---
_id: '3343'
abstract:
- lang: eng
  text: 'We present faster and dynamic algorithms for the following problems arising
    in probabilistic verification: Computation of the maximal end-component (mec)
    decomposition of Markov decision processes (MDPs), and of the almost sure winning
    set for reachability and parity objectives in MDPs. We achieve the following running
    time for static algorithms in MDPs with graphs of n vertices and m edges: (1)
    O(m · min{ √m, n2/3 }) for the mec decomposition, improving the longstanding O(m·n)
    bound; (2) O(m·n2/3) for reachability objectives, improving the previous O(m ·
    √m) bound for m &gt; n4/3; and (3) O(m · min{ √m, n2/3 } · log(d)) for parity
    objectives with d priorities, improving the previous O(m · √m · d) bound. We also
    give incremental and decremental algorithms in linear time for mec decomposition
    and reachability objectives and O(m · log d) time for parity ob jectives.'
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Monika H
  full_name: Henzinger, Monika H
  id: 540c9bbd-f2de-11ec-812d-d04a5be85630
  last_name: Henzinger
  orcid: 0000-0002-5008-6530
citation:
  ama: 'Chatterjee K, Henzinger MH. Faster and dynamic algorithms for maximal end-component
    decomposition and related graph problems in probabilistic verification. In: SIAM;
    2011:1318-1336. doi:<a href="https://doi.org/10.1137/1.9781611973082.101">10.1137/1.9781611973082.101</a>'
  apa: 'Chatterjee, K., &#38; Henzinger, M. H. (2011). Faster and dynamic algorithms
    for maximal end-component decomposition and related graph problems in probabilistic
    verification (pp. 1318–1336). Presented at the SODA: Symposium on Discrete Algorithms,
    San Francisco, SA, United States: SIAM. <a href="https://doi.org/10.1137/1.9781611973082.101">https://doi.org/10.1137/1.9781611973082.101</a>'
  chicago: Chatterjee, Krishnendu, and Monika H Henzinger. “Faster and Dynamic Algorithms
    for Maximal End-Component Decomposition and Related Graph Problems in Probabilistic
    Verification,” 1318–36. SIAM, 2011. <a href="https://doi.org/10.1137/1.9781611973082.101">https://doi.org/10.1137/1.9781611973082.101</a>.
  ieee: 'K. Chatterjee and M. H. Henzinger, “Faster and dynamic algorithms for maximal
    end-component decomposition and related graph problems in probabilistic verification,”
    presented at the SODA: Symposium on Discrete Algorithms, San Francisco, SA, United
    States, 2011, pp. 1318–1336.'
  ista: 'Chatterjee K, Henzinger MH. 2011. Faster and dynamic algorithms for maximal
    end-component decomposition and related graph problems in probabilistic verification.
    SODA: Symposium on Discrete Algorithms, 1318–1336.'
  mla: Chatterjee, Krishnendu, and Monika H. Henzinger. <i>Faster and Dynamic Algorithms
    for Maximal End-Component Decomposition and Related Graph Problems in Probabilistic
    Verification</i>. SIAM, 2011, pp. 1318–36, doi:<a href="https://doi.org/10.1137/1.9781611973082.101">10.1137/1.9781611973082.101</a>.
  short: K. Chatterjee, M.H. Henzinger, in:, SIAM, 2011, pp. 1318–1336.
conference:
  end_date: 2011-01-25
  location: San Francisco, SA, United States
  name: 'SODA: Symposium on Discrete Algorithms'
  start_date: 2011-01-23
date_created: 2018-12-11T12:02:47Z
date_published: 2011-01-01T00:00:00Z
date_updated: 2023-02-14T10:36:10Z
day: '01'
department:
- _id: KrCh
doi: 10.1137/1.9781611973082.101
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://eprints.cs.univie.ac.at/21/
month: '01'
oa: 1
oa_version: Submitted Version
page: 1318 - 1336
publication_status: published
publisher: SIAM
publist_id: '3278'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Faster and dynamic algorithms for maximal end-component decomposition and related
  graph problems in probabilistic verification
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2011'
...
---
_id: '3345'
abstract:
- lang: eng
  text: We consider Markov Decision Processes (MDPs) with mean-payoff parity and energy
    parity objectives. In system design, the parity objective is used to encode ω-regular
    specifications, and the mean-payoff and energy objectives can be used to model
    quantitative resource constraints. The energy condition re- quires that the resource
    level never drops below 0, and the mean-payoff condi- tion requires that the limit-average
    value of the resource consumption is within a threshold. While these two (energy
    and mean-payoff) classical conditions are equivalent for two-player games, we
    show that they differ for MDPs. We show that the problem of deciding whether a
    state is almost-sure winning (i.e., winning with probability 1) in energy parity
    MDPs is in NP ∩ coNP, while for mean- payoff parity MDPs, the problem is solvable
    in polynomial time, improving a recent PSPACE bound.
alternative_title:
- LNCS
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Laurent
  full_name: Doyen, Laurent
  last_name: Doyen
citation:
  ama: 'Chatterjee K, Doyen L. Energy and mean-payoff parity Markov Decision Processes.
    In: Vol 6907. Springer; 2011:206-218. doi:<a href="https://doi.org/10.1007/978-3-642-22993-0_21">10.1007/978-3-642-22993-0_21</a>'
  apa: 'Chatterjee, K., &#38; Doyen, L. (2011). Energy and mean-payoff parity Markov
    Decision Processes (Vol. 6907, pp. 206–218). Presented at the MFCS: Mathematical
    Foundations of Computer Science, Warsaw, Poland: Springer. <a href="https://doi.org/10.1007/978-3-642-22993-0_21">https://doi.org/10.1007/978-3-642-22993-0_21</a>'
  chicago: Chatterjee, Krishnendu, and Laurent Doyen. “Energy and Mean-Payoff Parity
    Markov Decision Processes,” 6907:206–18. Springer, 2011. <a href="https://doi.org/10.1007/978-3-642-22993-0_21">https://doi.org/10.1007/978-3-642-22993-0_21</a>.
  ieee: 'K. Chatterjee and L. Doyen, “Energy and mean-payoff parity Markov Decision
    Processes,” presented at the MFCS: Mathematical Foundations of Computer Science,
    Warsaw, Poland, 2011, vol. 6907, pp. 206–218.'
  ista: 'Chatterjee K, Doyen L. 2011. Energy and mean-payoff parity Markov Decision
    Processes. MFCS: Mathematical Foundations of Computer Science, LNCS, vol. 6907,
    206–218.'
  mla: Chatterjee, Krishnendu, and Laurent Doyen. <i>Energy and Mean-Payoff Parity
    Markov Decision Processes</i>. Vol. 6907, Springer, 2011, pp. 206–18, doi:<a href="https://doi.org/10.1007/978-3-642-22993-0_21">10.1007/978-3-642-22993-0_21</a>.
  short: K. Chatterjee, L. Doyen, in:, Springer, 2011, pp. 206–218.
conference:
  end_date: 2011-08-26
  location: Warsaw, Poland
  name: 'MFCS: Mathematical Foundations of Computer Science'
  start_date: 2011-08-22
date_created: 2018-12-11T12:02:48Z
date_published: 2011-09-28T00:00:00Z
date_updated: 2023-02-23T12:23:59Z
day: '28'
department:
- _id: KrCh
doi: 10.1007/978-3-642-22993-0_21
external_id:
  arxiv:
  - '1104.2909'
intvolume: '      6907'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1104.2909
month: '09'
oa: 1
oa_version: Preprint
page: 206 - 218
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication_status: published
publisher: Springer
publist_id: '3276'
quality_controlled: '1'
related_material:
  record:
  - id: '5387'
    relation: earlier_version
    status: public
scopus_import: 1
status: public
title: Energy and mean-payoff parity Markov Decision Processes
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 6907
year: '2011'
...
---
_id: '3346'
abstract:
- lang: eng
  text: We study Markov decision processes (MDPs) with multiple limit-average (or
    mean-payoff) functions. We consider two different objectives, namely, expectation
    and satisfaction objectives. Given an MDP with k reward functions, in the expectation
    objective the goal is to maximize the expected limit-average value, and in the
    satisfaction objective the goal is to maximize the probability of runs such that
    the limit-average value stays above a given vector. We show that under the expectation
    objective, in contrast to the single-objective case, both randomization and memory
    are necessary for strategies, and that finite-memory randomized strategies are
    sufficient. Under the satisfaction objective, in contrast to the single-objective
    case, infinite memory is necessary for strategies, and that randomized memoryless
    strategies are sufficient for epsilon-approximation, for all epsilon&gt;;0. We
    further prove that the decision problems for both expectation and satisfaction
    objectives can be solved in polynomial time and the trade-off curve (Pareto curve)
    can be epsilon-approximated in time polynomial in the size of the MDP and 1/epsilon,
    and exponential in the number of reward functions, for all epsilon&gt;;0. Our
    results also reveal flaws in previous work for MDPs with multiple mean-payoff
    functions under the expectation objective, correct the flaws and obtain improved
    results.
article_number: '5970225'
author:
- first_name: Tomáš
  full_name: Brázdil, Tomáš
  last_name: Brázdil
- first_name: Václav
  full_name: Brožek, Václav
  last_name: Brožek
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Vojtěch
  full_name: Forejt, Vojtěch
  last_name: Forejt
- first_name: Antonín
  full_name: Kučera, Antonín
  last_name: Kučera
citation:
  ama: 'Brázdil T, Brožek V, Chatterjee K, Forejt V, Kučera A. Two views on multiple
    mean payoff objectives in Markov Decision Processes. In: IEEE; 2011. doi:<a href="https://doi.org/10.1109/LICS.2011.10">10.1109/LICS.2011.10</a>'
  apa: 'Brázdil, T., Brožek, V., Chatterjee, K., Forejt, V., &#38; Kučera, A. (2011).
    Two views on multiple mean payoff objectives in Markov Decision Processes. Presented
    at the LICS: Logic in Computer Science, Toronto, Canada: IEEE. <a href="https://doi.org/10.1109/LICS.2011.10">https://doi.org/10.1109/LICS.2011.10</a>'
  chicago: Brázdil, Tomáš, Václav Brožek, Krishnendu Chatterjee, Vojtěch Forejt, and
    Antonín Kučera. “Two Views on Multiple Mean Payoff Objectives in Markov Decision
    Processes.” IEEE, 2011. <a href="https://doi.org/10.1109/LICS.2011.10">https://doi.org/10.1109/LICS.2011.10</a>.
  ieee: 'T. Brázdil, V. Brožek, K. Chatterjee, V. Forejt, and A. Kučera, “Two views
    on multiple mean payoff objectives in Markov Decision Processes,” presented at
    the LICS: Logic in Computer Science, Toronto, Canada, 2011.'
  ista: 'Brázdil T, Brožek V, Chatterjee K, Forejt V, Kučera A. 2011. Two views on
    multiple mean payoff objectives in Markov Decision Processes. LICS: Logic in Computer
    Science, 5970225.'
  mla: Brázdil, Tomáš, et al. <i>Two Views on Multiple Mean Payoff Objectives in Markov
    Decision Processes</i>. 5970225, IEEE, 2011, doi:<a href="https://doi.org/10.1109/LICS.2011.10">10.1109/LICS.2011.10</a>.
  short: T. Brázdil, V. Brožek, K. Chatterjee, V. Forejt, A. Kučera, in:, IEEE, 2011.
conference:
  end_date: 2011-06-24
  location: Toronto, Canada
  name: 'LICS: Logic in Computer Science'
  start_date: 2011-06-21
date_created: 2018-12-11T12:02:48Z
date_published: 2011-06-21T00:00:00Z
date_updated: 2021-01-12T07:42:49Z
day: '21'
department:
- _id: KrCh
doi: 10.1109/LICS.2011.10
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1104.3489
month: '06'
oa: 1
oa_version: Submitted Version
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication_status: published
publisher: IEEE
publist_id: '3275'
quality_controlled: '1'
scopus_import: 1
status: public
title: Two views on multiple mean payoff objectives in Markov Decision Processes
type: conference
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
year: '2011'
...
---
_id: '3347'
abstract:
- lang: eng
  text: 'The class of omega-regular languages provides a robust specification language
    in verification. Every omega-regular condition can be decomposed into a safety
    part and a liveness part. The liveness part ensures that something good happens
    &quot;eventually&quot;. Finitary liveness was proposed by Alur and Henzinger as
    a stronger formulation of liveness. It requires that there exists an unknown,
    fixed bound b such that something good happens within b transitions. In this work
    we consider automata with finitary acceptance conditions defined by finitary Buchi,
    parity and Streett languages. We study languages expressible by such automata:
    we give their topological complexity and present a regular-expression characterization.
    We compare the expressive power of finitary automata and give optimal algorithms
    for classical decisions questions. We show that the finitary languages are Sigma
    2-complete; we present a complete picture of the expressive power of various classes
    of automata with finitary and infinitary acceptance conditions; we show that the
    languages defined by finitary parity automata exactly characterize the star-free
    fragment of omega B-regular languages; and we show that emptiness is NLOGSPACE-complete
    and universality as well as language inclusion are PSPACE-complete for finitary
    parity and Streett automata.'
alternative_title:
- LNCS
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Nathanaël
  full_name: Fijalkow, Nathanaël
  id: A1B5DD72-E997-11E9-8398-E808B6C6ADC0
  last_name: Fijalkow
citation:
  ama: 'Chatterjee K, Fijalkow N. Finitary languages. In: Vol 6638. Springer; 2011:216-226.
    doi:<a href="https://doi.org/10.1007/978-3-642-21254-3_16">10.1007/978-3-642-21254-3_16</a>'
  apa: 'Chatterjee, K., &#38; Fijalkow, N. (2011). Finitary languages (Vol. 6638,
    pp. 216–226). Presented at the LATA: Language and Automata Theory and Applications,
    Tarragona, Spain: Springer. <a href="https://doi.org/10.1007/978-3-642-21254-3_16">https://doi.org/10.1007/978-3-642-21254-3_16</a>'
  chicago: Chatterjee, Krishnendu, and Nathanaël Fijalkow. “Finitary Languages,” 6638:216–26.
    Springer, 2011. <a href="https://doi.org/10.1007/978-3-642-21254-3_16">https://doi.org/10.1007/978-3-642-21254-3_16</a>.
  ieee: 'K. Chatterjee and N. Fijalkow, “Finitary languages,” presented at the LATA:
    Language and Automata Theory and Applications, Tarragona, Spain, 2011, vol. 6638,
    pp. 216–226.'
  ista: 'Chatterjee K, Fijalkow N. 2011. Finitary languages. LATA: Language and Automata
    Theory and Applications, LNCS, vol. 6638, 216–226.'
  mla: Chatterjee, Krishnendu, and Nathanaël Fijalkow. <i>Finitary Languages</i>.
    Vol. 6638, Springer, 2011, pp. 216–26, doi:<a href="https://doi.org/10.1007/978-3-642-21254-3_16">10.1007/978-3-642-21254-3_16</a>.
  short: K. Chatterjee, N. Fijalkow, in:, Springer, 2011, pp. 216–226.
conference:
  end_date: 2011-05-31
  location: Tarragona, Spain
  name: 'LATA: Language and Automata Theory and Applications'
  start_date: 2011-05-26
date_created: 2018-12-11T12:02:48Z
date_published: 2011-06-16T00:00:00Z
date_updated: 2021-01-12T07:42:50Z
day: '16'
department:
- _id: KrCh
doi: 10.1007/978-3-642-21254-3_16
external_id:
  arxiv:
  - '1101.1727'
intvolume: '      6638'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1101.1727
month: '06'
oa: 1
oa_version: Preprint
page: 216 - 226
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication_status: published
publisher: Springer
publist_id: '3274'
quality_controlled: '1'
scopus_import: 1
status: public
title: Finitary languages
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 6638
year: '2011'
...
---
_id: '3348'
abstract:
- lang: eng
  text: We study synthesis of controllers for real-time systems, where the objective
    is to stay in a given safe set. The problem is solved by obtaining winning strategies
    in the setting of concurrent two-player timed automaton games with safety objectives.
    To prevent a player from winning by blocking time, we restrict each player to
    strategies that ensure that the player cannot be responsible for causing a zeno
    run. We construct winning strategies for the controller which require access only
    to (1) the system clocks (thus, controllers which require their own internal infinitely
    precise clocks are not necessary), and (2) a linear (in the number of clocks)
    number of memory bits. Precisely, we show that for safety objectives, a memory
    of size (3 · |C|+lg(|C|+1)) bits suffices for winning controller strategies, where
    C is the set of clocks of the timed automaton game, significantly improving the
    previous known exponential bound. We also settle the open question of whether
    winning region controller strategies require memory for safety objectives by showing
    with an example the necessity of memory for region strategies to win for safety
    objectives.
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Vinayak
  full_name: Prabhu, Vinayak
  last_name: Prabhu
citation:
  ama: 'Chatterjee K, Prabhu V. Synthesis of memory efficient real time controllers
    for safety objectives. In: Springer; 2011:221-230. doi:<a href="https://doi.org/10.1145/1967701.1967734">10.1145/1967701.1967734</a>'
  apa: 'Chatterjee, K., &#38; Prabhu, V. (2011). Synthesis of memory efficient real
    time controllers for safety objectives (pp. 221–230). Presented at the HSCC: Hybrid
    Systems - Computation and Control, Chicago, USA: Springer. <a href="https://doi.org/10.1145/1967701.1967734">https://doi.org/10.1145/1967701.1967734</a>'
  chicago: Chatterjee, Krishnendu, and Vinayak Prabhu. “Synthesis of Memory Efficient
    Real Time Controllers for Safety Objectives,” 221–30. Springer, 2011. <a href="https://doi.org/10.1145/1967701.1967734">https://doi.org/10.1145/1967701.1967734</a>.
  ieee: 'K. Chatterjee and V. Prabhu, “Synthesis of memory efficient real time controllers
    for safety objectives,” presented at the HSCC: Hybrid Systems - Computation and
    Control, Chicago, USA, 2011, pp. 221–230.'
  ista: 'Chatterjee K, Prabhu V. 2011. Synthesis of memory efficient real time controllers
    for safety objectives. HSCC: Hybrid Systems - Computation and Control, 221–230.'
  mla: Chatterjee, Krishnendu, and Vinayak Prabhu. <i>Synthesis of Memory Efficient
    Real Time Controllers for Safety Objectives</i>. Springer, 2011, pp. 221–30, doi:<a
    href="https://doi.org/10.1145/1967701.1967734">10.1145/1967701.1967734</a>.
  short: K. Chatterjee, V. Prabhu, in:, Springer, 2011, pp. 221–230.
conference:
  end_date: 2011-04-14
  location: Chicago, USA
  name: 'HSCC: Hybrid Systems - Computation and Control'
  start_date: 2011-04-12
date_created: 2018-12-11T12:02:49Z
date_published: 2011-01-31T00:00:00Z
date_updated: 2021-01-12T07:42:50Z
day: '31'
department:
- _id: KrCh
doi: 10.1145/1967701.1967734
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1101.5842
month: '01'
oa: 1
oa_version: Submitted Version
page: 221 - 230
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication_status: published
publisher: Springer
publist_id: '3273'
quality_controlled: '1'
scopus_import: 1
status: public
title: Synthesis of memory efficient real time controllers for safety objectives
type: conference
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
year: '2011'
...
---
_id: '3349'
abstract:
- lang: eng
  text: 'Games on graphs provide a natural model for reactive non-terminating systems.
    In such games, the interaction of two players on an arena results in an infinite
    path that describes a run of the system. Different settings are used to model
    various open systems in computer science, as for instance turn-based or concurrent
    moves, and deterministic or stochastic transitions. In this paper, we are interested
    in turn-based games, and specifically in deterministic parity games and stochastic
    reachability games (also known as simple stochastic games). We present a simple,
    direct and efficient reduction from deterministic parity games to simple stochastic
    games: it yields an arena whose size is linear up to a logarithmic factor in size
    of the original arena.'
alternative_title:
- EPTCS
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Nathanaël
  full_name: Fijalkow, Nathanaël
  last_name: Fijalkow
citation:
  ama: 'Chatterjee K, Fijalkow N. A reduction from parity games to simple stochastic
    games. In: Vol 54. EPTCS; 2011:74-86. doi:<a href="https://doi.org/10.4204/EPTCS.54.6">10.4204/EPTCS.54.6</a>'
  apa: 'Chatterjee, K., &#38; Fijalkow, N. (2011). A reduction from parity games to
    simple stochastic games (Vol. 54, pp. 74–86). Presented at the GandALF: Games,
    Automata, Logic, and Formal Verification, Minori, Italy: EPTCS. <a href="https://doi.org/10.4204/EPTCS.54.6">https://doi.org/10.4204/EPTCS.54.6</a>'
  chicago: Chatterjee, Krishnendu, and Nathanaël Fijalkow. “A Reduction from Parity
    Games to Simple Stochastic Games,” 54:74–86. EPTCS, 2011. <a href="https://doi.org/10.4204/EPTCS.54.6">https://doi.org/10.4204/EPTCS.54.6</a>.
  ieee: 'K. Chatterjee and N. Fijalkow, “A reduction from parity games to simple stochastic
    games,” presented at the GandALF: Games, Automata, Logic, and Formal Verification,
    Minori, Italy, 2011, vol. 54, pp. 74–86.'
  ista: 'Chatterjee K, Fijalkow N. 2011. A reduction from parity games to simple stochastic
    games. GandALF: Games, Automata, Logic, and Formal Verification, EPTCS, vol. 54,
    74–86.'
  mla: Chatterjee, Krishnendu, and Nathanaël Fijalkow. <i>A Reduction from Parity
    Games to Simple Stochastic Games</i>. Vol. 54, EPTCS, 2011, pp. 74–86, doi:<a
    href="https://doi.org/10.4204/EPTCS.54.6">10.4204/EPTCS.54.6</a>.
  short: K. Chatterjee, N. Fijalkow, in:, EPTCS, 2011, pp. 74–86.
conference:
  end_date: 2011-06-17
  location: Minori, Italy
  name: 'GandALF: Games, Automata, Logic, and Formal Verification'
  start_date: 2011-06-15
date_created: 2018-12-11T12:02:49Z
date_published: 2011-06-04T00:00:00Z
date_updated: 2021-01-12T07:42:51Z
day: '04'
department:
- _id: KrCh
doi: 10.4204/EPTCS.54.6
intvolume: '        54'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1106.1232
month: '06'
oa: 1
oa_version: Submitted Version
page: 74 - 86
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication_status: published
publisher: EPTCS
publist_id: '3272'
scopus_import: 1
status: public
title: A reduction from parity games to simple stochastic games
type: conference
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 54
year: '2011'
...
---
_id: '3351'
abstract:
- lang: eng
  text: In two-player games on graph, the players construct an infinite path through
    the game graph and get a reward computed by a payoff function over infinite paths.
    Over weighted graphs, the typical and most studied payoff functions compute the
    limit-average or the discounted sum of the rewards along the path. Besides their
    simple definition, these two payoff functions enjoy the property that memoryless
    optimal strategies always exist. In an attempt to construct other simple payoff
    functions, we define a class of payoff functions which compute an (infinite) weighted
    average of the rewards. This new class contains both the limit-average and the
    discounted sum functions, and we show that they are the only members of this class
    which induce memoryless optimal strategies, showing that there is essentially
    no other simple payoff functions.
alternative_title:
- LNCS
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Laurent
  full_name: Doyen, Laurent
  last_name: Doyen
- first_name: Rohit
  full_name: Singh, Rohit
  last_name: Singh
citation:
  ama: 'Chatterjee K, Doyen L, Singh R. On memoryless quantitative objectives. In:
    Owe O, Steffen M, Telle JA, eds. Vol 6914. Springer; 2011:148-159. doi:<a href="https://doi.org/10.1007/978-3-642-22953-4_13">10.1007/978-3-642-22953-4_13</a>'
  apa: 'Chatterjee, K., Doyen, L., &#38; Singh, R. (2011). On memoryless quantitative
    objectives. In O. Owe, M. Steffen, &#38; J. A. Telle (Eds.) (Vol. 6914, pp. 148–159).
    Presented at the FCT: Fundamentals of Computation Theory, Oslo, Norway: Springer.
    <a href="https://doi.org/10.1007/978-3-642-22953-4_13">https://doi.org/10.1007/978-3-642-22953-4_13</a>'
  chicago: Chatterjee, Krishnendu, Laurent Doyen, and Rohit Singh. “On Memoryless
    Quantitative Objectives.” edited by Olaf Owe, Martin Steffen, and Jan Arne Telle,
    6914:148–59. Springer, 2011. <a href="https://doi.org/10.1007/978-3-642-22953-4_13">https://doi.org/10.1007/978-3-642-22953-4_13</a>.
  ieee: 'K. Chatterjee, L. Doyen, and R. Singh, “On memoryless quantitative objectives,”
    presented at the FCT: Fundamentals of Computation Theory, Oslo, Norway, 2011,
    vol. 6914, pp. 148–159.'
  ista: 'Chatterjee K, Doyen L, Singh R. 2011. On memoryless quantitative objectives.
    FCT: Fundamentals of Computation Theory, LNCS, vol. 6914, 148–159.'
  mla: Chatterjee, Krishnendu, et al. <i>On Memoryless Quantitative Objectives</i>.
    Edited by Olaf Owe et al., vol. 6914, Springer, 2011, pp. 148–59, doi:<a href="https://doi.org/10.1007/978-3-642-22953-4_13">10.1007/978-3-642-22953-4_13</a>.
  short: K. Chatterjee, L. Doyen, R. Singh, in:, O. Owe, M. Steffen, J.A. Telle (Eds.),
    Springer, 2011, pp. 148–159.
conference:
  end_date: 2011-08-25
  location: Oslo, Norway
  name: 'FCT: Fundamentals of Computation Theory'
  start_date: 2011-08-22
date_created: 2018-12-11T12:02:50Z
date_published: 2011-04-16T00:00:00Z
date_updated: 2021-01-12T07:42:52Z
day: '16'
department:
- _id: KrCh
doi: 10.1007/978-3-642-22953-4_13
editor:
- first_name: Olaf
  full_name: Owe, Olaf
  last_name: Owe
- first_name: Martin
  full_name: Steffen, Martin
  last_name: Steffen
- first_name: Jan Arne
  full_name: Telle, Jan Arne
  last_name: Telle
intvolume: '      6914'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1104.3211
month: '04'
oa: 1
oa_version: Submitted Version
page: 148 - 159
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication_status: published
publisher: Springer
publist_id: '3270'
quality_controlled: '1'
scopus_import: 1
status: public
title: On memoryless quantitative objectives
type: conference
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 6914
year: '2011'
...
---
_id: '3353'
abstract:
- lang: eng
  text: 'Compositional theories are crucial when designing large and complex systems
    from smaller components. In this work we propose such a theory for synchronous
    concurrent systems. Our approach follows so-called interface theories, which use
    game-theoretic interpretations of composition and refinement. These are appropriate
    for systems with distinct inputs and outputs, and explicit conditions on inputs
    that must be enforced during composition. Our interfaces model systems that execute
    in an infinite sequence of synchronous rounds. At each round, a contract must
    be satisfied. The contract is simply a relation specifying the set of valid input/output
    pairs. Interfaces can be composed by parallel, serial or feedback composition.
    A refinement relation between interfaces is defined, and shown to have two main
    properties: (1) it is preserved by composition, and (2) it is equivalent to substitutability,
    namely, the ability to replace an interface by another one in any context. Shared
    refinement and abstraction operators, corresponding to greatest lower and least
    upper bounds with respect to refinement, are also defined. Input-complete interfaces,
    that impose no restrictions on inputs, and deterministic interfaces, that produce
    a unique output for any legal input, are discussed as special cases, and an interesting
    duality between the two classes is exposed. A number of illustrative examples
    are provided, as well as algorithms to compute compositions, check refinement,
    and so on, for finite-state interfaces.'
article_number: '14'
author:
- first_name: Stavros
  full_name: Tripakis, Stavros
  last_name: Tripakis
- first_name: Ben
  full_name: Lickly, Ben
  last_name: Lickly
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Edward
  full_name: Lee, Edward
  last_name: Lee
citation:
  ama: Tripakis S, Lickly B, Henzinger TA, Lee E. A theory of synchronous relational
    interfaces. <i>ACM Transactions on Programming Languages and Systems (TOPLAS)</i>.
    2011;33(4). doi:<a href="https://doi.org/10.1145/1985342.1985345">10.1145/1985342.1985345</a>
  apa: Tripakis, S., Lickly, B., Henzinger, T. A., &#38; Lee, E. (2011). A theory
    of synchronous relational interfaces. <i>ACM Transactions on Programming Languages
    and Systems (TOPLAS)</i>. ACM. <a href="https://doi.org/10.1145/1985342.1985345">https://doi.org/10.1145/1985342.1985345</a>
  chicago: Tripakis, Stavros, Ben Lickly, Thomas A Henzinger, and Edward Lee. “A Theory
    of Synchronous Relational Interfaces.” <i>ACM Transactions on Programming Languages
    and Systems (TOPLAS)</i>. ACM, 2011. <a href="https://doi.org/10.1145/1985342.1985345">https://doi.org/10.1145/1985342.1985345</a>.
  ieee: S. Tripakis, B. Lickly, T. A. Henzinger, and E. Lee, “A theory of synchronous
    relational interfaces,” <i>ACM Transactions on Programming Languages and Systems
    (TOPLAS)</i>, vol. 33, no. 4. ACM, 2011.
  ista: Tripakis S, Lickly B, Henzinger TA, Lee E. 2011. A theory of synchronous relational
    interfaces. ACM Transactions on Programming Languages and Systems (TOPLAS). 33(4),
    14.
  mla: Tripakis, Stavros, et al. “A Theory of Synchronous Relational Interfaces.”
    <i>ACM Transactions on Programming Languages and Systems (TOPLAS)</i>, vol. 33,
    no. 4, 14, ACM, 2011, doi:<a href="https://doi.org/10.1145/1985342.1985345">10.1145/1985342.1985345</a>.
  short: S. Tripakis, B. Lickly, T.A. Henzinger, E. Lee, ACM Transactions on Programming
    Languages and Systems (TOPLAS) 33 (2011).
date_created: 2018-12-11T12:02:51Z
date_published: 2011-07-01T00:00:00Z
date_updated: 2021-01-12T07:42:52Z
day: '01'
ddc:
- '000'
- '005'
department:
- _id: ToHe
doi: 10.1145/1985342.1985345
ec_funded: 1
file:
- access_level: open_access
  checksum: 5d44a8aa81e33210649beae507602138
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:16:45Z
  date_updated: 2020-07-14T12:46:09Z
  file_id: '5235'
  file_name: IST-2012-85-v1+1_A_theory_of_synchronous_relational_interfaces.pdf
  file_size: 775662
  relation: main_file
file_date_updated: 2020-07-14T12:46:09Z
has_accepted_license: '1'
intvolume: '        33'
issue: '4'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Submitted Version
project:
- _id: 25EFB36C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '215543'
  name: COMponent-Based Embedded Systems design Techniques
- _id: 25F1337C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '214373'
  name: Design for Embedded Systems
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
publication: ACM Transactions on Programming Languages and Systems (TOPLAS)
publication_status: published
publisher: ACM
publist_id: '3263'
pubrep_id: '85'
quality_controlled: '1'
scopus_import: 1
status: public
title: A theory of synchronous relational interfaces
type: journal_article
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 33
year: '2011'
...
---
_id: '3355'
abstract:
- lang: eng
  text: Byzantine Fault Tolerant (BFT) protocols aim to improve the reliability of
    distributed systems. They enable systems to tolerate arbitrary failures in a bounded
    number of nodes. BFT protocols are usually proven correct for certain safety and
    liveness properties. However, recent studies have shown that the performance of
    state-of-the-art BFT protocols decreases drastically in the presence of even a
    single malicious node. This motivates a formal quantitative analysis of BFT protocols
    to investigate their performance characteristics under different scenarios. We
    present HyPerf, a new hybrid methodology based on model checking and simulation
    techniques for evaluating the performance of BFT protocols. We build a transition
    system corresponding to a BFT protocol and systematically explore the set of behaviors
    allowed by the protocol. We associate certain timing information with different
    operations in the protocol, like cryptographic operations and message transmission.
    After an elaborate state exploration, we use the time information to evaluate
    the performance characteristics of the protocol using simulation techniques. We
    integrate our framework in Mace, a tool for building and verifying distributed
    systems. We evaluate the performance of PBFT using our framework. We describe
    two different use-cases of our methodology. For the benign operation of the protocol,
    we use the time information as random variables to compute the probability distribution
    of the execution times. In the presence of faults, we estimate the worst-case
    performance of the protocol for various attacks that can be employed by malicious
    nodes. Our results show the importance of hybrid techniques in systematically
    analyzing the performance of large-scale systems.
author:
- first_name: Raluca
  full_name: Halalai, Raluca
  id: 584C6850-E996-11E9-805B-F01764644770
  last_name: Halalai
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Vasu
  full_name: Singh, Vasu
  id: 4DAE2708-F248-11E8-B48F-1D18A9856A87
  last_name: Singh
citation:
  ama: 'Halalai R, Henzinger TA, Singh V. Quantitative evaluation of BFT protocols.
    In: IEEE; 2011:255-264. doi:<a href="https://doi.org/10.1109/QEST.2011.40">10.1109/QEST.2011.40</a>'
  apa: 'Halalai, R., Henzinger, T. A., &#38; Singh, V. (2011). Quantitative evaluation
    of BFT protocols (pp. 255–264). Presented at the QEST: Quantitative Evaluation
    of Systems, Aachen, Germany: IEEE. <a href="https://doi.org/10.1109/QEST.2011.40">https://doi.org/10.1109/QEST.2011.40</a>'
  chicago: Halalai, Raluca, Thomas A Henzinger, and Vasu Singh. “Quantitative Evaluation
    of BFT Protocols,” 255–64. IEEE, 2011. <a href="https://doi.org/10.1109/QEST.2011.40">https://doi.org/10.1109/QEST.2011.40</a>.
  ieee: 'R. Halalai, T. A. Henzinger, and V. Singh, “Quantitative evaluation of BFT
    protocols,” presented at the QEST: Quantitative Evaluation of Systems, Aachen,
    Germany, 2011, pp. 255–264.'
  ista: 'Halalai R, Henzinger TA, Singh V. 2011. Quantitative evaluation of BFT protocols.
    QEST: Quantitative Evaluation of Systems, 255–264.'
  mla: Halalai, Raluca, et al. <i>Quantitative Evaluation of BFT Protocols</i>. IEEE,
    2011, pp. 255–64, doi:<a href="https://doi.org/10.1109/QEST.2011.40">10.1109/QEST.2011.40</a>.
  short: R. Halalai, T.A. Henzinger, V. Singh, in:, IEEE, 2011, pp. 255–264.
conference:
  end_date: 2011-09-08
  location: Aachen, Germany
  name: 'QEST: Quantitative Evaluation of Systems'
  start_date: 2011-09-05
date_created: 2018-12-11T12:02:51Z
date_published: 2011-10-13T00:00:00Z
date_updated: 2021-01-12T07:42:53Z
day: '13'
ddc:
- '000'
- '004'
department:
- _id: ToHe
doi: 10.1109/QEST.2011.40
file:
- access_level: open_access
  checksum: 4dc8750ab7921f51de992000b13d1b01
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:07:49Z
  date_updated: 2020-07-14T12:46:09Z
  file_id: '4648'
  file_name: IST-2012-84-v1+1_Quantitative_evaluation_of_BFT_protocols.pdf
  file_size: 272017
  relation: main_file
file_date_updated: 2020-07-14T12:46:09Z
has_accepted_license: '1'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Submitted Version
page: 255 - 264
publication_status: published
publisher: IEEE
publist_id: '3260'
pubrep_id: '84'
quality_controlled: '1'
scopus_import: 1
status: public
title: Quantitative evaluation of BFT protocols
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2011'
...
---
_id: '3356'
abstract:
- lang: eng
  text: There is recently a significant effort to add quantitative objectives to formal
    verification and synthesis. We introduce and investigate the extension of temporal
    logics with quantitative atomic assertions, aiming for a general and flexible
    framework for quantitative-oriented specifications. In the heart of quantitative
    objectives lies the accumulation of values along a computation. It is either the
    accumulated summation, as with the energy objectives, or the accumulated average,
    as with the mean-payoff objectives. We investigate the extension of temporal logics
    with the prefix-accumulation assertions Sum(v) ≥ c and Avg(v) ≥ c, where v is
    a numeric variable of the system, c is a constant rational number, and Sum(v)
    and Avg(v) denote the accumulated sum and average of the values of v from the
    beginning of the computation up to the current point of time. We also allow the
    path-accumulation assertions LimInfAvg(v) ≥ c and LimSupAvg(v) ≥ c, referring
    to the average value along an entire computation. We study the border of decidability
    for extensions of various temporal logics. In particular, we show that extending
    the fragment of CTL that has only the EX, EF, AX, and AG temporal modalities by
    prefix-accumulation assertions and extending LTL with path-accumulation assertions,
    result in temporal logics whose model-checking problem is decidable. The extended
    logics allow to significantly extend the currently known energy and mean-payoff
    objectives. Moreover, the prefix-accumulation assertions may be refined with "controlled-accumulation",
    allowing, for example, to specify constraints on the average waiting time between
    a request and a grant. On the negative side, we show that the fragment we point
    to is, in a sense, the maximal logic whose extension with prefix-accumulation
    assertions permits a decidable model-checking procedure. Extending a temporal
    logic that has the EG or EU modalities, and in particular CTL and LTL, makes the
    problem undecidable.
article_number: '5970226'
author:
- first_name: Udi
  full_name: Boker, Udi
  id: 31E297B6-F248-11E8-B48F-1D18A9856A87
  last_name: Boker
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Orna
  full_name: Kupferman, Orna
  last_name: Kupferman
citation:
  ama: 'Boker U, Chatterjee K, Henzinger TA, Kupferman O. Temporal specifications
    with accumulative values. In: IEEE; 2011. doi:<a href="https://doi.org/10.1109/LICS.2011.33">10.1109/LICS.2011.33</a>'
  apa: 'Boker, U., Chatterjee, K., Henzinger, T. A., &#38; Kupferman, O. (2011). Temporal
    specifications with accumulative values. Presented at the LICS: Logic in Computer
    Science, Toronto, Canada: IEEE. <a href="https://doi.org/10.1109/LICS.2011.33">https://doi.org/10.1109/LICS.2011.33</a>'
  chicago: Boker, Udi, Krishnendu Chatterjee, Thomas A Henzinger, and Orna Kupferman.
    “Temporal Specifications with Accumulative Values.” IEEE, 2011. <a href="https://doi.org/10.1109/LICS.2011.33">https://doi.org/10.1109/LICS.2011.33</a>.
  ieee: 'U. Boker, K. Chatterjee, T. A. Henzinger, and O. Kupferman, “Temporal specifications
    with accumulative values,” presented at the LICS: Logic in Computer Science, Toronto,
    Canada, 2011.'
  ista: 'Boker U, Chatterjee K, Henzinger TA, Kupferman O. 2011. Temporal specifications
    with accumulative values. LICS: Logic in Computer Science, 5970226.'
  mla: Boker, Udi, et al. <i>Temporal Specifications with Accumulative Values</i>.
    5970226, IEEE, 2011, doi:<a href="https://doi.org/10.1109/LICS.2011.33">10.1109/LICS.2011.33</a>.
  short: U. Boker, K. Chatterjee, T.A. Henzinger, O. Kupferman, in:, IEEE, 2011.
conference:
  end_date: 2011-06-24
  location: Toronto, Canada
  name: 'LICS: Logic in Computer Science'
  start_date: 2011-06-21
date_created: 2018-12-11T12:02:52Z
date_published: 2011-06-21T00:00:00Z
date_updated: 2023-02-23T12:23:54Z
day: '21'
ddc:
- '000'
- '004'
department:
- _id: ToHe
- _id: KrCh
doi: 10.1109/LICS.2011.33
ec_funded: 1
file:
- access_level: open_access
  checksum: 792128f5455f0f40f1105f0398e05fa9
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:12:42Z
  date_updated: 2020-07-14T12:46:09Z
  file_id: '4960'
  file_name: IST-2012-83-v1+1_Temporal_specifications_with_accumulative_values.pdf
  file_size: 225426
  relation: main_file
file_date_updated: 2020-07-14T12:46:09Z
has_accepted_license: '1'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Submitted Version
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 25EFB36C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '215543'
  name: COMponent-Based Embedded Systems design Techniques
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25F1337C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '214373'
  name: Design for Embedded Systems
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication_status: published
publisher: IEEE
publist_id: '3259'
pubrep_id: '83'
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  - id: '2038'
    relation: later_version
    status: public
  - id: '5385'
    relation: earlier_version
    status: public
scopus_import: 1
status: public
title: Temporal specifications with accumulative values
type: conference
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
year: '2011'
...
---
_id: '3358'
abstract:
- lang: eng
  text: The static scheduling problem often arises as a fundamental problem in real-time
    systems and grid computing. We consider the problem of statically scheduling a
    large job expressed as a task graph on a large number of computing nodes, such
    as a data center. This paper solves the large-scale static scheduling problem
    using abstraction refinement, a technique commonly used in formal verification
    to efficiently solve computationally hard problems. A scheduler based on abstraction
    refinement first attempts to solve the scheduling problem with abstract representations
    of the job and the computing resources. As abstract representations are generally
    small, the scheduling can be done reasonably fast. If the obtained schedule does
    not meet specified quality conditions (like data center utilization or schedule
    makespan) then the scheduler refines the job and data center abstractions and,
    again solves the scheduling problem. We develop different schedulers based on
    abstraction refinement. We implemented these schedulers and used them to schedule
    task graphs from various computing domains on simulated data centers with realistic
    topologies. We compared the speed of scheduling and the quality of the produced
    schedules with our abstraction refinement schedulers against a baseline scheduler
    that does not use any abstraction. We conclude that abstraction refinement techniques
    give a significant speed-up compared to traditional static scheduling heuristics,
    at a reasonable cost in the quality of the produced schedules. We further used
    our static schedulers in an actual system that we deployed on Amazon EC2 and compared
    it against the Hadoop dynamic scheduler for large MapReduce jobs. Our experiments
    indicate that there is great potential for static scheduling techniques.
article_processing_charge: No
author:
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Vasu
  full_name: Singh, Vasu
  id: 4DAE2708-F248-11E8-B48F-1D18A9856A87
  last_name: Singh
- first_name: Thomas
  full_name: Wies, Thomas
  id: 447BFB88-F248-11E8-B48F-1D18A9856A87
  last_name: Wies
- first_name: Damien
  full_name: Zufferey, Damien
  id: 4397AC76-F248-11E8-B48F-1D18A9856A87
  last_name: Zufferey
  orcid: 0000-0002-3197-8736
citation:
  ama: 'Henzinger TA, Singh V, Wies T, Zufferey D. Scheduling large jobs by abstraction
    refinement. In: ACM; 2011:329-342. doi:<a href="https://doi.org/10.1145/1966445.1966476">10.1145/1966445.1966476</a>'
  apa: 'Henzinger, T. A., Singh, V., Wies, T., &#38; Zufferey, D. (2011). Scheduling
    large jobs by abstraction refinement (pp. 329–342). Presented at the EuroSys,
    Salzburg, Austria: ACM. <a href="https://doi.org/10.1145/1966445.1966476">https://doi.org/10.1145/1966445.1966476</a>'
  chicago: Henzinger, Thomas A, Vasu Singh, Thomas Wies, and Damien Zufferey. “Scheduling
    Large Jobs by Abstraction Refinement,” 329–42. ACM, 2011. <a href="https://doi.org/10.1145/1966445.1966476">https://doi.org/10.1145/1966445.1966476</a>.
  ieee: T. A. Henzinger, V. Singh, T. Wies, and D. Zufferey, “Scheduling large jobs
    by abstraction refinement,” presented at the EuroSys, Salzburg, Austria, 2011,
    pp. 329–342.
  ista: Henzinger TA, Singh V, Wies T, Zufferey D. 2011. Scheduling large jobs by
    abstraction refinement. EuroSys, 329–342.
  mla: Henzinger, Thomas A., et al. <i>Scheduling Large Jobs by Abstraction Refinement</i>.
    ACM, 2011, pp. 329–42, doi:<a href="https://doi.org/10.1145/1966445.1966476">10.1145/1966445.1966476</a>.
  short: T.A. Henzinger, V. Singh, T. Wies, D. Zufferey, in:, ACM, 2011, pp. 329–342.
conference:
  end_date: 2011-04-13
  location: Salzburg, Austria
  name: EuroSys
  start_date: 2011-04-10
date_created: 2018-12-11T12:02:53Z
date_published: 2011-04-10T00:00:00Z
date_updated: 2021-01-12T07:42:55Z
day: '10'
department:
- _id: ToHe
doi: 10.1145/1966445.1966476
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://cs.nyu.edu/wies/publ/scheduling_large_jobs_by_abstraction_refinement.pdf
month: '04'
oa: 1
oa_version: Published Version
page: 329 - 342
publication_status: published
publisher: ACM
publist_id: '3257'
quality_controlled: '1'
scopus_import: 1
status: public
title: Scheduling large jobs by abstraction refinement
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2011'
...
---
_id: '3360'
abstract:
- lang: eng
  text: 'A discounted-sum automaton (NDA) is a nondeterministic finite automaton with
    edge weights, which values a run by the discounted sum of visited edge weights.
    More precisely, the weight in the i-th position of the run is divided by lambda^i,
    where the discount factor lambda is a fixed rational number greater than 1. Discounted
    summation is a common and useful measuring scheme, especially for infinite sequences,
    which reflects the assumption that earlier weights are more important than later
    weights. Determinizing automata is often essential, for example, in formal verification,
    where there are polynomial algorithms for comparing two deterministic NDAs, while
    the equivalence problem for NDAs is not known to be decidable. Unfortunately,
    however, discounted-sum automata are, in general, not determinizable: it is currently
    known that for every rational discount factor 1 &lt; lambda &lt; 2, there is an
    NDA with lambda (denoted lambda-NDA) that cannot be determinized. We provide positive
    news, showing that every NDA with an integral factor is determinizable. We also
    complete the picture by proving that the integers characterize exactly the discount
    factors that guarantee determinizability: we show that for every non-integral
    rational factor lambda, there is a nondeterminizable lambda-NDA. Finally, we prove
    that the class of NDAs with integral discount factors enjoys closure under the
    algebraic operations min, max, addition, and subtraction, which is not the case
    for general NDAs nor for deterministic NDAs. This shows that for integral discount
    factors, the class of NDAs forms an attractive specification formalism in quantitative
    formal verification. All our results hold equally for automata over finite words
    and for automata over infinite words. '
alternative_title:
- LIPIcs
author:
- first_name: Udi
  full_name: Boker, Udi
  id: 31E297B6-F248-11E8-B48F-1D18A9856A87
  last_name: Boker
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: 'Boker U, Henzinger TA. Determinizing discounted-sum automata. In: Vol 12.
    Springer; 2011:82-96. doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2011.82">10.4230/LIPIcs.CSL.2011.82</a>'
  apa: 'Boker, U., &#38; Henzinger, T. A. (2011). Determinizing discounted-sum automata
    (Vol. 12, pp. 82–96). Presented at the CSL: Computer Science Logic, Bergen, Norway:
    Springer. <a href="https://doi.org/10.4230/LIPIcs.CSL.2011.82">https://doi.org/10.4230/LIPIcs.CSL.2011.82</a>'
  chicago: Boker, Udi, and Thomas A Henzinger. “Determinizing Discounted-Sum Automata,”
    12:82–96. Springer, 2011. <a href="https://doi.org/10.4230/LIPIcs.CSL.2011.82">https://doi.org/10.4230/LIPIcs.CSL.2011.82</a>.
  ieee: 'U. Boker and T. A. Henzinger, “Determinizing discounted-sum automata,” presented
    at the CSL: Computer Science Logic, Bergen, Norway, 2011, vol. 12, pp. 82–96.'
  ista: 'Boker U, Henzinger TA. 2011. Determinizing discounted-sum automata. CSL:
    Computer Science Logic, LIPIcs, vol. 12, 82–96.'
  mla: Boker, Udi, and Thomas A. Henzinger. <i>Determinizing Discounted-Sum Automata</i>.
    Vol. 12, Springer, 2011, pp. 82–96, doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2011.82">10.4230/LIPIcs.CSL.2011.82</a>.
  short: U. Boker, T.A. Henzinger, in:, Springer, 2011, pp. 82–96.
conference:
  end_date: 2011-09-15
  location: Bergen, Norway
  name: 'CSL: Computer Science Logic'
  start_date: 2011-09-12
date_created: 2018-12-11T12:02:53Z
date_published: 2011-08-31T00:00:00Z
date_updated: 2021-01-12T07:42:56Z
day: '31'
ddc:
- '004'
department:
- _id: ToHe
doi: 10.4230/LIPIcs.CSL.2011.82
ec_funded: 1
file:
- access_level: open_access
  checksum: 250603c6be8ccad4fbd4d7b24221f0ee
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:10:17Z
  date_updated: 2020-07-14T12:46:10Z
  file_id: '4803'
  file_name: IST-2012-82-v1+1_Determinizing_discounted-sum_automata.pdf
  file_size: 504270
  relation: main_file
file_date_updated: 2020-07-14T12:46:10Z
has_accepted_license: '1'
intvolume: '        12'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '08'
oa: 1
oa_version: Published Version
page: 82 - 96
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 25EFB36C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '215543'
  name: COMponent-Based Embedded Systems design Techniques
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25F1337C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '214373'
  name: Design for Embedded Systems
publication_status: published
publisher: Springer
publist_id: '3255'
pubrep_id: '82'
quality_controlled: '1'
scopus_import: 1
status: public
title: Determinizing discounted-sum automata
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 12
year: '2011'
...
---
_id: '3361'
abstract:
- lang: eng
  text: In this paper, we investigate the computational complexity of quantitative
    information flow (QIF) problems. Information-theoretic quantitative relaxations
    of noninterference (based on Shannon entropy)have been introduced to enable more
    fine-grained reasoning about programs in situations where limited information
    flow is acceptable. The QIF bounding problem asks whether the information flow
    in a given program is bounded by a constant $d$. Our first result is that the
    QIF bounding problem is PSPACE-complete. The QIF memoryless synthesis problem
    asks whether it is possible to resolve nondeterministic choices in a given partial
    program in such a way that in the resulting deterministic program, the quantitative
    information flow is bounded by a given constant $d$. Our second result is that
    the QIF memoryless synthesis problem is also EXPTIME-complete. The QIF memoryless
    synthesis problem generalizes to QIF general synthesis problem which does not
    impose the memoryless requirement (that is, by allowing the synthesized program
    to have more variables then the original partial program). Our third result is
    that the QIF general synthesis problem is EXPTIME-hard.
author:
- first_name: Pavol
  full_name: Cerny, Pavol
  id: 4DCBEFFE-F248-11E8-B48F-1D18A9856A87
  last_name: Cerny
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: 'Cerny P, Chatterjee K, Henzinger TA. The complexity of quantitative information
    flow problems. In: IEEE; 2011:205-217. doi:<a href="https://doi.org/10.1109/CSF.2011.21">10.1109/CSF.2011.21</a>'
  apa: 'Cerny, P., Chatterjee, K., &#38; Henzinger, T. A. (2011). The complexity of
    quantitative information flow problems (pp. 205–217). Presented at the CSF: Computer
    Security Foundations, Cernay-la-Ville, France: IEEE. <a href="https://doi.org/10.1109/CSF.2011.21">https://doi.org/10.1109/CSF.2011.21</a>'
  chicago: Cerny, Pavol, Krishnendu Chatterjee, and Thomas A Henzinger. “The Complexity
    of Quantitative Information Flow Problems,” 205–17. IEEE, 2011. <a href="https://doi.org/10.1109/CSF.2011.21">https://doi.org/10.1109/CSF.2011.21</a>.
  ieee: 'P. Cerny, K. Chatterjee, and T. A. Henzinger, “The complexity of quantitative
    information flow problems,” presented at the CSF: Computer Security Foundations,
    Cernay-la-Ville, France, 2011, pp. 205–217.'
  ista: 'Cerny P, Chatterjee K, Henzinger TA. 2011. The complexity of quantitative
    information flow problems. CSF: Computer Security Foundations, 205–217.'
  mla: Cerny, Pavol, et al. <i>The Complexity of Quantitative Information Flow Problems</i>.
    IEEE, 2011, pp. 205–17, doi:<a href="https://doi.org/10.1109/CSF.2011.21">10.1109/CSF.2011.21</a>.
  short: P. Cerny, K. Chatterjee, T.A. Henzinger, in:, IEEE, 2011, pp. 205–217.
conference:
  end_date: 2011-06-29
  location: Cernay-la-Ville, France
  name: 'CSF: Computer Security Foundations'
  start_date: 2011-06-27
date_created: 2018-12-11T12:02:54Z
date_published: 2011-06-27T00:00:00Z
date_updated: 2021-01-12T07:42:56Z
day: '27'
ddc:
- '000'
- '005'
department:
- _id: ToHe
- _id: KrCh
doi: 10.1109/CSF.2011.21
ec_funded: 1
file:
- access_level: open_access
  checksum: 1a25be0c62459fc7640db88af08ff63a
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:10:07Z
  date_updated: 2020-07-14T12:46:10Z
  file_id: '4792'
  file_name: IST-2012-81-v1+1_The_complexity_of_quantitative_information_flow_problems.pdf
  file_size: 299069
  relation: main_file
file_date_updated: 2020-07-14T12:46:10Z
has_accepted_license: '1'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Submitted Version
page: 205 - 217
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication_status: published
publisher: IEEE
publist_id: '3254'
pubrep_id: '81'
quality_controlled: '1'
scopus_import: 1
status: public
title: The complexity of quantitative information flow problems
type: conference
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
year: '2011'
...
---
_id: '3362'
abstract:
- lang: eng
  text: State-transition systems communicating by shared variables have been the underlying
    model of choice for applications of model checking. Such formalisms, however,
    have difficulty with modeling process creation or death and communication reconfigurability.
    Here, we introduce “dynamic reactive modules” (DRM), a state-transition modeling
    formalism that supports dynamic reconfiguration and creation/death of processes.
    The resulting formalism supports two types of variables, data variables and reference
    variables. Reference variables enable changing the connectivity between processes
    and referring to instances of processes. We show how this new formalism supports
    parallel composition and refinement through trace containment. DRM provide a natural
    language for modeling (and ultimately reasoning about) biological systems and
    multiple threads communicating through shared variables.
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Jasmin
  full_name: Fisher, Jasmin
  last_name: Fisher
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Dejan
  full_name: Nickovic, Dejan
  id: 41BCEE5C-F248-11E8-B48F-1D18A9856A87
  last_name: Nickovic
- first_name: Nir
  full_name: Piterman, Nir
  last_name: Piterman
- first_name: Anmol
  full_name: Singh, Anmol
  last_name: Singh
- first_name: Moshe
  full_name: Vardi, Moshe
  last_name: Vardi
citation:
  ama: 'Fisher J, Henzinger TA, Nickovic D, Piterman N, Singh A, Vardi M. Dynamic
    reactive modules. In: Vol 6901. Schloss Dagstuhl - Leibniz-Zentrum für Informatik;
    2011:404-418. doi:<a href="https://doi.org/10.1007/978-3-642-23217-6_27">10.1007/978-3-642-23217-6_27</a>'
  apa: 'Fisher, J., Henzinger, T. A., Nickovic, D., Piterman, N., Singh, A., &#38;
    Vardi, M. (2011). Dynamic reactive modules (Vol. 6901, pp. 404–418). Presented
    at the CONCUR: Concurrency Theory, Aachen, Germany: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.1007/978-3-642-23217-6_27">https://doi.org/10.1007/978-3-642-23217-6_27</a>'
  chicago: Fisher, Jasmin, Thomas A Henzinger, Dejan Nickovic, Nir Piterman, Anmol
    Singh, and Moshe Vardi. “Dynamic Reactive Modules,” 6901:404–18. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2011. <a href="https://doi.org/10.1007/978-3-642-23217-6_27">https://doi.org/10.1007/978-3-642-23217-6_27</a>.
  ieee: 'J. Fisher, T. A. Henzinger, D. Nickovic, N. Piterman, A. Singh, and M. Vardi,
    “Dynamic reactive modules,” presented at the CONCUR: Concurrency Theory, Aachen,
    Germany, 2011, vol. 6901, pp. 404–418.'
  ista: 'Fisher J, Henzinger TA, Nickovic D, Piterman N, Singh A, Vardi M. 2011. Dynamic
    reactive modules. CONCUR: Concurrency Theory, LNCS, vol. 6901, 404–418.'
  mla: Fisher, Jasmin, et al. <i>Dynamic Reactive Modules</i>. Vol. 6901, Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik, 2011, pp. 404–18, doi:<a href="https://doi.org/10.1007/978-3-642-23217-6_27">10.1007/978-3-642-23217-6_27</a>.
  short: J. Fisher, T.A. Henzinger, D. Nickovic, N. Piterman, A. Singh, M. Vardi,
    in:, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2011, pp. 404–418.
conference:
  end_date: 2011-09-09
  location: Aachen, Germany
  name: 'CONCUR: Concurrency Theory'
  start_date: 2011-09-06
date_created: 2018-12-11T12:02:54Z
date_published: 2011-01-01T00:00:00Z
date_updated: 2021-01-12T07:42:57Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1007/978-3-642-23217-6_27
ec_funded: 1
file:
- access_level: open_access
  checksum: 6bf2453d8e52e979ddb58d17325bad26
  content_type: application/pdf
  creator: dernst
  date_created: 2020-05-19T16:17:48Z
  date_updated: 2020-07-14T12:46:10Z
  file_id: '7870'
  file_name: 2011_CONCUR_Fisher.pdf
  file_size: 337125
  relation: main_file
file_date_updated: 2020-07-14T12:46:10Z
has_accepted_license: '1'
intvolume: '      6901'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Submitted Version
page: 404 - 418
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '3253'
quality_controlled: '1'
scopus_import: 1
status: public
title: Dynamic reactive modules
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 6901
year: '2011'
...
---
_id: '3363'
abstract:
- lang: eng
  text: We consider probabilistic automata on infinite words with acceptance defined
    by safety, reachability, Büchi, coBüchi, and limit-average conditions. We consider
    quantitative and qualitative decision problems. We present extensions and adaptations
    of proofs for probabilistic finite automata and present a complete characterization
    of the decidability and undecidability frontier of the quantitative and qualitative
    decision problems for probabilistic automata on infinite words.
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Mathieu
  full_name: Tracol, Mathieu
  id: 3F54FA38-F248-11E8-B48F-1D18A9856A87
  last_name: Tracol
citation:
  ama: Chatterjee K, Henzinger TA, Tracol M. The decidability frontier for probabilistic
    automata on infinite words.
  apa: Chatterjee, K., Henzinger, T. A., &#38; Tracol, M. (n.d.). The decidability
    frontier for probabilistic automata on infinite words. ArXiv.
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, and Mathieu Tracol. “The Decidability
    Frontier for Probabilistic Automata on Infinite Words.” ArXiv, n.d.
  ieee: K. Chatterjee, T. A. Henzinger, and M. Tracol, “The decidability frontier
    for probabilistic automata on infinite words.” ArXiv.
  ista: Chatterjee K, Henzinger TA, Tracol M. The decidability frontier for probabilistic
    automata on infinite words.
  mla: Chatterjee, Krishnendu, et al. <i>The Decidability Frontier for Probabilistic
    Automata on Infinite Words</i>. ArXiv.
  short: K. Chatterjee, T.A. Henzinger, M. Tracol, (n.d.).
date_created: 2018-12-11T12:02:54Z
date_published: 2011-04-01T00:00:00Z
date_updated: 2020-01-21T13:20:24Z
day: '01'
department:
- _id: KrCh
- _id: ToHe
ec_funded: 1
external_id:
  arxiv:
  - '1104.0127'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1104.0127
month: '04'
oa: 1
oa_version: Preprint
page: '19'
project:
- _id: 25EFB36C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '215543'
  name: COMponent-Based Embedded Systems design Techniques
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
- _id: 25F1337C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '214373'
  name: Design for Embedded Systems
publication_status: submitted
publisher: ArXiv
publist_id: '3251'
status: public
title: The decidability frontier for probabilistic automata on infinite words
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2011'
...
---
_id: '3364'
abstract:
- lang: eng
  text: Molecular noise, which arises from the randomness of the discrete events in
    the cell, significantly influences fundamental biological processes. Discrete-state
    continuous-time stochastic models (CTMC) can be used to describe such effects,
    but the calculation of the probabilities of certain events is computationally
    expensive. We present a comparison of two analysis approaches for CTMC. On one
    hand, we estimate the probabilities of interest using repeated Gillespie simulation
    and determine the statistical accuracy that we obtain. On the other hand, we apply
    a numerical reachability analysis that approximates the probability distributions
    of the system at several time instances. We use examples of cellular processes
    to demonstrate the superiority of the reachability analysis if accurate results
    are required.
author:
- first_name: Frédéric
  full_name: Didier, Frédéric
  last_name: Didier
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Maria
  full_name: Mateescu, Maria
  last_name: Mateescu
- first_name: Verena
  full_name: Wolf, Verena
  last_name: Wolf
citation:
  ama: Didier F, Henzinger TA, Mateescu M, Wolf V. Approximation of event probabilities
    in noisy cellular processes. <i>Theoretical Computer Science</i>. 2011;412(21):2128-2141.
    doi:<a href="https://doi.org/10.1016/j.tcs.2010.10.022">10.1016/j.tcs.2010.10.022</a>
  apa: Didier, F., Henzinger, T. A., Mateescu, M., &#38; Wolf, V. (2011). Approximation
    of event probabilities in noisy cellular processes. <i>Theoretical Computer Science</i>.
    Elsevier. <a href="https://doi.org/10.1016/j.tcs.2010.10.022">https://doi.org/10.1016/j.tcs.2010.10.022</a>
  chicago: Didier, Frédéric, Thomas A Henzinger, Maria Mateescu, and Verena Wolf.
    “Approximation of Event Probabilities in Noisy Cellular Processes.” <i>Theoretical
    Computer Science</i>. Elsevier, 2011. <a href="https://doi.org/10.1016/j.tcs.2010.10.022">https://doi.org/10.1016/j.tcs.2010.10.022</a>.
  ieee: F. Didier, T. A. Henzinger, M. Mateescu, and V. Wolf, “Approximation of event
    probabilities in noisy cellular processes,” <i>Theoretical Computer Science</i>,
    vol. 412, no. 21. Elsevier, pp. 2128–2141, 2011.
  ista: Didier F, Henzinger TA, Mateescu M, Wolf V. 2011. Approximation of event probabilities
    in noisy cellular processes. Theoretical Computer Science. 412(21), 2128–2141.
  mla: Didier, Frédéric, et al. “Approximation of Event Probabilities in Noisy Cellular
    Processes.” <i>Theoretical Computer Science</i>, vol. 412, no. 21, Elsevier, 2011,
    pp. 2128–41, doi:<a href="https://doi.org/10.1016/j.tcs.2010.10.022">10.1016/j.tcs.2010.10.022</a>.
  short: F. Didier, T.A. Henzinger, M. Mateescu, V. Wolf, Theoretical Computer Science
    412 (2011) 2128–2141.
date_created: 2018-12-11T12:02:55Z
date_published: 2011-05-06T00:00:00Z
date_updated: 2023-02-23T12:15:28Z
day: '06'
ddc:
- '000'
- '004'
department:
- _id: ToHe
doi: 10.1016/j.tcs.2010.10.022
file:
- access_level: open_access
  checksum: e5503e25ce020d753e06b3431e16841e
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:11:09Z
  date_updated: 2020-07-14T12:46:10Z
  file_id: '4862'
  file_name: IST-2012-79-v1+1_Approximation_of_event_probabilities_in_noisy_cellular_processes.pdf
  file_size: 230503
  relation: main_file
file_date_updated: 2020-07-14T12:46:10Z
has_accepted_license: '1'
intvolume: '       412'
issue: '21'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Submitted Version
page: 2128 - 2141
publication: Theoretical Computer Science
publication_status: published
publisher: Elsevier
publist_id: '3249'
pubrep_id: '79'
quality_controlled: '1'
related_material:
  record:
  - id: '4535'
    relation: earlier_version
    status: public
scopus_import: 1
status: public
title: Approximation of event probabilities in noisy cellular processes
type: journal_article
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 412
year: '2011'
...
---
_id: '3365'
abstract:
- lang: eng
  text: We present the tool Quasy, a quantitative synthesis tool. Quasy takes qualitative
    and quantitative specifications and automatically constructs a system that satisfies
    the qualitative specification and optimizes the quantitative specification, if
    such a system exists. The user can choose between a system that satisfies and
    optimizes the specifications (a) under all possible environment behaviors or (b)
    under the most-likely environment behaviors given as a probability distribution
    on the possible input sequences. Quasy solves these two quantitative synthesis
    problems by reduction to instances of 2-player games and Markov Decision Processes
    (MDPs) with quantitative winning objectives. Quasy can also be seen as a game
    solver for quantitative games. Most notable, it can solve lexicographic mean-payoff
    games with 2 players, MDPs with mean-payoff objectives, and ergodic MDPs with
    mean-payoff parity objectives.
alternative_title:
- LNCS
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Barbara
  full_name: Jobstmann, Barbara
  last_name: Jobstmann
- first_name: Rohit
  full_name: Singh, Rohit
  last_name: Singh
citation:
  ama: 'Chatterjee K, Henzinger TA, Jobstmann B, Singh R. QUASY: quantitative synthesis
    tool. In: Vol 6605. Springer; 2011:267-271. doi:<a href="https://doi.org/10.1007/978-3-642-19835-9_24">10.1007/978-3-642-19835-9_24</a>'
  apa: 'Chatterjee, K., Henzinger, T. A., Jobstmann, B., &#38; Singh, R. (2011). QUASY:
    quantitative synthesis tool (Vol. 6605, pp. 267–271). Presented at the TACAS:
    Tools and Algorithms for the Construction and Analysis of Systems, Saarbrucken,
    Germany: Springer. <a href="https://doi.org/10.1007/978-3-642-19835-9_24">https://doi.org/10.1007/978-3-642-19835-9_24</a>'
  chicago: 'Chatterjee, Krishnendu, Thomas A Henzinger, Barbara Jobstmann, and Rohit
    Singh. “QUASY: Quantitative Synthesis Tool,” 6605:267–71. Springer, 2011. <a href="https://doi.org/10.1007/978-3-642-19835-9_24">https://doi.org/10.1007/978-3-642-19835-9_24</a>.'
  ieee: 'K. Chatterjee, T. A. Henzinger, B. Jobstmann, and R. Singh, “QUASY: quantitative
    synthesis tool,” presented at the TACAS: Tools and Algorithms for the Construction
    and Analysis of Systems, Saarbrucken, Germany, 2011, vol. 6605, pp. 267–271.'
  ista: 'Chatterjee K, Henzinger TA, Jobstmann B, Singh R. 2011. QUASY: quantitative
    synthesis tool. TACAS: Tools and Algorithms for the Construction and Analysis
    of Systems, LNCS, vol. 6605, 267–271.'
  mla: 'Chatterjee, Krishnendu, et al. <i>QUASY: Quantitative Synthesis Tool</i>.
    Vol. 6605, Springer, 2011, pp. 267–71, doi:<a href="https://doi.org/10.1007/978-3-642-19835-9_24">10.1007/978-3-642-19835-9_24</a>.'
  short: K. Chatterjee, T.A. Henzinger, B. Jobstmann, R. Singh, in:, Springer, 2011,
    pp. 267–271.
conference:
  end_date: 2011-04-03
  location: Saarbrucken, Germany
  name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems'
  start_date: 2011-03-26
date_created: 2018-12-11T12:02:55Z
date_published: 2011-09-29T00:00:00Z
date_updated: 2021-01-12T07:42:58Z
day: '29'
ddc:
- '000'
- '005'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1007/978-3-642-19835-9_24
file:
- access_level: open_access
  checksum: 762e52eb296f6dbfbf2a75d98b8ebaee
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:13:37Z
  date_updated: 2020-07-14T12:46:10Z
  file_id: '5022'
  file_name: IST-2012-77-v1+1_QUASY-_quantitative_synthesis_tool.pdf
  file_size: 475661
  relation: main_file
file_date_updated: 2020-07-14T12:46:10Z
has_accepted_license: '1'
intvolume: '      6605'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Submitted Version
page: 267 - 271
publication_status: published
publisher: Springer
publist_id: '3248'
pubrep_id: '77'
quality_controlled: '1'
scopus_import: 1
status: public
title: 'QUASY: quantitative synthesis tool'
type: conference
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 6605
year: '2011'
...
---
_id: '3366'
abstract:
- lang: eng
  text: 'We present an algorithmic method for the quantitative, performance-aware
    synthesis of concurrent programs. The input consists of a nondeterministic partial
    program and of a parametric performance model. The nondeterminism allows the programmer
    to omit which (if any) synchronization construct is used at a particular program
    location. The performance model, specified as a weighted automaton, can capture
    system architectures by assigning different costs to actions such as locking,
    context switching, and memory and cache accesses. The quantitative synthesis problem
    is to automatically resolve the nondeterminism of the partial program so that
    both correctness is guaranteed and performance is optimal. As is standard for
    shared memory concurrency, correctness is formalized &quot;specification free&quot;,
    in particular as race freedom or deadlock freedom. For worst-case (average-case)
    performance, we show that the problem can be reduced to 2-player graph games (with
    probabilistic transitions) with quantitative objectives. While we show, using
    game-theoretic methods, that the synthesis problem is Nexp-complete, we present
    an algorithmic method and an implementation that works efficiently for concurrent
    programs and performance models of practical interest. We have implemented a prototype
    tool and used it to synthesize finite-state concurrent programs that exhibit different
    programming patterns, for several performance models representing different architectures. '
alternative_title:
- LNCS
article_processing_charge: No
author:
- first_name: Pavol
  full_name: Cerny, Pavol
  id: 4DCBEFFE-F248-11E8-B48F-1D18A9856A87
  last_name: Cerny
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Arjun
  full_name: Radhakrishna, Arjun
  id: 3B51CAC4-F248-11E8-B48F-1D18A9856A87
  last_name: Radhakrishna
- first_name: Rohit
  full_name: Singh, Rohit
  last_name: Singh
citation:
  ama: 'Cerny P, Chatterjee K, Henzinger TA, Radhakrishna A, Singh R. Quantitative
    synthesis for concurrent programs. In: Gopalakrishnan G, Qadeer S, eds. Vol 6806.
    Springer; 2011:243-259. doi:<a href="https://doi.org/10.1007/978-3-642-22110-1_20">10.1007/978-3-642-22110-1_20</a>'
  apa: 'Cerny, P., Chatterjee, K., Henzinger, T. A., Radhakrishna, A., &#38; Singh,
    R. (2011). Quantitative synthesis for concurrent programs. In G. Gopalakrishnan
    &#38; S. Qadeer (Eds.) (Vol. 6806, pp. 243–259). Presented at the CAV: Computer
    Aided Verification, Snowbird, USA: Springer. <a href="https://doi.org/10.1007/978-3-642-22110-1_20">https://doi.org/10.1007/978-3-642-22110-1_20</a>'
  chicago: Cerny, Pavol, Krishnendu Chatterjee, Thomas A Henzinger, Arjun Radhakrishna,
    and Rohit Singh. “Quantitative Synthesis for Concurrent Programs.” edited by Ganesh
    Gopalakrishnan and Shaz Qadeer, 6806:243–59. Springer, 2011. <a href="https://doi.org/10.1007/978-3-642-22110-1_20">https://doi.org/10.1007/978-3-642-22110-1_20</a>.
  ieee: 'P. Cerny, K. Chatterjee, T. A. Henzinger, A. Radhakrishna, and R. Singh,
    “Quantitative synthesis for concurrent programs,” presented at the CAV: Computer
    Aided Verification, Snowbird, USA, 2011, vol. 6806, pp. 243–259.'
  ista: 'Cerny P, Chatterjee K, Henzinger TA, Radhakrishna A, Singh R. 2011. Quantitative
    synthesis for concurrent programs. CAV: Computer Aided Verification, LNCS, vol.
    6806, 243–259.'
  mla: Cerny, Pavol, et al. <i>Quantitative Synthesis for Concurrent Programs</i>.
    Edited by Ganesh Gopalakrishnan and Shaz Qadeer, vol. 6806, Springer, 2011, pp.
    243–59, doi:<a href="https://doi.org/10.1007/978-3-642-22110-1_20">10.1007/978-3-642-22110-1_20</a>.
  short: P. Cerny, K. Chatterjee, T.A. Henzinger, A. Radhakrishna, R. Singh, in:,
    G. Gopalakrishnan, S. Qadeer (Eds.), Springer, 2011, pp. 243–259.
conference:
  end_date: 2011-07-20
  location: Snowbird, USA
  name: 'CAV: Computer Aided Verification'
  start_date: 2011-07-14
date_created: 2018-12-11T12:02:55Z
date_published: 2011-04-21T00:00:00Z
date_updated: 2023-02-23T12:24:01Z
day: '21'
ddc:
- '000'
- '004'
department:
- _id: ToHe
- _id: KrCh
doi: 10.1007/978-3-642-22110-1_20
ec_funded: 1
editor:
- first_name: Ganesh
  full_name: Gopalakrishnan, Ganesh
  last_name: Gopalakrishnan
- first_name: Shaz
  full_name: Qadeer, Shaz
  last_name: Qadeer
file:
- access_level: open_access
  checksum: c033689355f45742dc7c99b5af13ce7a
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:15:51Z
  date_updated: 2020-07-14T12:46:10Z
  file_id: '5174'
  file_name: IST-2012-76-v1+1_Quantitative_synthesis_for_concurrent_programs.pdf
  file_size: 508946
  relation: main_file
file_date_updated: 2020-07-14T12:46:10Z
has_accepted_license: '1'
intvolume: '      6806'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Submitted Version
page: 243 - 259
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25F5A88A-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Moderne Concurrency Paradigms
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
- _id: 25F1337C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '214373'
  name: Design for Embedded Systems
publication_status: published
publisher: Springer
publist_id: '3247'
pubrep_id: '76'
quality_controlled: '1'
related_material:
  record:
  - id: '5388'
    relation: earlier_version
    status: public
status: public
title: Quantitative synthesis for concurrent programs
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 6806
year: '2011'
...
---
_id: '3368'
abstract:
- lang: eng
  text: Tissue surface tension (TST) is an important mechanical property influencing
    cell sorting and tissue envelopment. The study by Manning et al. (1) reported
    on a mathematical model describing TST on the basis of the balance between adhesive
    and tensile properties of the constituent cells. The model predicts that, in high-adhesion
    cell aggregates, surface cells will be stretched to maintain the same area of
    cell–cell contact as interior bulk cells, resulting in an elongated and flattened
    cell shape. The authors (1) observed flat and elongated cells at the surface of
    high-adhesion zebrafish germ-layer explants, which they argue are undifferentiated
    stretched germ-layer progenitor cells, and they use this observation as a validation
    of their model.
author:
- first_name: Gabriel
  full_name: Krens, Gabriel
  id: 2B819732-F248-11E8-B48F-1D18A9856A87
  last_name: Krens
  orcid: 0000-0003-4761-5996
- first_name: Stephanie
  full_name: Möllmert, Stephanie
  id: 260FD49C-E911-11E9-B5EA-D9538404589B
  last_name: Möllmert
- first_name: Carl-Philipp J
  full_name: Heisenberg, Carl-Philipp J
  id: 39427864-F248-11E8-B48F-1D18A9856A87
  last_name: Heisenberg
  orcid: 0000-0002-0912-4566
citation:
  ama: Krens G, Möllmert S, Heisenberg C-PJ. Enveloping cell layer differentiation
    at the surface of zebrafish germ layer tissue explants. <i>PNAS</i>. 2011;108(3):E9-E10.
    doi:<a href="https://doi.org/10.1073/pnas.1010767108">10.1073/pnas.1010767108</a>
  apa: Krens, G., Möllmert, S., &#38; Heisenberg, C.-P. J. (2011). Enveloping cell
    layer differentiation at the surface of zebrafish germ layer tissue explants.
    <i>PNAS</i>. National Academy of Sciences. <a href="https://doi.org/10.1073/pnas.1010767108">https://doi.org/10.1073/pnas.1010767108</a>
  chicago: Krens, Gabriel, Stephanie Möllmert, and Carl-Philipp J Heisenberg. “Enveloping
    Cell Layer Differentiation at the Surface of Zebrafish Germ Layer Tissue Explants.”
    <i>PNAS</i>. National Academy of Sciences, 2011. <a href="https://doi.org/10.1073/pnas.1010767108">https://doi.org/10.1073/pnas.1010767108</a>.
  ieee: G. Krens, S. Möllmert, and C.-P. J. Heisenberg, “Enveloping cell layer differentiation
    at the surface of zebrafish germ layer tissue explants,” <i>PNAS</i>, vol. 108,
    no. 3. National Academy of Sciences, pp. E9–E10, 2011.
  ista: Krens G, Möllmert S, Heisenberg C-PJ. 2011. Enveloping cell layer differentiation
    at the surface of zebrafish germ layer tissue explants. PNAS. 108(3), E9–E10.
  mla: Krens, Gabriel, et al. “Enveloping Cell Layer Differentiation at the Surface
    of Zebrafish Germ Layer Tissue Explants.” <i>PNAS</i>, vol. 108, no. 3, National
    Academy of Sciences, 2011, pp. E9–10, doi:<a href="https://doi.org/10.1073/pnas.1010767108">10.1073/pnas.1010767108</a>.
  short: G. Krens, S. Möllmert, C.-P.J. Heisenberg, PNAS 108 (2011) E9–E10.
date_created: 2018-12-11T12:02:56Z
date_published: 2011-01-18T00:00:00Z
date_updated: 2021-01-12T07:43:00Z
day: '18'
department:
- _id: CaHe
doi: 10.1073/pnas.1010767108
external_id:
  pmid:
  - '21212360'
intvolume: '       108'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3024655
month: '01'
oa: 1
oa_version: Submitted Version
page: E9 - E10
pmid: 1
publication: PNAS
publication_status: published
publisher: National Academy of Sciences
publist_id: '3244'
quality_controlled: '1'
scopus_import: 1
status: public
title: Enveloping cell layer differentiation at the surface of zebrafish germ layer
  tissue explants
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 108
year: '2011'
...
---
_id: '3370'
abstract:
- lang: eng
  text: Supertree methods are widely applied and give rise to new conclusions about
    phylogenies (e.g., Bininda-Emonds et al. 2007). Although several desiderata for
    supertree methods exist (Wilkinson, Thorley, et al. 2004), only few of them have
    been studied in greater detail, examples include shape bias (Wilkinson et al.
    2005) or pareto properties (Wilkinson et al. 2007). Here I look more closely at
    two matrix representation methods, matrix representation with compatibility (MRC)
    and matrix representation with parsimony (MRP). Different null models of random
    data are studied and the resulting tree shapes are investigated. Thereby I consider
    unrooted trees and a bias in tree shape is determined by a tree balance measure.
    The measure for unrooted trees is a modification of a tree balance measure for
    rooted trees. I observe that depending on the underlying null model of random
    data, the methods may resolve conflict in favor of more balanced tree shapes.
    The analyses refer only to trees with the same taxon set, also known as the consensus
    setting (e.g., Wilkinson et al. 2007), but I will be able to draw conclusions
    on how to deal with missing data.
author:
- first_name: Anne
  full_name: Kupczok, Anne
  id: 2BB22BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Kupczok
citation:
  ama: Kupczok A. Consequences of different null models on the tree shape bias of
    supertree methods. <i>Systematic Biology</i>. 2011;60(2):218-225. doi:<a href="https://doi.org/10.1093/sysbio/syq086">10.1093/sysbio/syq086</a>
  apa: Kupczok, A. (2011). Consequences of different null models on the tree shape
    bias of supertree methods. <i>Systematic Biology</i>. Oxford University Press.
    <a href="https://doi.org/10.1093/sysbio/syq086">https://doi.org/10.1093/sysbio/syq086</a>
  chicago: Kupczok, Anne. “Consequences of Different Null Models on the Tree Shape
    Bias of Supertree Methods.” <i>Systematic Biology</i>. Oxford University Press,
    2011. <a href="https://doi.org/10.1093/sysbio/syq086">https://doi.org/10.1093/sysbio/syq086</a>.
  ieee: A. Kupczok, “Consequences of different null models on the tree shape bias
    of supertree methods,” <i>Systematic Biology</i>, vol. 60, no. 2. Oxford University
    Press, pp. 218–225, 2011.
  ista: Kupczok A. 2011. Consequences of different null models on the tree shape bias
    of supertree methods. Systematic Biology. 60(2), 218–225.
  mla: Kupczok, Anne. “Consequences of Different Null Models on the Tree Shape Bias
    of Supertree Methods.” <i>Systematic Biology</i>, vol. 60, no. 2, Oxford University
    Press, 2011, pp. 218–25, doi:<a href="https://doi.org/10.1093/sysbio/syq086">10.1093/sysbio/syq086</a>.
  short: A. Kupczok, Systematic Biology 60 (2011) 218–225.
date_created: 2018-12-11T12:02:57Z
date_published: 2011-03-01T00:00:00Z
date_updated: 2021-01-12T07:43:01Z
day: '01'
department:
- _id: JoBo
doi: 10.1093/sysbio/syq086
intvolume: '        60'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://eprints.cs.univie.ac.at/3226/
month: '03'
oa: 1
oa_version: Submitted Version
page: 218 - 225
publication: Systematic Biology
publication_status: published
publisher: Oxford University Press
publist_id: '3241'
quality_controlled: '1'
status: public
title: Consequences of different null models on the tree shape bias of supertree methods
type: journal_article
user_id: 4435EBFC-F248-11E8-B48F-1D18A9856A87
volume: 60
year: '2011'
...
