Doing-it-All with Bounded Work and Communication
We consider the Do-All problem, where \(p\) cooperating processors need to complete \(t\) similar and independent tasks in an adversarial setting. Here we deal with a synchronous message passing system with processors that are subject to crash failures. Efficiency of algorithms in this setting is me...
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Ithaca
Cornell University Library, arXiv.org
19.07.2018
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| ISSN: | 2331-8422 |
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| Abstract | We consider the Do-All problem, where \(p\) cooperating processors need to complete \(t\) similar and independent tasks in an adversarial setting. Here we deal with a synchronous message passing system with processors that are subject to crash failures. Efficiency of algorithms in this setting is measured in terms of work complexity (also known as total available processor steps) and communication complexity (total number of point-to-point messages). When work and communication are considered to be comparable resources, then the overall efficiency is meaningfully expressed in terms of effort defined as work + communication. We develop and analyze a constructive algorithm that has work \(O( t + p \log p\, (\sqrt{p\log p}+\sqrt{t\log t}\, ) )\) and a nonconstructive algorithm that has work \(O(t +p \log^2 p)\). The latter result is close to the lower bound \(\Omega(t + p \log p/ \log \log p)\) on work. The effort of each of these algorithms is proportional to its work when the number of crashes is bounded above by \(c\,p\), for some positive constant \(c < 1\). We also present a nonconstructive algorithm that has effort \(O(t + p ^{1.77})\). |
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| AbstractList | We consider the Do-All problem, where \(p\) cooperating processors need to complete \(t\) similar and independent tasks in an adversarial setting. Here we deal with a synchronous message passing system with processors that are subject to crash failures. Efficiency of algorithms in this setting is measured in terms of work complexity (also known as total available processor steps) and communication complexity (total number of point-to-point messages). When work and communication are considered to be comparable resources, then the overall efficiency is meaningfully expressed in terms of effort defined as work + communication. We develop and analyze a constructive algorithm that has work \(O( t + p \log p\, (\sqrt{p\log p}+\sqrt{t\log t}\, ) )\) and a nonconstructive algorithm that has work \(O(t +p \log^2 p)\). The latter result is close to the lower bound \(\Omega(t + p \log p/ \log \log p)\) on work. The effort of each of these algorithms is proportional to its work when the number of crashes is bounded above by \(c\,p\), for some positive constant \(c < 1\). We also present a nonconstructive algorithm that has effort \(O(t + p ^{1.77})\). |
| Author | Schwarzmann, Alexander A Kowalski, Dariusz R Gąsieniec, Leszek Chlebus, Bogdan S |
| Author_xml | – sequence: 1 givenname: Bogdan surname: Chlebus middlename: S fullname: Chlebus, Bogdan S – sequence: 2 givenname: Leszek surname: Gąsieniec fullname: Gąsieniec, Leszek – sequence: 3 givenname: Dariusz surname: Kowalski middlename: R fullname: Kowalski, Dariusz R – sequence: 4 givenname: Alexander surname: Schwarzmann middlename: A fullname: Schwarzmann, Alexander A |
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| Copyright | 2018. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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| DOI | 10.48550/arxiv.1409.4711 |
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| Snippet | We consider the Do-All problem, where \(p\) cooperating processors need to complete \(t\) similar and independent tasks in an adversarial setting. Here we deal... |
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| SubjectTerms | Algorithms Communication Complexity Crashes Lower bounds Message passing Microprocessors Processors |
| Title | Doing-it-All with Bounded Work and Communication |
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