Matches in SemOpenAlex for { <https://semopenalex.org/work/W2899682787> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2899682787 endingPage "853" @default.
- W2899682787 startingPage "837" @default.
- W2899682787 abstract "Fairness and efficiency are generally two important metrics for users in modern cloud computing. Due to the heterogeneous resource demands of CPU and memory for users’ tasks, it cannot achieve the strict 100% fairness and the maximum efficiency at the same time. Quantitatively showing the fairness degradation/loss becomes essentially important in the design of any fairness-efficiency tradeoff scheduler. Existing fairness-efficiency schedulers (e.g., Tetris) can balance such a tradeoff elastically by relaxing fairness constraint for improved efficiency using the knob. However, their approaches are insensitive to the fairness degradation under different knobs, which makes several drawbacks. First, it cannot quantitatively tell how much relaxed fairness can be guaranteed (i.e., QoS of fairness guarantee) given a knob value. Second, it fails to meet several essential properties such as sharing incentive. To address these issues, we propose a new fairness-efficiency scheduler, QKnober, to balance the fairness and efficiency elastically and flexibly using a tunable fairness knob. QKnober is a fairness-sensitive scheduler that can maximize the system efficiency while guaranteeing the $$theta $$ -soft fairness by modeling the whole allocation as a combination of fairness-purpose allocation and efficiency-purpose allocation. Moreover, QKnober satisfies fairness properties of sharing incentive, envy-freeness and pareto efficiency given a proper knob. We have implemented QKnober in YARN and evaluated it using real experiments. The results show that QKnober can achieve good performance and fairness." @default.
- W2899682787 created "2018-11-16" @default.
- W2899682787 creator A5010031092 @default.
- W2899682787 creator A5040554547 @default.
- W2899682787 creator A5055658279 @default.
- W2899682787 creator A5069651140 @default.
- W2899682787 creator A5086967820 @default.
- W2899682787 date "2018-01-01" @default.
- W2899682787 modified "2023-10-16" @default.
- W2899682787 title "QKnober: A Knob-Based Fairness-Efficiency Scheduler for Cloud Computing with QoS Guarantees" @default.
- W2899682787 cites W1586409345 @default.
- W2899682787 cites W175221152 @default.
- W2899682787 cites W2003859203 @default.
- W2899682787 cites W2014722142 @default.
- W2899682787 cites W2042127730 @default.
- W2899682787 cites W2096125134 @default.
- W2899682787 cites W2102937523 @default.
- W2899682787 cites W2105947650 @default.
- W2899682787 cites W2106331723 @default.
- W2899682787 cites W2141418984 @default.
- W2899682787 cites W2173213060 @default.
- W2899682787 cites W2332225927 @default.
- W2899682787 cites W2559241810 @default.
- W2899682787 cites W2744959101 @default.
- W2899682787 cites W2748515767 @default.
- W2899682787 cites W2782155969 @default.
- W2899682787 cites W2950007716 @default.
- W2899682787 cites W3005368569 @default.
- W2899682787 cites W3162118826 @default.
- W2899682787 doi "https://doi.org/10.1007/978-3-030-03596-9_60" @default.
- W2899682787 hasPublicationYear "2018" @default.
- W2899682787 type Work @default.
- W2899682787 sameAs 2899682787 @default.
- W2899682787 citedByCount "3" @default.
- W2899682787 countsByYear W28996827872021 @default.
- W2899682787 countsByYear W28996827872022 @default.
- W2899682787 countsByYear W28996827872023 @default.
- W2899682787 crossrefType "book-chapter" @default.
- W2899682787 hasAuthorship W2899682787A5010031092 @default.
- W2899682787 hasAuthorship W2899682787A5040554547 @default.
- W2899682787 hasAuthorship W2899682787A5055658279 @default.
- W2899682787 hasAuthorship W2899682787A5069651140 @default.
- W2899682787 hasAuthorship W2899682787A5086967820 @default.
- W2899682787 hasConcept C111919701 @default.
- W2899682787 hasConcept C11867375 @default.
- W2899682787 hasConcept C120314980 @default.
- W2899682787 hasConcept C126255220 @default.
- W2899682787 hasConcept C157764524 @default.
- W2899682787 hasConcept C177972170 @default.
- W2899682787 hasConcept C206729178 @default.
- W2899682787 hasConcept C29202148 @default.
- W2899682787 hasConcept C31258907 @default.
- W2899682787 hasConcept C33923547 @default.
- W2899682787 hasConcept C41008148 @default.
- W2899682787 hasConcept C5119721 @default.
- W2899682787 hasConcept C555944384 @default.
- W2899682787 hasConcept C79974875 @default.
- W2899682787 hasConceptScore W2899682787C111919701 @default.
- W2899682787 hasConceptScore W2899682787C11867375 @default.
- W2899682787 hasConceptScore W2899682787C120314980 @default.
- W2899682787 hasConceptScore W2899682787C126255220 @default.
- W2899682787 hasConceptScore W2899682787C157764524 @default.
- W2899682787 hasConceptScore W2899682787C177972170 @default.
- W2899682787 hasConceptScore W2899682787C206729178 @default.
- W2899682787 hasConceptScore W2899682787C29202148 @default.
- W2899682787 hasConceptScore W2899682787C31258907 @default.
- W2899682787 hasConceptScore W2899682787C33923547 @default.
- W2899682787 hasConceptScore W2899682787C41008148 @default.
- W2899682787 hasConceptScore W2899682787C5119721 @default.
- W2899682787 hasConceptScore W2899682787C555944384 @default.
- W2899682787 hasConceptScore W2899682787C79974875 @default.
- W2899682787 hasLocation W28996827871 @default.
- W2899682787 hasOpenAccess W2899682787 @default.
- W2899682787 hasPrimaryLocation W28996827871 @default.
- W2899682787 hasRelatedWork W1992334470 @default.
- W2899682787 hasRelatedWork W2025171760 @default.
- W2899682787 hasRelatedWork W2126279047 @default.
- W2899682787 hasRelatedWork W2148661999 @default.
- W2899682787 hasRelatedWork W2293962625 @default.
- W2899682787 hasRelatedWork W2390110963 @default.
- W2899682787 hasRelatedWork W2799273447 @default.
- W2899682787 hasRelatedWork W2987881628 @default.
- W2899682787 hasRelatedWork W3197773470 @default.
- W2899682787 hasRelatedWork W4233918968 @default.
- W2899682787 isParatext "false" @default.
- W2899682787 isRetracted "false" @default.
- W2899682787 magId "2899682787" @default.
- W2899682787 workType "book-chapter" @default.