Matches in SemOpenAlex for { <https://semopenalex.org/work/W1993371870> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W1993371870 abstract "Power management has become a critical issue for communication and computing infrastructures. In this paper, we develop systematic and heuristic algorithms for managing communication switches with multiple speed (throughput) modes. Switch speed is increased by activating additional network processor cores, voltage/frequency scaling of the electronics, etc. Higher speed modes burn more power. The developed power (speed) control algorithms are responsive to switch queue backlogs and aim to efficiently trade backlog vs. power costs, so as to minimize the long-run overall backlog and power cost. We first systematically model the system in a Dynamic Programming (DP) framework, where the optimal control can be computed in principle. Unfortunately, the complexity is so high that even for a 2 × 2 switch the computation time is practically infeasible. We therefore develop an Approximate Dynamic Programming (ADP) algorithm based on the Q-learning framework, which has good computation and performance properties. We also develop two low-complexity heuristic power controls, one based on a “myopic” view of the control problem, and the other on “congestion-awareness” of the standard maximum weight matching scheme. We study the performance of the Q-learning and heuristic controls against the optimal one (which we can practically compute only for the 2×2 switch case), and comment on their efficiency. We also extend the method and results to the general case of multiprocessor computing resources." @default.
- W1993371870 created "2016-06-24" @default.
- W1993371870 creator A5002056995 @default.
- W1993371870 creator A5007686127 @default.
- W1993371870 creator A5039779332 @default.
- W1993371870 date "2013-06-01" @default.
- W1993371870 modified "2023-09-27" @default.
- W1993371870 title "Delay-sensitive power management for packet switches" @default.
- W1993371870 cites W1601081659 @default.
- W1993371870 cites W1854776945 @default.
- W1993371870 cites W2080438071 @default.
- W1993371870 cites W2112694890 @default.
- W1993371870 cites W2136244995 @default.
- W1993371870 cites W2148016105 @default.
- W1993371870 cites W2149212714 @default.
- W1993371870 cites W3004856113 @default.
- W1993371870 cites W32403112 @default.
- W1993371870 doi "https://doi.org/10.1109/icc.2013.6655266" @default.
- W1993371870 hasPublicationYear "2013" @default.
- W1993371870 type Work @default.
- W1993371870 sameAs 1993371870 @default.
- W1993371870 citedByCount "1" @default.
- W1993371870 countsByYear W19933718702014 @default.
- W1993371870 crossrefType "proceedings-article" @default.
- W1993371870 hasAuthorship W1993371870A5002056995 @default.
- W1993371870 hasAuthorship W1993371870A5007686127 @default.
- W1993371870 hasAuthorship W1993371870A5039779332 @default.
- W1993371870 hasConcept C105795698 @default.
- W1993371870 hasConcept C11413529 @default.
- W1993371870 hasConcept C120314980 @default.
- W1993371870 hasConcept C121332964 @default.
- W1993371870 hasConcept C149635348 @default.
- W1993371870 hasConcept C154945302 @default.
- W1993371870 hasConcept C157764524 @default.
- W1993371870 hasConcept C158379750 @default.
- W1993371870 hasConcept C160403385 @default.
- W1993371870 hasConcept C163258240 @default.
- W1993371870 hasConcept C165064840 @default.
- W1993371870 hasConcept C173801870 @default.
- W1993371870 hasConcept C22684755 @default.
- W1993371870 hasConcept C2776047111 @default.
- W1993371870 hasConcept C2778774385 @default.
- W1993371870 hasConcept C31258907 @default.
- W1993371870 hasConcept C33923547 @default.
- W1993371870 hasConcept C37404715 @default.
- W1993371870 hasConcept C41008148 @default.
- W1993371870 hasConcept C45374587 @default.
- W1993371870 hasConcept C45872418 @default.
- W1993371870 hasConcept C555944384 @default.
- W1993371870 hasConcept C56685638 @default.
- W1993371870 hasConcept C62520636 @default.
- W1993371870 hasConcept C74172769 @default.
- W1993371870 hasConcept C76155785 @default.
- W1993371870 hasConceptScore W1993371870C105795698 @default.
- W1993371870 hasConceptScore W1993371870C11413529 @default.
- W1993371870 hasConceptScore W1993371870C120314980 @default.
- W1993371870 hasConceptScore W1993371870C121332964 @default.
- W1993371870 hasConceptScore W1993371870C149635348 @default.
- W1993371870 hasConceptScore W1993371870C154945302 @default.
- W1993371870 hasConceptScore W1993371870C157764524 @default.
- W1993371870 hasConceptScore W1993371870C158379750 @default.
- W1993371870 hasConceptScore W1993371870C160403385 @default.
- W1993371870 hasConceptScore W1993371870C163258240 @default.
- W1993371870 hasConceptScore W1993371870C165064840 @default.
- W1993371870 hasConceptScore W1993371870C173801870 @default.
- W1993371870 hasConceptScore W1993371870C22684755 @default.
- W1993371870 hasConceptScore W1993371870C2776047111 @default.
- W1993371870 hasConceptScore W1993371870C2778774385 @default.
- W1993371870 hasConceptScore W1993371870C31258907 @default.
- W1993371870 hasConceptScore W1993371870C33923547 @default.
- W1993371870 hasConceptScore W1993371870C37404715 @default.
- W1993371870 hasConceptScore W1993371870C41008148 @default.
- W1993371870 hasConceptScore W1993371870C45374587 @default.
- W1993371870 hasConceptScore W1993371870C45872418 @default.
- W1993371870 hasConceptScore W1993371870C555944384 @default.
- W1993371870 hasConceptScore W1993371870C56685638 @default.
- W1993371870 hasConceptScore W1993371870C62520636 @default.
- W1993371870 hasConceptScore W1993371870C74172769 @default.
- W1993371870 hasConceptScore W1993371870C76155785 @default.
- W1993371870 hasLocation W19933718701 @default.
- W1993371870 hasOpenAccess W1993371870 @default.
- W1993371870 hasPrimaryLocation W19933718701 @default.
- W1993371870 hasRelatedWork W1037070419 @default.
- W1993371870 hasRelatedWork W1968499524 @default.
- W1993371870 hasRelatedWork W1993371870 @default.
- W1993371870 hasRelatedWork W2101627007 @default.
- W1993371870 hasRelatedWork W2291665338 @default.
- W1993371870 hasRelatedWork W2583971393 @default.
- W1993371870 hasRelatedWork W3013790847 @default.
- W1993371870 hasRelatedWork W4210763622 @default.
- W1993371870 hasRelatedWork W2183171112 @default.
- W1993371870 hasRelatedWork W34810537 @default.
- W1993371870 isParatext "false" @default.
- W1993371870 isRetracted "false" @default.
- W1993371870 magId "1993371870" @default.
- W1993371870 workType "article" @default.