FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312198971> ?p ?o ?g. }

• W4312198971 abstract "Modern data intensive Cyber-physical Systems ubiquitously employ heterogeneous multiprocessor systems-on chips (MPSoCs) for real-time sensing, computation, and actuation. The low foot-print of such SoCs often leads to high operating temperatures beyond acceptable limits. In this context, conventional thermal management techniques such as Operating System (OS) governed frequency scaling result in drastic degradation of the quality of experience and violation of real-time requirements. In this work, we propose an analytical thermal model for heterogeneous CPU-GPU embedded platforms and demonstrate a Model Predictive Control (MPC) based scheduling strategy with a novel heuristics-based optimization technique that leverages information about future kernels to judiciously choose suitable task mapping options for minimization of the platform's peak (or maximum) temperature to prolong chip's life span while adhering to real-time performance requirements. To the best of our knowledge, this is the first work that considers future awareness along with a variety of online task mapping control actions such as partitioning, migration, and frequency tuning in the context of thermal management in heterogeneous CPU-GPU embedded platforms. We evaluate the proposed heterogeneous framework on an Odroid-XU4 board using OpenCL based workloads and demonstrate its effectiveness in reducing the platform peak temperature." @default.
• W4312198971 created "2023-01-04" @default.
• W4312198971 creator A5026426839 @default.
• W4312198971 creator A5038929529 @default.
• W4312198971 creator A5047115824 @default.
• W4312198971 creator A5074663622 @default.
• W4312198971 creator A5085224640 @default.
• W4312198971 date "2022-12-01" @default.
• W4312198971 modified "2023-09-24" @default.
• W4312198971 title "Future aware Dynamic Thermal Management in CPU-GPU Embedded Platforms" @default.
• W4312198971 cites W1707598465 @default.
• W4312198971 cites W1877248865 @default.
• W4312198971 cites W1967193889 @default.
• W4312198971 cites W1979979548 @default.
• W4312198971 cites W2006645291 @default.
• W4312198971 cites W2009360662 @default.
• W4312198971 cites W2015244008 @default.
• W4312198971 cites W2018914898 @default.
• W4312198971 cites W2099314087 @default.
• W4312198971 cites W2118348944 @default.
• W4312198971 cites W2125085157 @default.
• W4312198971 cites W2128838486 @default.
• W4312198971 cites W2143316703 @default.
• W4312198971 cites W2151223307 @default.
• W4312198971 cites W2161125356 @default.
• W4312198971 cites W2329908127 @default.
• W4312198971 cites W2340576516 @default.
• W4312198971 cites W2398215041 @default.
• W4312198971 cites W2399715892 @default.
• W4312198971 cites W2532946713 @default.
• W4312198971 cites W2611990469 @default.
• W4312198971 cites W2790438055 @default.
• W4312198971 cites W2792814682 @default.
• W4312198971 cites W2808709390 @default.
• W4312198971 cites W2903223816 @default.
• W4312198971 cites W2915364523 @default.
• W4312198971 cites W2946207902 @default.
• W4312198971 cites W2955895406 @default.
• W4312198971 cites W2962970995 @default.
• W4312198971 cites W2979866182 @default.
• W4312198971 cites W3033453472 @default.
• W4312198971 cites W3200470386 @default.
• W4312198971 cites W4200239076 @default.
• W4312198971 cites W4211077197 @default.
• W4312198971 cites W4230150314 @default.
• W4312198971 cites W4244845418 @default.
• W4312198971 cites W4251453574 @default.
• W4312198971 cites W4252854535 @default.
• W4312198971 doi "https://doi.org/10.1109/rtss55097.2022.00041" @default.
• W4312198971 hasPublicationYear "2022" @default.
• W4312198971 type Work @default.
• W4312198971 citedByCount "1" @default.
• W4312198971 countsByYear W43121989712023 @default.
• W4312198971 crossrefType "proceedings-article" @default.
• W4312198971 hasAuthorship W4312198971A5026426839 @default.
• W4312198971 hasAuthorship W4312198971A5038929529 @default.
• W4312198971 hasAuthorship W4312198971A5047115824 @default.
• W4312198971 hasAuthorship W4312198971A5074663622 @default.
• W4312198971 hasAuthorship W4312198971A5085224640 @default.
• W4312198971 hasConcept C111919701 @default.
• W4312198971 hasConcept C120314980 @default.
• W4312198971 hasConcept C121332964 @default.
• W4312198971 hasConcept C127705205 @default.
• W4312198971 hasConcept C149635348 @default.
• W4312198971 hasConcept C151730666 @default.
• W4312198971 hasConcept C157742956 @default.
• W4312198971 hasConcept C162324750 @default.
• W4312198971 hasConcept C163258240 @default.
• W4312198971 hasConcept C172430144 @default.
• W4312198971 hasConcept C173608175 @default.
• W4312198971 hasConcept C187736073 @default.
• W4312198971 hasConcept C206729178 @default.
• W4312198971 hasConcept C21547014 @default.
• W4312198971 hasConcept C2779343474 @default.
• W4312198971 hasConcept C2780451532 @default.
• W4312198971 hasConcept C41008148 @default.
• W4312198971 hasConcept C4822641 @default.
• W4312198971 hasConcept C53833338 @default.
• W4312198971 hasConcept C62520636 @default.
• W4312198971 hasConcept C79403827 @default.
• W4312198971 hasConcept C86803240 @default.
• W4312198971 hasConceptScore W4312198971C111919701 @default.
• W4312198971 hasConceptScore W4312198971C120314980 @default.
• W4312198971 hasConceptScore W4312198971C121332964 @default.
• W4312198971 hasConceptScore W4312198971C127705205 @default.
• W4312198971 hasConceptScore W4312198971C149635348 @default.
• W4312198971 hasConceptScore W4312198971C151730666 @default.
• W4312198971 hasConceptScore W4312198971C157742956 @default.
• W4312198971 hasConceptScore W4312198971C162324750 @default.
• W4312198971 hasConceptScore W4312198971C163258240 @default.
• W4312198971 hasConceptScore W4312198971C172430144 @default.
• W4312198971 hasConceptScore W4312198971C173608175 @default.
• W4312198971 hasConceptScore W4312198971C187736073 @default.
• W4312198971 hasConceptScore W4312198971C206729178 @default.
• W4312198971 hasConceptScore W4312198971C21547014 @default.
• W4312198971 hasConceptScore W4312198971C2779343474 @default.
• W4312198971 hasConceptScore W4312198971C2780451532 @default.
• W4312198971 hasConceptScore W4312198971C41008148 @default.
• W4312198971 hasConceptScore W4312198971C4822641 @default.
• W4312198971 hasConceptScore W4312198971C53833338 @default.

• next