Matches in SemOpenAlex for { <https://semopenalex.org/work/W3181572714> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W3181572714 abstract "DNN inference is increasingly being executed locally on embedded platforms, due to the clear advantages in latency, privacy and connectivity. Modern SoCs typically execute a combination of different and dynamic workloads concurrently, it is challenging to consistently meet latency/energy budgets because the local computing resources available to the DNN vary considerably. In this poster, we show how resource management can be applied to optimise the performance of DNN workloads by monitoring and tuning both software and hardware constantly at runtime. This work shows how dynamic DNNs trade-off accuracy with latency/energy/power on heterogeneous embedded CPU-GPU platform." @default.
- W3181572714 created "2021-07-19" @default.
- W3181572714 creator A5001556143 @default.
- W3181572714 creator A5012783672 @default.
- W3181572714 creator A5067505586 @default.
- W3181572714 creator A5091490292 @default.
- W3181572714 date "2021-06-10" @default.
- W3181572714 modified "2023-09-27" @default.
- W3181572714 title "Runtime DNN performance scaling through resource management on heterogeneous embedded platforms" @default.
- W3181572714 cites W3013024145 @default.
- W3181572714 cites W3175549063 @default.
- W3181572714 hasPublicationYear "2021" @default.
- W3181572714 type Work @default.
- W3181572714 sameAs 3181572714 @default.
- W3181572714 citedByCount "0" @default.
- W3181572714 crossrefType "journal-article" @default.
- W3181572714 hasAuthorship W3181572714A5001556143 @default.
- W3181572714 hasAuthorship W3181572714A5012783672 @default.
- W3181572714 hasAuthorship W3181572714A5067505586 @default.
- W3181572714 hasAuthorship W3181572714A5091490292 @default.
- W3181572714 hasConcept C111919701 @default.
- W3181572714 hasConcept C120314980 @default.
- W3181572714 hasConcept C121332964 @default.
- W3181572714 hasConcept C149635348 @default.
- W3181572714 hasConcept C154945302 @default.
- W3181572714 hasConcept C163258240 @default.
- W3181572714 hasConcept C2776214188 @default.
- W3181572714 hasConcept C2777904410 @default.
- W3181572714 hasConcept C2778774385 @default.
- W3181572714 hasConcept C41008148 @default.
- W3181572714 hasConcept C62520636 @default.
- W3181572714 hasConcept C76155785 @default.
- W3181572714 hasConcept C82876162 @default.
- W3181572714 hasConceptScore W3181572714C111919701 @default.
- W3181572714 hasConceptScore W3181572714C120314980 @default.
- W3181572714 hasConceptScore W3181572714C121332964 @default.
- W3181572714 hasConceptScore W3181572714C149635348 @default.
- W3181572714 hasConceptScore W3181572714C154945302 @default.
- W3181572714 hasConceptScore W3181572714C163258240 @default.
- W3181572714 hasConceptScore W3181572714C2776214188 @default.
- W3181572714 hasConceptScore W3181572714C2777904410 @default.
- W3181572714 hasConceptScore W3181572714C2778774385 @default.
- W3181572714 hasConceptScore W3181572714C41008148 @default.
- W3181572714 hasConceptScore W3181572714C62520636 @default.
- W3181572714 hasConceptScore W3181572714C76155785 @default.
- W3181572714 hasConceptScore W3181572714C82876162 @default.
- W3181572714 hasLocation W31815727141 @default.
- W3181572714 hasOpenAccess W3181572714 @default.
- W3181572714 hasPrimaryLocation W31815727141 @default.
- W3181572714 hasRelatedWork W1970942414 @default.
- W3181572714 hasRelatedWork W1990339909 @default.
- W3181572714 hasRelatedWork W2003735 @default.
- W3181572714 hasRelatedWork W2048706569 @default.
- W3181572714 hasRelatedWork W2200587416 @default.
- W3181572714 hasRelatedWork W2381365969 @default.
- W3181572714 hasRelatedWork W2432370674 @default.
- W3181572714 hasRelatedWork W2531302887 @default.
- W3181572714 hasRelatedWork W2554777827 @default.
- W3181572714 hasRelatedWork W2795363269 @default.
- W3181572714 hasRelatedWork W2808990982 @default.
- W3181572714 hasRelatedWork W2897519942 @default.
- W3181572714 hasRelatedWork W2920096131 @default.
- W3181572714 hasRelatedWork W2945129842 @default.
- W3181572714 hasRelatedWork W2964578286 @default.
- W3181572714 hasRelatedWork W2983440318 @default.
- W3181572714 hasRelatedWork W3091175932 @default.
- W3181572714 hasRelatedWork W3123875677 @default.
- W3181572714 hasRelatedWork W3133149219 @default.
- W3181572714 hasRelatedWork W3029362297 @default.
- W3181572714 isParatext "false" @default.
- W3181572714 isRetracted "false" @default.
- W3181572714 magId "3181572714" @default.
- W3181572714 workType "article" @default.