Search Results - "Computing and bandwidth resource allocation and optimization"

Throughput Maximization of Delay-Aware DNN Inference in Edge Computing by Exploring DNN Model Partitioning and Inference Parallelism

Authors: Jing Li Weifa Liang Yuchen Li et al.

Source: IEEE Transactions on Mobile Computing. 22:3017-3030

Subject Terms: Throughput maximization, Approximation and online algorithms, Inference parallelism, Delay-aware DNN inference, Algorithm design and analysis, 0202 electrical engineering, electronic engineering, information engineering, DNN partitioning, DNN model inference provisioning, 02 engineering and technology, Intelligent IoT devices, Mobile edge computing (MEC), Computing and bandwidth resource allocation and optimization

Access URL: https://www.computer.org/csdl/journal/tm/5555/01/09606540/1ymESWQooRa
https://ieeexplore.ieee.org/abstract/document/9606540/

Throughput Maximization of Delay-Aware DNN Inference in Edge Computing by Exploring DNN Model Partitioning and Inference Parallelism

Authors: Li, Jing Liang, Weifa Li, Yuchen et al.

Index Terms: Algorithm design and analysis, Approximation and online algorithms, Computing and bandwidth resource allocation and optimization, Delay-aware DNN inference, DNN model inference provisioning, DNN partitioning, Inference parallelism, Intelligent IoT devices, Mobile edge computing (MEC), Throughput maximization, Article

URL: http://repository.hkust.edu.hk/ir/Record/1783.1-129401
https://doi.org/10.1109/TMC.2021.3125949
http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=1536-1233&rft.volume=22&rft.issue=5&rft.date=2023&rft.spage=3017&rft.aulast=Li&rft.aufirst=Jing&rft.atitle=Throughput+Maximization+of+Delay-Aware+DNN+Inference+in+Edge+Computing+by+Exploring+DNN+Model+Partitioning+and+Inference+Parallelism&rft.title=IEEE+Transactions+on+Mobile+Computing
http://www.scopus.com/record/display.url?eid=2-s2.0-85133770100&origin=inward
http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000970111200035