{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T10:23:47Z","timestamp":1753439027879,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,8,29]],"date-time":"2022-08-29T00:00:00Z","timestamp":1661731200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,8,29]]},"DOI":"10.1145\/3545008.3545071","type":"proceedings-article","created":{"date-parts":[[2023,1,15]],"date-time":"2023-01-15T01:04:08Z","timestamp":1673744648000},"page":"1-11","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Allocation in Heterogeneous Edge"],"prefix":"10.1145","author":[{"given":"Zhaowu","family":"Huang","sequence":"first","affiliation":[{"name":"Southeast University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fang","family":"Dong","sequence":"additional","affiliation":[{"name":"Southeast University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dian","family":"Shen","sequence":"additional","affiliation":[{"name":"Southeast University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huitian","family":"Wang","sequence":"additional","affiliation":[{"name":"Southeast University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaolin","family":"Guo","sequence":"additional","affiliation":[{"name":"Southeast University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shucun","family":"Fu","sequence":"additional","affiliation":[{"name":"Southeast University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,1,13]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1060590.1060599"},{"key":"e_1_3_2_1_2_1","unstructured":"Tolga Bolukbasi Joseph Wang Ofer Dekel and Venkatesh Saligrama. 2017. Adaptive Neural Networks for Efficient Inference. In ICML."},{"key":"e_1_3_2_1_3_1","unstructured":"CIFAR-10 2009. dataset. http:\/\/www.cs.toronto.edu\/\u00a0kriz\/cifar.html\/."},{"key":"e_1_3_2_1_4_1","unstructured":"COMCAST 2018. sendgrid\/comcast. https:\/\/github.com\/sendgrid\/comcast."},{"key":"e_1_3_2_1_5_1","unstructured":"Docker 2022. container. https:\/\/www.docker.com\/."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3172402"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2947893"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488741"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","unstructured":"Tobias Harks and Max Klimm. 2010. On the Existence of Pure Nash Equilibria in Weighted Congestion Games. In ICALP.","DOI":"10.1007\/978-3-642-14165-2_8"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3511990"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737614"},{"key":"e_1_3_2_1_13_1","unstructured":"Forrest\u00a0N. Iandola Matthew\u00a0W. Moskewicz Khalid Ashraf Song Han William\u00a0J. Dally and Kurt Keutzer. 2016. SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and < 1MB model size. CoRR abs\/1602.07360(2016)."},{"key":"e_1_3_2_1_14_1","volume-title":"Wireless and Computing Resource Allocation for Selfish Computation Offloading in Edge Computing. IEEE INFOCOM 2019 - IEEE Conference on Computer Communications","author":"Josilo Sladana","year":"2019","unstructured":"Sladana Josilo and G. D\u00e1n. 2019. Wireless and Computing Resource Allocation for Selfish Computation Offloading in Edge Computing. IEEE INFOCOM 2019 - IEEE Conference on Computer Communications (2019), 2467\u20132475."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3037697.3037698"},{"key":"e_1_3_2_1_16_1","volume-title":"Proceedings of the 36th International Conference on Machine Learning(Proceedings of Machine Learning Research, Vol.\u00a097)","author":"Kaya Yigitcan","year":"2019","unstructured":"Yigitcan Kaya, Sanghyun Hong, and Tudor Dumitras. 2019. Shallow-Deep Networks: Understanding and Mitigating Network Overthinking. In Proceedings of the 36th International Conference on Machine Learning(Proceedings of Machine Learning Research, Vol.\u00a097), Kamalika Chaudhuri and Ruslan Salakhutdinov (Eds.). PMLR, 3301\u20133310. https:\/\/proceedings.mlr.press\/v97\/kaya19a.html"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3372224.3419194"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2946140"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3106401"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2017.8203852"},{"key":"e_1_3_2_1_21_1","volume-title":"Distributed Inference Acceleration with Adaptive DNN Partitioning and Offloading. IEEE INFOCOM 2020 - IEEE Conference on Computer Communications","author":"Mohammed Thaha","year":"2020","unstructured":"Thaha Mohammed, Carlee Joe-Wong, Rohit Babbar, and M.\u00a0D. Francesco. 2020. Distributed Inference Acceleration with Adaptive DNN Partitioning and Offloading. IEEE INFOCOM 2020 - IEEE Conference on Computer Communications (2020), 854\u2013863."},{"key":"e_1_3_2_1_22_1","volume-title":"Potential games. Games and economic behavior 14, 1","author":"Monderer Dov","year":"1996","unstructured":"Dov Monderer and Lloyd\u00a0S Shapley. 1996. Potential games. Games and economic behavior 14, 1 (1996), 124\u2013143."},{"key":"e_1_3_2_1_23_1","unstructured":"Pytorch 2019. machine learning framework. https:\/\/pytorch.org\/."},{"key":"e_1_3_2_1_25_1","volume-title":"Very Deep Convolutional Networks for Large-Scale Image Recognition. In 3rd International Conference on Learning Representations, ICLR","author":"Simonyan Karen","year":"2015","unstructured":"Karen Simonyan and Andrew Zisserman. 2015. Very Deep Convolutional Networks for Large-Scale Image Recognition. In 3rd International Conference on Learning Representations, ICLR 2015."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3010258"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2017.226"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2016.7900006"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2881191"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-6186-3"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS51616.2021.00105"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449994"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.3042320"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2018.2858384"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2918951"}],"event":{"name":"ICPP '22: 51st International Conference on Parallel Processing","acronym":"ICPP '22","location":"Bordeaux France"},"container-title":["Proceedings of the 51st International Conference on Parallel Processing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3545008.3545071","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3545008.3545071","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:02:44Z","timestamp":1750186964000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3545008.3545071"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,29]]},"references-count":35,"alternative-id":["10.1145\/3545008.3545071","10.1145\/3545008"],"URL":"https:\/\/doi.org\/10.1145\/3545008.3545071","relation":{},"subject":[],"published":{"date-parts":[[2022,8,29]]},"assertion":[{"value":"2023-01-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}