{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:16:39Z","timestamp":1750220199435,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":59,"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\/3545008.3545059","type":"proceedings-article","created":{"date-parts":[[2023,1,15]],"date-time":"2023-01-15T01:04:08Z","timestamp":1673744648000},"page":"1-13","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Semi-Online Multi-Machine with Restart Scheduling for Integrated Edge and Cloud Computing Systems"],"prefix":"10.1145","author":[{"given":"Liming","family":"Ge","sequence":"first","affiliation":[{"name":"The University of Sydney, Australia"}]},{"given":"Zizhao","family":"Wang","sequence":"additional","affiliation":[{"name":"The University of Sydney, Australia"}]},{"given":"Wei","family":"Bao","sequence":"additional","affiliation":[{"name":"The University of Sydney, Australia"}]},{"given":"Dong","family":"Yuan","sequence":"additional","affiliation":[{"name":"The University of Sydney, Australia"}]},{"given":"Nguyen H.","family":"Tran","sequence":"additional","affiliation":[{"name":"The University of Sydney, Australia"}]},{"given":"Bing B.","family":"Zhou","sequence":"additional","affiliation":[{"name":"The University of Sydney, Australia"}]},{"given":"Albert Y.","family":"Zomaya","sequence":"additional","affiliation":[{"name":"The University of Sydney, Australia"}]}],"member":"320","published-online":{"date-parts":[[2023,1,13]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"2022. Docker. https:\/\/docs.docker.com\/"},{"key":"e_1_3_2_1_2_1","unstructured":"2022. Kubernetes. https:\/\/kubernetes.io\/"},{"key":"e_1_3_2_1_3_1","unstructured":"2022. Oracle VM VirtualBox. https:\/\/www.virtualbox.org\/manual\/"},{"key":"e_1_3_2_1_4_1","unstructured":"Mart\u00edn Abadi 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https:\/\/www.tensorflow.org\/ Software available from tensorflow.org."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2012.03.031"},{"key":"e_1_3_2_1_6_1","volume-title":"Online Makespan Minimization with Budgeted Uncertainty. In Workshop on Algorithms and Data Structures. Springer, 43\u201356","author":"Albers Susanne","year":"2021","unstructured":"Susanne Albers and Maximilian Janke. 2021. Online Makespan Minimization with Budgeted Uncertainty. In Workshop on Algorithms and Data Structures. Springer, 43\u201356."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2019.2949986"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2014.2334709"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2013.6566921"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICFC.2019.00008"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2017.8057149"},{"key":"e_1_3_2_1_12_1","volume-title":"Single Restart with Time Stamps for Parallel Task Processing with Known and Unknown Processors","author":"Prakash\u00a0Varma Champati Jaya","year":"2019","unstructured":"Jaya Prakash\u00a0Varma Champati and Ben Liang. 2019. Single Restart with Time Stamps for Parallel Task Processing with Known and Unknown Processors. IEEE Transactions on Parallel and Distributed Systems (2019)."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21030779"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dam.2020.05.023"},{"key":"e_1_3_2_1_15_1","volume-title":"Semi-on-line multiprocessor scheduling with given total processing time. Theoretical computer science 337, 1-3","author":"Cheng C\u00a0Edwin","year":"2005","unstructured":"TC\u00a0Edwin Cheng, Hans Kellerer, and Vladimir Kotov. 2005. Semi-on-line multiprocessor scheduling with given total processing time. Theoretical computer science 337, 1-3 (2005), 134\u2013146."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"e_1_3_2_1_17_1","unstructured":"Fran\u00e7ois Chollet 2015. Keras. https:\/\/keras.io."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT.2014.6963050"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2962795"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2021.06.002"},{"volume-title":"Scheduling for Parallel Processing","author":"Drozdowski Maciej","key":"e_1_3_2_1_21_1","unstructured":"Maciej Drozdowski. 2009. Scheduling for Parallel Processing. Springer."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2021.105646"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10951-018-0567-z"},{"key":"e_1_3_2_1_24_1","volume-title":"Mobile cloud computing: A survey. Future generation computer systems 29, 1","author":"Fernando Niroshinie","year":"2013","unstructured":"Niroshinie Fernando, Seng\u00a0W Loke, and Wenny Rahayu. 2013. Mobile cloud computing: A survey. Future generation computer systems 29, 1 (2013), 84\u2013106."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2017.08.001"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2015.05.016"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1966.tb01709.x"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1137\/0117039"},{"volume-title":"Annals of discrete mathematics. Vol.\u00a05","author":"Graham L","key":"e_1_3_2_1_29_1","unstructured":"Ronald\u00a0L Graham, Eugene\u00a0L Lawler, Jan\u00a0Karel Lenstra, and AHG\u00a0Rinnooy Kan. 1979. Optimization and approximation in deterministic sequencing and scheduling: a survey. In Annals of discrete mathematics. Vol.\u00a05. Elsevier, 287\u2013326."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524497"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.suscom.2021.100563"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2938944"},{"key":"e_1_3_2_1_34_1","volume-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications. preprint arXiv:1704.04861(2017).","author":"Howard G","year":"2017","unstructured":"Andrew\u00a0G Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, and Hartwig Adam. 2017. Mobilenets: Efficient convolutional neural networks for mobile vision applications. preprint arXiv:1704.04861(2017)."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6377(98)00005-4"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-012-0368-0"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","unstructured":"Karthik Kumar and Yung-Hsiang Lu. 2010. Cloud computing for mobile users: Can offloading computation save energy?Computer4(2010) 51\u201356.","DOI":"10.1109\/MC.2010.98"},{"key":"e_1_3_2_1_38_1","first-page":"3","article-title":"Challenges on wireless heterogeneous networks for mobile cloud computing","volume":"20","author":"Lei L.","year":"2013","unstructured":"L. Lei, Z. Zhong, K. Zheng, J. Chen, and H. Meng. 2013. Challenges on wireless heterogeneous networks for mobile cloud computing. IEEE Wireless Communications 20, 3 (June 2013), 34\u201344.","journal-title":"IEEE Wireless Communications"},{"key":"e_1_3_2_1_39_1","volume-title":"Approximation algorithms for scheduling unrelated parallel machines. Mathematical programming 46, 1-3","author":"Lenstra Jan\u00a0Karel","year":"1990","unstructured":"Jan\u00a0Karel Lenstra, David\u00a0B Shmoys, and Eva Tardos. 1990. Approximation algorithms for scheduling unrelated parallel machines. Mathematical programming 46, 1-3 (1990), 259\u2013271."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2922285"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3106401"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2020.125670"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tcs.2008.11.018"},{"key":"e_1_3_2_1_44_1","volume-title":"Scheduling: Theory, Algorithms, and Systems","author":"Pinedo L.","year":"2015","unstructured":"Michael\u00a0L. Pinedo. 2015. Scheduling: Theory, Algorithms, and Systems (5th ed.). Springer.","edition":"5"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/0166-218X(85)90009-5"},{"volume-title":"IFIP\/IEEE International Symposium on Integrated Network Management","author":"Shifrin M.","key":"e_1_3_2_1_46_1","unstructured":"M. Shifrin, R. Atar, and I. Cidon. 2013. Optimal scheduling in the hybrid-cloud. In IFIP\/IEEE International Symposium on Integrated Network Management. Ghent, Belgium, 51\u201359."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1137\/S0097539793248317"},{"key":"e_1_3_2_1_48_1","unstructured":"Karen Simonyan and Andrew Zisserman. 2014. Very deep convolutional networks for large-scale image recognition. preprint arXiv:1409.1556(2014)."},{"key":"e_1_3_2_1_49_1","unstructured":"Khurram Soomro Amir\u00a0Roshan Zamir and Mubarak Shah. 2012. UCF101: A dataset of 101 human actions classes from videos in the wild. preprint arXiv:1212.0402(2012)."},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.09.020"},{"volume-title":"IEEE Conference on Computer Vision and Pattern Recognition","author":"Wang X.","key":"e_1_3_2_1_52_1","unstructured":"X. Wang, A. Shrivastava, and A. Gupta. 2017. A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection. In IEEE Conference on Computer Vision and Pattern Recognition. Honolulu, HI, USA, 3039\u20133048."},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3345768.3355917"},{"volume-title":"The design of approximation algorithms","author":"Williamson P","key":"e_1_3_2_1_54_1","unstructured":"David\u00a0P Williamson and David\u00a0B Shmoys. 2011. The design of approximation algorithms. Cambridge university press."},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3016344"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3010521"},{"key":"e_1_3_2_1_57_1","volume-title":"DisCOV: distributed COVID-19 detection on X-ray images with edge-cloud collaboration","author":"Xu Xiaolong","year":"2022","unstructured":"Xiaolong Xu, Hao Tian, Xuyun Zhang, Lianyong Qi, Qiang He, and Wanchun Dou. 2022. DisCOV: distributed COVID-19 detection on X-ray images with edge-cloud collaboration. IEEE Transactions on Services Computing(2022)."},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2013.6566761"},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"crossref","unstructured":"Weiming Zhuang Yonggang Wen and Shuai Zhang. 2021. Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identification. preprint arXiv:2108.06493(2021).","DOI":"10.1145\/3474085.3475182"}],"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\/3545008.3545059","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3545008.3545059","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\/3545008.3545059"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,29]]},"references-count":59,"alternative-id":["10.1145\/3545008.3545059","10.1145\/3545008"],"URL":"https:\/\/doi.org\/10.1145\/3545008.3545059","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"}}]}}