{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,17]],"date-time":"2025-12-17T18:20:12Z","timestamp":1765995612219,"version":"3.40.3"},"publisher-location":"Cham","reference-count":40,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030914301"},{"type":"electronic","value":"9783030914318"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-91431-8_34","type":"book-chapter","created":{"date-parts":[[2021,11,17]],"date-time":"2021-11-17T16:13:29Z","timestamp":1637165609000},"page":"548-562","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Improving Load Balancing for Modern Data Centers Through Resource Equivalence Classes"],"prefix":"10.1007","author":[{"given":"Kaiyue","family":"Duan","sequence":"first","affiliation":[]},{"given":"Yusen","family":"Li","sequence":"additional","affiliation":[]},{"given":"Trent G.","family":"Marbach","sequence":"additional","affiliation":[]},{"given":"Gang","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Xiaoguang","family":"Liu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,11,18]]},"reference":[{"key":"34_CR1","unstructured":"Elastic load balancing. https:\/\/aws.amazon.com\/elasticloadbalancing\/"},{"key":"34_CR2","unstructured":"XGBoost documentation. https:\/\/xgboost.readthedocs.io\/en\/latest\/"},{"key":"34_CR3","doi-asserted-by":"crossref","unstructured":"Aggarwal, G., Motwani, R., Zhu, A.: The load rebalancing problem. In: SPAA 2003, pp. 258\u2013265 (2003)","DOI":"10.1145\/777412.777460"},{"key":"34_CR4","doi-asserted-by":"crossref","unstructured":"Azar, Y., Cohen, I.R., Panigrahi, D.: Randomized algorithms for online vector load balancing. In: ACM SIAM, pp. 980\u2013991 (2018)","DOI":"10.1137\/1.9781611975031.63"},{"key":"34_CR5","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.tcs.2016.01.030","volume":"622","author":"S Belikovetsky","year":"2016","unstructured":"Belikovetsky, S., Tamir, T.: Load rebalancing games in dynamic systems with migration costs. TCS 622, 16\u201333 (2016)","journal-title":"TCS"},{"issue":"1","key":"34_CR6","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1007\/s10479-015-2082-3","volume":"242","author":"F Butelle","year":"2015","unstructured":"Butelle, F., et al.: Fast machine reassignment. Ann. Oper. Res. 242(1), 133\u2013160 (2015). https:\/\/doi.org\/10.1007\/s10479-015-2082-3","journal-title":"Ann. Oper. Res."},{"key":"34_CR7","doi-asserted-by":"crossref","unstructured":"Chen, S., Delimitrou, C., Mart\u00ednez, J.F.: Parties: QoS-aware resource partitioning for multiple interactive services. In: ASPLOS 2019, pp. 107\u2013120 (2019)","DOI":"10.1145\/3297858.3304005"},{"issue":"2","key":"34_CR8","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1016\/0743-7315(89)90021-X","volume":"7","author":"G Cybenko","year":"1989","unstructured":"Cybenko, G.: Dynamic load balancing for distributed memory multiprocessors. J. Parallel Distrib. Comput. 7(2), 279\u2013301 (1989)","journal-title":"J. Parallel Distrib. Comput."},{"issue":"2","key":"34_CR9","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1145\/2408776.2408794","volume":"56","author":"J Dean","year":"2013","unstructured":"Dean, J., Barroso, L.A.: The tail at scale. Commun. ACM 56(2), 74\u201380 (2013)","journal-title":"Commun. ACM"},{"key":"34_CR10","unstructured":"Derr, S., Jackson, P., Lameter, C., Menage, P., Seto, H.: CPUSETS (2004). https:\/\/www.kernel.org\/doc\/Documentation\/cgroup-v1\/cpusets.txt"},{"key":"34_CR11","doi-asserted-by":"crossref","unstructured":"El-Sayed, N., Mukkara, A., Tsai, P.A., Kasture, H., Ma, X., et al.: KPart: a hybrid cache partitioning-sharing technique for commodity multicores. In: HPCA-24, pp. 104\u2013117 (2018)","DOI":"10.1109\/HPCA.2018.00019"},{"issue":"10","key":"34_CR12","first-page":"2223","volume":"29","author":"J Fang","year":"2018","unstructured":"Fang, J., Zhang, R., Fu, T.Z.J., Zhang, Z., Zhou, A., et al.: Distributed stream rebalance for stateful operator under workload variance. TPDS 29(10), 2223\u20132240 (2018)","journal-title":"TPDS"},{"key":"34_CR13","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1016\/j.jss.2018.12.012","volume":"149","author":"MA Fardbastani","year":"2019","unstructured":"Fardbastani, M.A., Sharif, M.: Scalable complex event processing using adaptive load balancing. J. Syst. Softw. 149, 305\u2013317 (2019)","journal-title":"J. Syst. Softw."},{"issue":"1","key":"34_CR14","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1007\/s10479-015-1973-7","volume":"242","author":"M Gabay","year":"2016","unstructured":"Gabay, M., Zaourar, S.: Vector bin packing with heterogeneous bins: application to the machine reassignment problem. Ann. Oper. Res. 242(1), 161\u2013194 (2016)","journal-title":"Ann. Oper. Res."},{"issue":"1","key":"34_CR15","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1007\/s10479-014-1686-3","volume":"242","author":"H Gavranovi\u0107","year":"2016","unstructured":"Gavranovi\u0107, H., Buljuba\u0161i\u0107, M.: An efficient local search with noising strategy for google machine reassignment problem. Ann. Oper. Res. 242(1), 19\u201331 (2016)","journal-title":"Ann. Oper. Res."},{"issue":"9","key":"34_CR16","doi-asserted-by":"publisher","first-page":"1022","DOI":"10.1016\/j.jpdc.2005.05.001","volume":"65","author":"D Grosu","year":"2005","unstructured":"Grosu, D., Chronopoulos, A.T.: Noncooperative load balancing in distributed systems. J. Parallel Distrib. Comput. 65(9), 1022\u20131034 (2005)","journal-title":"J. Parallel Distrib. Comput."},{"key":"34_CR17","unstructured":"Gurobi Optimization, L.: Gurobi Optimization, LLC (2018). http:\/\/www.gurobi.com"},{"issue":"1","key":"34_CR18","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/s10479-014-1780-6","volume":"242","author":"W Ja\u015bkowski","year":"2015","unstructured":"Ja\u015bkowski, W., Szubert, M., Gawron, P.: A hybrid MIP-based large neighborhood search heuristic for solving the machine reassignment problem. Ann. Oper. Res. 242(1), 33\u201362 (2015). https:\/\/doi.org\/10.1007\/s10479-014-1780-6","journal-title":"Ann. Oper. Res."},{"key":"34_CR19","doi-asserted-by":"crossref","unstructured":"Jin, H., Yang, G., Yu, B., Yoo, C.: TALON: tenant throughput allocation through traffic load-balancing in virtualized software-defined networks. In: ICOIN, pp. 233\u2013238 (2019)","DOI":"10.1109\/ICOIN.2019.8717976"},{"key":"34_CR20","doi-asserted-by":"crossref","unstructured":"Kapoor, R., Porter, G., Tewari, M., Voelker, G.M., Vahdat, A.: Chronos: predictable low latency for data center applications. In: SoCC 2012 (2012)","DOI":"10.1145\/2391229.2391238"},{"key":"34_CR21","doi-asserted-by":"crossref","unstructured":"Kasture, H., Sanchez, D.: TailBench: a benchmark suite and evaluation methodology for latency-critical applications. In: IISWC, pp. 1\u201310 (2016)","DOI":"10.1109\/IISWC.2016.7581261"},{"issue":"5","key":"34_CR22","doi-asserted-by":"publisher","first-page":"2292","DOI":"10.1016\/j.asoc.2013.01.025","volume":"13","author":"BL Dhinesh","year":"2013","unstructured":"Dhinesh, B.L., Krishna, P.V.: Honey bee behavior inspired load balancing of tasks in cloud computing environments. Appl. Soft Comput. 13(5), 2292\u20132303 (2013)","journal-title":"Appl. Soft Comput."},{"key":"34_CR23","doi-asserted-by":"crossref","unstructured":"Lo, D., Cheng, L., Govindaraju, R., Ranganathan, P., Kozyrakis, C.: Heracles: improving resource efficiency at scale. In: ISCA 2015, pp. 450\u2013462 (2015)","DOI":"10.1145\/2872887.2749475"},{"key":"34_CR24","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/j.compeleceng.2018.11.021","volume":"73","author":"MS Mekala","year":"2019","unstructured":"Mekala, M.S., Viswanathan, P.: Energy-efficient virtual machine selection based on resource ranking and utilization factor approach in cloud computing for IoT. Comput. Electr. Eng. 73, 227\u2013244 (2019)","journal-title":"Comput. Electr. Eng."},{"issue":"1","key":"34_CR25","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/s10479-015-2002-6","volume":"242","author":"M Mrad","year":"2015","unstructured":"Mrad, M., Gharbi, A., Haouari, M., Kharbeche, M.: An optimization-based heuristic for the machine reassignment problem. Ann. Oper. Res. 242(1), 115\u2013132 (2015). https:\/\/doi.org\/10.1007\/s10479-015-2002-6","journal-title":"Ann. Oper. Res."},{"issue":"7","key":"34_CR26","doi-asserted-by":"publisher","first-page":"3842","DOI":"10.1007\/s11227-019-02748-2","volume":"75","author":"H Nashaat","year":"2019","unstructured":"Nashaat, H., Ashry, N., Rizk, R.: Smart elastic scheduling algorithm for virtual machine migration in cloud computing. J. Supercomput. 75(7), 3842\u20133865 (2019). https:\/\/doi.org\/10.1007\/s11227-019-02748-2","journal-title":"J. Supercomput."},{"key":"34_CR27","unstructured":"Nguyen, K.T.: Introduction to cache allocation technology in the Intel\u00ae Xeon\u00ae processor E5 v4 Family (2016). https:\/\/software.intel.com\/content\/www\/us\/en\/develop\/articles\/introduction-to-cache-allocation-technology.html"},{"key":"34_CR28","doi-asserted-by":"crossref","unstructured":"Nishtala, R., Petrucci, V., Carpenter, P., Sj\u00e4lander, M.: Twig: multi-agent task management for colocated latency-critical cloud services. In: HPCA-26, pp. 167\u2013179 (2020)","DOI":"10.1109\/HPCA47549.2020.00023"},{"key":"34_CR29","doi-asserted-by":"crossref","unstructured":"Mahitha, O., Suma, V.: Deadlock avoidance through efficient load balancing to control disaster in cloud environment. In: ICCCNT, pp. 1\u20136 (2013)","DOI":"10.1109\/ICCCNT.2013.6726823"},{"key":"34_CR30","doi-asserted-by":"crossref","unstructured":"Park, J., Park, S., Baek, W.: CoPart: coordinated partitioning of last-level cache and memory bandwidth for fairness-aware workload consolidation on commodity servers. In: EuroSys 2019, pp. 1\u201316 (2019)","DOI":"10.1145\/3302424.3303963"},{"key":"34_CR31","doi-asserted-by":"crossref","unstructured":"Park, J., Park, S., Han, M., Hyun, J., Baek, W.: HyPart: a hybrid technique for practical memory bandwidth partitioning on commodity servers. In: PACT 2018, pp. 1\u201314 (2018)","DOI":"10.1145\/3243176.3243211"},{"key":"34_CR32","doi-asserted-by":"crossref","unstructured":"Patel, T., Tiwari, D.: CLITE: efficient and QoS-aware co-location of multiple latency-critical jobs for warehouse scale computers. In: HPCA-26, pp. 193\u2013206 (2020)","DOI":"10.1109\/HPCA47549.2020.00025"},{"key":"34_CR33","unstructured":"roadef.org: ROADEF\/EURO challenge 2012: machine reassignment (2012). http:\/\/www.roadef.org\/challenge\/2012\/en\/"},{"key":"34_CR34","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1007\/978-3-319-31204-0_18","volume-title":"Applications of Evolutionary Computation","author":"NR Sabar","year":"2016","unstructured":"Sabar, N.R., Song, A., Zhang, M.: A variable local search based memetic algorithm for the load balancing problem in cloud computing. In: Squillero, G., Burelli, P. (eds.) EvoApplications 2016. LNCS, vol. 9597, pp. 267\u2013282. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-31204-0_18"},{"issue":"3","key":"34_CR35","first-page":"416","volume":"4","author":"P Samal","year":"2013","unstructured":"Samal, P., Mishra, P.: Analysis of variants in round robin algorithms for load balancing in cloud computing. IJCSIT 4(3), 416\u2013419 (2013)","journal-title":"IJCSIT"},{"issue":"2","key":"34_CR36","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1145\/3149.3156","volume":"32","author":"AN Tantawi","year":"1985","unstructured":"Tantawi, A.N., Towsley, D.: Optimal static load balancing in distributed computer systems. J. ACM 32(2), 445\u2013465 (1985)","journal-title":"J. ACM"},{"key":"34_CR37","doi-asserted-by":"crossref","unstructured":"Tian, W., Zhao, Y., Zhong, Y., Xu, M., Jing, C.: A dynamic and integrated load-balancing scheduling algorithm for cloud datacenters. In: CCIS, pp. 311\u2013315 (2011)","DOI":"10.1109\/CCIS.2011.6045081"},{"key":"34_CR38","doi-asserted-by":"crossref","unstructured":"Wang, X., Chen, S., Setter, J., Mart\u00ednez, J.F.: SWAP: effective fine-grain management of shared last-level caches with minimum hardware support. In: HPCA-23, pp. 121\u2013132 (2017)","DOI":"10.1109\/HPCA.2017.65"},{"key":"34_CR39","doi-asserted-by":"crossref","unstructured":"Xiang, Y., Wang, X., Huang, Z., Wang, Z., Luo, Y., et al.: DCAPS: dynamic cache allocation with partial sharing. In: EuroSys 2018, pp. 1\u201315 (2018)","DOI":"10.1145\/3190508.3190511"},{"key":"34_CR40","doi-asserted-by":"crossref","unstructured":"Zhu, H., Erez, M.: Dirigent: enforcing QoS for latency-critical tasks on shared multicore systems. In: ASPLOS 2016, pp. 33\u201347 (2016)","DOI":"10.1145\/2954679.2872394"}],"container-title":["Lecture Notes in Computer Science","Service-Oriented Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-91431-8_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,19]],"date-time":"2021-11-19T00:07:16Z","timestamp":1637280436000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-91431-8_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030914301","9783030914318"],"references-count":40,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-91431-8_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"18 November 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICSOC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Service-Oriented Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Dubai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Arab Emirates","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 November 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 November 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icsoc2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/icsoc.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"189","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"39","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"28","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"21% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}