{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T10:53:41Z","timestamp":1775300021008,"version":"3.50.1"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030050535","type":"print"},{"value":"9783030050542","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-05054-2_41","type":"book-chapter","created":{"date-parts":[[2018,12,6]],"date-time":"2018-12-06T19:33:21Z","timestamp":1544124801000},"page":"538-550","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Virtual Machine Dynamic Adjustment Strategy Based on Load Forecasting"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1046-4496","authenticated-orcid":false,"given":"Junjie","family":"Peng","sequence":"first","affiliation":[]},{"given":"Yingtao","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Gan","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Lujin","family":"You","sequence":"additional","affiliation":[]},{"given":"Feng","family":"Cheng","sequence":"additional","affiliation":[]},{"given":"Weiqiang","family":"Lv","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,12,7]]},"reference":[{"key":"41_CR1","doi-asserted-by":"crossref","unstructured":"Foster, I., Zhao, Y., Raicu, I., Lu, S.: Cloud Computing and Grid Computing 360-Degree Compared. In: 2008 Grid Computing Environments Workshop Proceedings, pp. 1\u201310. IEEE, Austin (2008)","DOI":"10.1109\/GCE.2008.4738445"},{"key":"41_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-15108-8_1","volume-title":"Data Management in Grid and Peer-to-Peer Systems","author":"B Nicolae","year":"2010","unstructured":"Nicolae, B.: High throughput data-compression for cloud storage. In: Hameurlain, A., Morvan, F., Tjoa, A.M. (eds.) Globe 2010. LNCS, vol. 6265, pp. 1\u201312. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-15108-8_1"},{"key":"41_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1007\/978-3-642-16515-3_34","volume-title":"Web Information Systems and Mining","author":"Y Fang","year":"2010","unstructured":"Fang, Y., Wang, F., Ge, J.: A task scheduling algorithm based on load balancing in cloud computing. In: Wang, F.L., Gong, Z., Luo, X., Lei, J. (eds.) WISM 2010. LNCS, vol. 6318, pp. 271\u2013277. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-16515-3_34"},{"key":"41_CR4","doi-asserted-by":"crossref","unstructured":"Aluvalu, R., Vardhaman, J.M.A., Kantaria, J.: Performance evaluation of clustering algorithms for dynamic VM allocation in cloud computing. In: Proceedings of 2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon), pp. 1560\u20131563. IEEE (2017)","DOI":"10.1109\/SmartTechCon.2017.8358627"},{"key":"41_CR5","doi-asserted-by":"crossref","unstructured":"Basu, S., et al.: Cloud computing security challenges & solutions-a survey. In: Proceedings of 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC), pp. 347\u2013356. IEEE (2018)","DOI":"10.1109\/CCWC.2018.8301700"},{"key":"41_CR6","doi-asserted-by":"crossref","unstructured":"Kapil, D., Tyagi, P., Kumar, S., Tamta, V.P.: Cloud computing: overview and research issues. In: Proceedings of 2017 International Conference on Green Informatics (ICGI), pp. 71\u201376. IEEE (2017)","DOI":"10.1109\/ICGI.2017.18"},{"key":"41_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1007\/978-3-642-02454-2_61","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2009","author":"M Pastaki Rad","year":"2009","unstructured":"Pastaki Rad, M., Sajedi Badashian, A., Meydanipour, G., Ashurzad Delcheh, M., Alipour, M., Afzali, H.: A survey of cloud platforms and their future. In: Gervasi, O., Taniar, D., Murgante, B., Lagan\u00e0, A., Mun, Y., Gavrilova, M.L. (eds.) ICCSA 2009. LNCS, vol. 5592, pp. 788\u2013796. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-642-02454-2_61"},{"key":"41_CR8","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1007\/s13174-010-0007-6","volume":"1","author":"Q Zhang","year":"2010","unstructured":"Zhang, Q., Cheng, L., Boutaba, R.: Cloud computing: state-of-the-art and research challenges. J. Internet Serv. Appl. 1, 7\u201318 (2010)","journal-title":"J. Internet Serv. Appl."},{"key":"41_CR9","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/978-3-642-02987-5_10","volume-title":"Software Engineering Approaches for Offshore and Outsourced Development","author":"P Yara","year":"2009","unstructured":"Yara, P., Ramachandran, R., Balasubramanian, G., Muthuswamy, K., Chandrasekar, D.: Global software development with cloud platforms. In: Gotel, O., Joseph, M., Meyer, B. (eds.) SEAFOOD 2009. LNBIP, vol. 35, pp. 81\u201395. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-642-02987-5_10"},{"issue":"1","key":"41_CR10","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1145\/1496091.1496103","volume":"39","author":"A Greenberg","year":"2008","unstructured":"Greenberg, A., Hamilton, J., Maltz, D.A.: The cost of a cloud: research problems in data center networks. ACM SIGCOMM Comput. Commun. Rev. 39(1), 68\u201373 (2008)","journal-title":"ACM SIGCOMM Comput. Commun. Rev."},{"key":"41_CR11","doi-asserted-by":"crossref","unstructured":"Schopf, J.M., Berman, F.: Stochastic scheduling. In: Proceedings of ACM\/IEEE 1999 Conference on Supercomputing, pp. 235-258. IEEE (2000)","DOI":"10.1145\/331532.331580"},{"key":"41_CR12","unstructured":"Yang, Y., Casanova, H.: RUMR: robust Scheduling for Divisible Workloads. In: Proceedings of IEEE International Symposium on High PERFORMANCE Distributed Computing, pp. 114\u2013123. IEEE (2003)"},{"key":"41_CR13","doi-asserted-by":"crossref","unstructured":"Padmavathi, S., Soniha, P.K., Soundarya, N., Srimathi, S.: Dynamic resource provisioning and monitoring for cloud computing. In: Proceedings of 2017 IEEE International Conference on Intelligent Techniques in Control, Optimization and Signal Processing (INCOS), pp. 1\u20136. IEEE (2017)","DOI":"10.1109\/ITCOSP.2017.8303132"},{"issue":"3","key":"41_CR14","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1109\/CC.2018.8331991","volume":"15","author":"L Zhao","year":"2018","unstructured":"Zhao, L., Du, M., Chen, L.: A new multi-resource allocation mechanism: a tradeoff between fairness and efficiency in cloud computing. China Commun. 15(3), 57\u201377 (2018)","journal-title":"China Commun."},{"issue":"1","key":"41_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ijforecast.2005.06.006","volume":"22","author":"JW Taylor","year":"2006","unstructured":"Taylor, J.W., Menezes, L.M.D., Mcsharry, P.E.: A comparison of univariate methods for forecasting electricity demand up to a day ahead. Int. J. Forecast. 22(1), 1\u201316 (2006)","journal-title":"Int. J. Forecast."},{"issue":"16\u201318","key":"41_CR16","doi-asserted-by":"publisher","first-page":"2861","DOI":"10.1016\/j.neucom.2006.06.015","volume":"70","author":"A Sorjanmaa","year":"2007","unstructured":"Sorjanmaa, A., Hao, J., Reyhani, N., et al.: Methodology for long-term prediction of time series. Neurocomputing 70(16\u201318), 2861\u20132869 (2007)","journal-title":"Neurocomputing"},{"key":"41_CR17","doi-asserted-by":"crossref","unstructured":"Hu, J., Gu, J., Sun, G., Zhao, T.: A scheduling strategy on load balancing of virtual machine resources in cloud computing environment. In: Proceedings of Third International Symposium on Parallel Architectures, Algorithms and Programming, pp. 89\u201396. IEEE (2010)","DOI":"10.1109\/PAAP.2010.65"},{"key":"41_CR18","unstructured":"Chen, G., He, W., Liu, J., et al.: Energy-aware server provisioning and load dispatching for connection-intensive internet services. In: Proceedings of Usenix Symposium on Networked Systems Design and Implementation, NSDI 2008, pp. 337\u2013350. Usenix (2008)"},{"key":"41_CR19","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/j.sysarc.2016.02.001","volume":"70","author":"J Peng","year":"2016","unstructured":"Peng, J., Dai, Y., Rao, Y., Chen, J., Zhi, X.: Research on processing strategy for CPU-intensive application. J. Syst. Archit. 70, 39\u201347 (2016)","journal-title":"J. Syst. Archit."},{"key":"41_CR20","doi-asserted-by":"crossref","unstructured":"Shen, Z., Subbiah, S., Gu, X., et al.: CloudScale: elastic resource scaling for multi-tenant cloud systems. In: Proceedings of ACM Symposium on Cloud Computing, pp. 1-14. ACM (2011)","DOI":"10.1145\/2038916.2038921"},{"key":"41_CR21","doi-asserted-by":"crossref","unstructured":"Padala, P., Hou, K.Y., Kang, G.S., et al.: Automated control of multiple virtualized resources. In: Proceedings of 2009 ACM European Conference on Computer Systems, pp. 13-26. ACM (2009)","DOI":"10.1145\/1519065.1519068"},{"key":"41_CR22","unstructured":"Meng, F., Zhang, H., Chu.: Cloud computing resource load balancing study based on ant colony optimization algorithm. J. Huazhong Univ. Sci. Technol. 41(s2), 57\u201362 (2013)"}],"container-title":["Lecture Notes in Computer Science","Algorithms and Architectures for Parallel Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-05054-2_41","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T09:56:10Z","timestamp":1775296570000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-05054-2_41"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030050535","9783030050542"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-05054-2_41","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"7 December 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICA3PP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Algorithms and Architectures for Parallel Processing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guangzhou","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ica3pp2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/nsclab.org\/ica3pp2018\/authors.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"407","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"141","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"50","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"35% - 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"}},{"value":"2.3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"7.3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}}]}}