{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T10:55:21Z","timestamp":1775300121586,"version":"3.50.1"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,12,7]],"date-time":"2018-12-07T00:00:00Z","timestamp":1544140800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Inter- national Science & Technology Cooperation Program of China","award":["2013DFB10070"],"award-info":[{"award-number":["2013DFB10070"]}]},{"name":"National Major Projects of China","award":["2017ZX06002005"],"award-info":[{"award-number":["2017ZX06002005"]}]},{"name":"the Scientic research project of Hunan University of Humanities, Science and Technology","award":["2016QN19"],"award-info":[{"award-number":["2016QN19"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Peer-to-Peer Netw. Appl."],"published-print":{"date-parts":[[2020,1]]},"DOI":"10.1007\/s12083-018-0699-0","type":"journal-article","created":{"date-parts":[[2018,12,6]],"date-time":"2018-12-06T21:45:41Z","timestamp":1544132741000},"page":"64-81","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A software defined caching framework based on user access behavior analysis for transparent computing server"],"prefix":"10.1007","volume":"13","author":[{"given":"Weimin","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6533-7822","authenticated-orcid":false,"given":"Jinfang","family":"Sheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangyu","family":"Hou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lin","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiaguang","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,12,7]]},"reference":[{"issue":"C","key":"699_CR1","doi-asserted-by":"publisher","first-page":"684","DOI":"10.1016\/j.future.2015.09.021","volume":"56","author":"A Botta","year":"2016","unstructured":"Botta A, de Donato W, Persico V, Pescap\u0117 A (2016) Integration of cloud computing and internet of things: a survey. Futur Gener Comput Syst 56(C):684\u2013700","journal-title":"Futur Gener Comput Syst"},{"issue":"5","key":"699_CR2","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1109\/JIOT.2016.2579198","volume":"3","author":"W Shi","year":"2016","unstructured":"Shi W, Cao J, Zhang Q, Li Y, Xu L (2016) Edge computing: vision and challenges. IEEE Internet Things J 3(5):637\u2013646","journal-title":"IEEE Internet Things J"},{"issue":"1","key":"699_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1049\/cje.2016.11.016","volume":"26","author":"Y Zhang","year":"2017","unstructured":"Zhang Y, Ren J, Liu J, Xu C, Guo H, Liu Y (2017) A survey on emerging computing paradigms for big data. Chin J Electron 26(1):1\u201312","journal-title":"Chin J Electron"},{"issue":"5","key":"699_CR4","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1109\/MNET.2017.1700030","volume":"31","author":"J Ren","year":"2017","unstructured":"Ren J, Guo H, Xu C, Zhang Y (2017) Serving at the edge: a scalable IoT architecture based on transparent computing. IEEE Netw 31(5):96\u2013105","journal-title":"IEEE Netw"},{"key":"699_CR5","first-page":"1","volume-title":"Ubiquitous Intelligence and Computing","author":"Yaoxue Zhang","year":"2006","unstructured":"Zhang Y, Zhou Y (2006) Transparent computing: a new paradigm for pervasive computing. In: 2006 Proceedings ubiquitous intelligence and computing, 3rd International conference, UIC 2006. Springer, Wuhan, pp 1\u201311"},{"issue":"1","key":"699_CR6","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1109\/MCSE.2017.17","volume":"19","author":"Y Zhang","year":"2016","unstructured":"Zhang Y, Guo K, Ren J, Zhou Y, Wang J, Chen J (2016) Transparent computing: a promising network computing paradigm. Comput Sci Eng 19(1):7\u201320","journal-title":"Comput Sci Eng"},{"key":"699_CR7","doi-asserted-by":"crossref","unstructured":"Gao Y, Zhang Y, Zhou Y (2012) Performance analysis of virtual disk system for transparent computing In: 9th International conference on ubiquitous intelligence and computing and 9th international conference on autonomic and trusted computing, UIC\/ATC 2012, Fukuoka, Japan, September 4-7, 2012, Institute of Electrical and Electronics Engineers (IEEE), pp 470\u2013477","DOI":"10.1109\/UIC-ATC.2012.104"},{"issue":"13","key":"699_CR8","doi-asserted-by":"publisher","first-page":"1539","DOI":"10.1016\/j.comcom.2010.06.024","volume":"34","author":"Y Zhang","year":"2011","unstructured":"Zhang Y, Zhou Y (2011) Separating computation and storage with storage virtualization. Comput Commun 34(13):1539\u20131548","journal-title":"Comput Commun"},{"issue":"4","key":"699_CR9","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1504\/IJCC.2012.049763","volume":"1","author":"Y Zhang","year":"2012","unstructured":"Zhang Y, Zhou Y (2012) TransOS: a transparent computing-based operating system for the cloud. Int J Cloud Comput 1(4):287\u2013 301","journal-title":"Int J Cloud Comput"},{"key":"699_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s12083-015-0400-9","volume":"10","author":"J Wang","year":"2017","unstructured":"Wang J, Liu A, Yan T, Zeng Z (2017) A resource allocation model based on double-sided combinational auctions for transparent computing. Peer-to-Peer Networking and Applications 10:1\u201318","journal-title":"Peer-to-Peer Networking and Applications"},{"issue":"10","key":"699_CR11","doi-asserted-by":"publisher","first-page":"3171","DOI":"10.1109\/TC.2016.2519901","volume":"65","author":"J Liu","year":"2016","unstructured":"Liu J, Zhou Y, Zhang D (2016) Transim: a simulation framework for cache-enabled transparent computing systems. IEEE Trans Comput 65(10):3171\u20133183","journal-title":"IEEE Trans Comput"},{"issue":"10","key":"699_CR12","first-page":"1700","volume":"49","author":"L Wei","year":"2009","unstructured":"Wei L, Zhang Y, Zhou Y (2009) Simulation analysis and validation of cache performance in transcom systems. J Tsinghua University Science and Technology 49(10):1700\u20131703","journal-title":"J Tsinghua University Science and Technology"},{"key":"699_CR13","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1007\/978-3-642-35795-4_82","volume-title":"Trustworthy Computing and Services","author":"Yuan Gao","year":"2013","unstructured":"Gao Y, Zhang Y, Zhou Y (2012) A cache management strategy for transparent computing storage system International conference on trustworthy computing and services. Springer, Berlin, pp 651\u2013658"},{"issue":"4","key":"699_CR14","doi-asserted-by":"publisher","first-page":"711","DOI":"10.1007\/s12083-017-0554-8","volume":"11","author":"Y Tang","year":"2017","unstructured":"Tang Y, Guo K, Tian B (2017) A block-level caching optimization method for mobile transparent computing. Peer-to-Peer Networking and Applications 11(4):711\u2013722","journal-title":"Peer-to-Peer Networking and Applications"},{"key":"699_CR15","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/j.future.2015.10.010","volume":"74","author":"K Guo","year":"2017","unstructured":"Guo K, Tang Y, Ma J, Zhang Y (2017) Optimized dependent file fetch middleware in transparent computing platform. Futur Gener Comput Syst 74:199\u2013207","journal-title":"Futur Gener Comput Syst"},{"key":"699_CR16","unstructured":"Zhou Y, Philbin J, Li K (2001) The multi-queue replacement algorithm for second level buffer caches. In: Proceedings of the General track: 2001 USENIX annual technical conference, June 25-30, 2001. USENIX Association Berkeley, Boston, pp 91\u2013104"},{"issue":"9","key":"699_CR17","doi-asserted-by":"publisher","first-page":"1345","DOI":"10.1109\/TKDE.2011.35","volume":"23","author":"V Kantere","year":"2011","unstructured":"Kantere V, Dash D, Fran\u00e7ois G, Kyriakopoulou S, Ailamaki A (2011) Optimal service pricing for a cloud cache. IEEE Trans Knowl Data Eng 23(9):1345\u20131358","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"699_CR18","doi-asserted-by":"crossref","unstructured":"Banditwattanawong T (2012) From web cache to cloud cache In: International conference on grid and pervasive computing, Springer, pp 1\u201315","DOI":"10.1007\/978-3-642-30767-6_1"},{"issue":"4","key":"699_CR19","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1016\/j.ijforecast.2006.03.005","volume":"22","author":"ES Gardner","year":"2006","unstructured":"Gardner ES (2006) Exponential smoothing: the state of the art\u2014part ii. Int J Forecast 22(4):637\u2013666","journal-title":"Int J Forecast"},{"key":"699_CR20","doi-asserted-by":"crossref","unstructured":"Zhang Y, Zhou Y (2007) 4VP: A novel meta OS approach for streaming programs in ubiquitous computing. In: 21st International conference on advanced information networking and applications (AINA 2007), May 21-23, 2007, Niagara Falls. IEEE, Canada, pp 394\u2013403","DOI":"10.1109\/AINA.2007.6"},{"issue":"9","key":"699_CR21","first-page":"1657","volume":"27","author":"H Yang","year":"2006","unstructured":"Yang H, Zhang Y, Wang X, XU P (2006) MRBP2: a transparence computing based remote booting protocol. MINIMICRO SYSTEMS-SHENYANG- 27(9):1657","journal-title":"MINIMICRO SYSTEMS-SHENYANG-"},{"issue":"1","key":"699_CR22","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/MCSE.2017.15","volume":"19","author":"S Li","year":"2017","unstructured":"Li S, Zhou Y, Zhang Y (2017) NSAP+: supporting transparent computing applications with a service-oriented protocol. Comput Sci Eng 19(1):21\u201328","journal-title":"Comput Sci Eng"},{"issue":"3","key":"699_CR23","doi-asserted-by":"publisher","first-page":"1816","DOI":"10.1109\/JIOT.2018.2812803","volume":"5","author":"X Peng","year":"2018","unstructured":"Peng X, Ren J, She L, Zhang D, Li J, Zhang Y (2018) Boat: a block-streaming app execution scheme for lightweight IoT devices. IEEE Internet Things J 5(3):1816\u20131829","journal-title":"IEEE Internet Things J"},{"issue":"12","key":"699_CR24","doi-asserted-by":"publisher","first-page":"3081","DOI":"10.1109\/TIFS.2017.2737966","volume":"12","author":"C Xu","year":"2017","unstructured":"Xu C, Ren J, Zhang Y, Qin Z, Ren K (2017) Dppro: differentially private high-dimensional data release via random projection. IEEE Trans Inf Forensics Secur 12(12):3081\u20133093","journal-title":"IEEE Trans Inf Forensics Secur"},{"key":"699_CR25","doi-asserted-by":"crossref","unstructured":"Gao Y, Zhang Y, Zhou Y (2012) Building a virtual machine-based network storage system for transparent computing. In: 2012 international conference on computer science & service system (csss). IEEE, Institute of Electrical and Electronics Engineers (IEEE), pp 2341\u20132344","DOI":"10.1109\/CSSS.2012.581"},{"key":"699_CR26","doi-asserted-by":"crossref","unstructured":"Meyer DT, Aggarwal G, Cully B, Lefebvre G, Feeley MJ, Hutchinson NC, Warfield A (2008) Parallax: virtual disks for virtual machines In: Proceedings of the 2008 EuroSys Conference, Glasgow, Scotland, UK, April 1-4, 2008, Association for Computing Machinery (ACM), pp 41\u201354","DOI":"10.1145\/1352592.1352598"},{"key":"699_CR27","doi-asserted-by":"crossref","unstructured":"Ayres J, Flannick J, Gehrke J, Yiu T (2002) Sequential pattern mining using a bitmap representation. In: Proceedings of the 8th ACM SIGKDD international conference on knowledge discovery and data mining, July 23-26, 2002. Association for Computing Machinery (ACM), Edmonton, pp 429\u2013435","DOI":"10.1145\/775047.775109"},{"issue":"3","key":"699_CR28","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1007\/s10723-015-9360-9","volume":"14","author":"J Zhang","year":"2016","unstructured":"Zhang J, Li Q, Zhou W (2016) Hdcache: a distributed cache system for real-time cloud services. J Grid Comput 14(3):407\u2013428","journal-title":"J Grid Comput"},{"key":"699_CR29","unstructured":"Van Hensbergen E, Zhao M (2006) Dynamic policy disk caching for storage networking. Tech rep, IBM Research Division Austin Research Laboratory"},{"key":"699_CR30","unstructured":"Wikipedia (2018) Flashcache [online] Available: https:\/\/enwikipediaorg\/wiki\/Flashcache"},{"issue":"1","key":"699_CR31","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1109\/TETC.2014.2381512","volume":"3","author":"J Yang","year":"2015","unstructured":"Yang J, Qiao Y, Zhang X, He H, Liu F, Cheng G (2015) Characterizing user behavior in mobile internet. IEEE Trans Emerging Topics Comput 3(1):95\u2013106","journal-title":"IEEE Trans Emerging Topics Comput"},{"key":"699_CR32","doi-asserted-by":"crossref","unstructured":"Abdul-Rahman OA, Aida K (2014) Towards understanding the usage behavior of Google cloud users: the mice and elephants phenomenon In: IEEE 6th international conference on cloud computing technology and science, CloudCom 2014, Singapore, December 15-18, 2014, IEEE Computer Society, pp 272\u2013277","DOI":"10.1109\/CloudCom.2014.75"},{"key":"699_CR33","doi-asserted-by":"crossref","unstructured":"Lq Tian, Lin C, Ni Y (2010) Evaluation of user behavior trust in cloud computing. In: 2010 international conference on computer application and system modeling (ICCASM). IEEE, vol 7, pp V7-567","DOI":"10.1109\/ICCASM.2010.5620636"},{"issue":"9","key":"699_CR34","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1109\/MCOM.2013.6588663","volume":"51","author":"L Jin","year":"2013","unstructured":"Jin L, Chen Y, Wang T, Hui P, Vasilakos AV (2013) Understanding user behavior in online social networks: a survey. IEEE Commun Mag 51(9):144\u2013150","journal-title":"IEEE Commun Mag"},{"issue":"1","key":"699_CR35","doi-asserted-by":"publisher","first-page":"458","DOI":"10.1109\/TPWRS.2011.2161780","volume":"27","author":"JW Taylor","year":"2012","unstructured":"Taylor JW (2012) Short-term load forecasting with exponentially weighted methods. IEEE Trans Power Syst 27(1):458\u2013464","journal-title":"IEEE Trans Power Syst"},{"key":"699_CR36","doi-asserted-by":"crossref","unstructured":"de Assis MV, Carvalho LF, Rodrigues JJ, Proenca ML (2013) Holt-winters statistical forecasting and aco metaheuristic for traffic characterization. In: 2013 IEEE International Conference on Communications (ICC). IEEE, pp 2524\u20132528","DOI":"10.1109\/ICC.2013.6654913"},{"key":"699_CR37","first-page":"1","volume":"4329008","author":"PS Kalekar","year":"2004","unstructured":"Kalekar PS (2004) Time series forecasting using holt-winters exponential smoothing. Kanwal Rekhi School of Information Technology 4329008:1\u201313","journal-title":"Kanwal Rekhi School of Information Technology"},{"issue":"2","key":"699_CR38","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1109\/MCOM.2013.6461195","volume":"51","author":"H Kim","year":"2013","unstructured":"Kim H, Feamster N (2013) Improving network management with software defined networking. IEEE Commun Mag 51(2):114\u2013119","journal-title":"IEEE Commun Mag"},{"key":"699_CR39","doi-asserted-by":"crossref","unstructured":"Darabseh A, Al-Ayyoub M, Jararweh Y, Benkhelifa E, Vouk MA, Rindos A (2015) SDDC: a software defined datacenter experimental framework In: 3rd International conference on future internet of things and cloud, FiCloud 2015, Rome, Italy, August 24-26, 2015, IEEE Computer Society, pp 189\u2013194","DOI":"10.1109\/FiCloud.2015.127"},{"key":"699_CR40","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1016\/j.future.2015.10.015","volume":"58","author":"Y Jararweh","year":"2016","unstructured":"Jararweh Y, Al-Ayyoub M, Benkhelifa E, Vouk M, Rindos A, et al. (2016) Software defined cloud: survey, system and evaluation. Futur Gener Comput Syst 58:56\u201374","journal-title":"Futur Gener Comput Syst"},{"key":"699_CR41","doi-asserted-by":"crossref","first-page":"3591","DOI":"10.1109\/ACCESS.2016.2588883","volume":"4","author":"J Zhang","year":"2016","unstructured":"Zhang J, Zhang X, Wang W (2016) Cache-enabled software defined heterogeneous networks for green and flexible 5g networks. IEEE Access 4:3591\u20133604","journal-title":"IEEE Access"}],"container-title":["Peer-to-Peer Networking and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-018-0699-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12083-018-0699-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12083-018-0699-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T09:59:28Z","timestamp":1775296768000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12083-018-0699-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,7]]},"references-count":41,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,1]]}},"alternative-id":["699"],"URL":"https:\/\/doi.org\/10.1007\/s12083-018-0699-0","relation":{},"ISSN":["1936-6442","1936-6450"],"issn-type":[{"value":"1936-6442","type":"print"},{"value":"1936-6450","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,12,7]]},"assertion":[{"value":"14 March 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 November 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 December 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}