{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T18:26:23Z","timestamp":1761675983125},"publisher-location":"Berlin, Heidelberg","reference-count":30,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642330773"},{"type":"electronic","value":"9783642330780"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-33078-0_30","type":"book-chapter","created":{"date-parts":[[2012,9,3]],"date-time":"2012-09-03T17:37:49Z","timestamp":1346693869000},"page":"414-427","source":"Crossref","is-referenced-by-count":14,"title":["On Modelling and Prediction of Total CPU Usage for Applications in MapReduce Environments"],"prefix":"10.1007","author":[{"given":"Nikzad Babaii","family":"Rizvandi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Javid","family":"Taheri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Reza","family":"Moraveji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Albert Y.","family":"Zomaya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"30_CR1","unstructured":"Hadoop example for Exim logs with Python, \n                    \n                      http:\/\/blog.gnucom.cc\/2010\/hadoop-example-for-exim-logs-with-python\/"},{"key":"30_CR2","doi-asserted-by":"crossref","unstructured":"Rizvandi, N.B., Boloori, A.J., Kamyabpour, N., Zomaya, A.: MapReduce Implementation of Prestack Kirchhoff Time Migration (PKTM) on Seismic Data. Presented at the The 12th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT), Gwangju, Korea (2011)","DOI":"10.1109\/PDCAT.2011.50"},{"key":"30_CR3","unstructured":"Arumugam, K., Tan, Y.S., Lee, B.S., Kanagasabai, R.: \u201cCloud-enabling Sequence Alignment with Hadoop MapReduce: A Performance Analysis. Presented at the 2012 4th International Conference on Bioinformatics and Biomedical Technology (2012)"},{"key":"30_CR4","unstructured":"NCBI, \n                    \n                      http:\/\/www.ncbi.nlm.nih.gov\/"},{"key":"30_CR5","doi-asserted-by":"crossref","unstructured":"Kavulya, S., Tan, J., Gandhi, R., Narasimhan, P.: An Analysis of Traces from a Production MapReduce Cluster. Presented at the Proceedings of the 2010 10th IEEE\/ACM International Conference on Cluster, Cloud and Grid Computing (2010)","DOI":"10.1109\/CCGRID.2010.112"},{"key":"30_CR6","unstructured":"Kambatla, K., Pathak, A., Pucha, H.: Towards Optimizing Hadoop Provisioning in the Cloud. Presented at the the 2009 Conference on Hot Topics in Cloud Computing, San Diego, California (2009)"},{"key":"30_CR7","unstructured":"Zaharia, M., Konwinski, A., Joseph, A.D., Katz, R., Stoica, I.: Improving MapReduce Performance in Heterogeneous Environments. In: 8th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2008), December 18, pp. 29\u201342 (2008)"},{"key":"30_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1007\/978-3-642-25821-3_9","volume-title":"Middleware 2011","author":"A. Verma","year":"2011","unstructured":"Verma, A., Cherkasova, L., Campbell, R.H.: Resource Provisioning Framework for MapReduce Jobs with Performance Goals. In: Kon, F., Kermarrec, A.-M. (eds.) Middleware 2011. LNCS, vol.\u00a07049, pp. 165\u2013186. Springer, Heidelberg (2011)"},{"key":"30_CR9","unstructured":"Chen, Y., Ganapathi, A.S., Fox, A., Katz, R.H., Patterson, D.A.: Statistical Workloads for Energy Efficient MapReduce. University of California at Berkeley, Technical Report No. UCB\/EECS-2010-6 (2010)"},{"key":"30_CR10","doi-asserted-by":"crossref","unstructured":"Karloff, H., Suri, S., Vassilvitskii, S.: A model of computation for MapReduce. Presented at the Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete Algorithms, Austin, Texas (2010)","DOI":"10.1137\/1.9781611973075.76"},{"key":"30_CR11","unstructured":"Kambatla, K., Pathak, A., Pucha, H.: Towards optimizing hadoop provisioning in the cloud. Presented at the Proceedings of the 2009 Conference on Hot Topics in Cloud Computing, San Diego, California (2009)"},{"key":"30_CR12","doi-asserted-by":"crossref","unstructured":"Rizvandi, N.B., Taheri, J., Zomaya, A.Y., Moraveji, R.: A Study on Using Uncertain Time Series Matching Algorithms in Map-Reduce Applications. In: Concurrency and Computation: Practice and Experience (2012)","DOI":"10.1002\/cpe.2895"},{"key":"30_CR13","doi-asserted-by":"crossref","unstructured":"Wieder, A., Bhatotia, P., Post, A., Rodrigues, R.: Brief Announcement: Modelling MapReduce for Optimal Execution in the Cloud. Presented at the Proceeding of the 29th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, Zurich, Switzerland (2010)","DOI":"10.1145\/1835698.1835795"},{"key":"30_CR14","doi-asserted-by":"crossref","unstructured":"Wieder, A., Bhatotia, P., Post, A., Rodrigues, R.: Conductor: orchestrating the clouds. Presented at the 4th International Workshop on Large Scale Distributed Systems and Middleware, Zurich, Switzerland (2010)","DOI":"10.1145\/1859184.1859197"},{"key":"30_CR15","doi-asserted-by":"crossref","unstructured":"Oprescu, A.-M., Kielmann, T.: Bag-of-Tasks Scheduling under Budget Constraints. Presented at the IEEE Second International Conference on Cloud Computing Technology and Science (CloudCom), Indianapolis, IN, U.S.A (2010)","DOI":"10.1109\/CloudCom.2010.32"},{"key":"30_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"366","DOI":"10.1007\/978-3-540-89856-6_19","volume-title":"Middleware 2008","author":"T. Wood","year":"2008","unstructured":"Wood, T., Cherkasova, L., Ozonat, K., Shenoy, P.D.: Profiling and Modeling Resource Usage of Virtualized Applications. In: Issarny, V., Schantz, R. (eds.) Middleware 2008. LNCS, vol.\u00a05346, pp. 366\u2013387. Springer, Heidelberg (2008)"},{"key":"30_CR17","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1142\/S0218126605002386","volume":"14","author":"N.B. Rizvandi","year":"2005","unstructured":"Rizvandi, N.B., Nabavi, A., Hessabi, S.: An Accurate Fir Approximation of Ideal Fractional Delay Filter with Complex Coefficients in Hilbert Space. Journal of Circuits, Systems, and Computers\u00a014, 497\u2013506 (2005)","journal-title":"Journal of Circuits, Systems, and Computers"},{"key":"30_CR18","unstructured":"Chisnall, D.: The definitive guide to the xen hypervisor, 1st edn. Prentice Hall Press (2007)"},{"key":"30_CR19","unstructured":"Hadoop-0.20.2, \n                    \n                      http:\/\/www.apache.org\/dyn\/closer.cgi\/hadoop\/core"},{"key":"30_CR20","unstructured":"Sysstat-9.1.6, \n                    \n                      http:\/\/perso.orange.fr\/sebastien.godard\/"},{"key":"30_CR21","unstructured":"Optimizing Hadoop Deployments, Intel Corporation (2009)"},{"key":"30_CR22","unstructured":"Mao, A., Morris, R., Kaashoek, M.F.: Optimizing MapReduce for Multicore Architectures. Massachusetts Institute of Technology (2010)"},{"key":"30_CR23","doi-asserted-by":"crossref","unstructured":"Babu, S.: Towards automatic optimization of MapReduce programs. Presented at the 1st ACM Symposium on Cloud Computing, Indianapolis, Indiana, USA (2010)","DOI":"10.1145\/1807128.1807150"},{"key":"30_CR24","unstructured":"Sort Benchmark Home Page, \n                    \n                      http:\/\/sortbenchmark.org\/"},{"key":"30_CR25","unstructured":"Wang, G., Butt, A.R., Pandey, P., Gupta, K.: A Simulation Approach to Evaluating Design Decisions in MapReduce Setups. Presented at the MASCOTS (2009)"},{"key":"30_CR26","doi-asserted-by":"crossref","unstructured":"Wang, G., Butt, A.R., Pandey, P., Gupta, K.: Using realistic simulation for performance analysis of mapreduce setups. Presented at the Proceedings of the 1st ACM Workshop on Large-Scale System and Application Performance, Garching, Germany (2009)","DOI":"10.1145\/1552272.1552278"},{"key":"30_CR27","doi-asserted-by":"crossref","unstructured":"Moise, D., Trieu, T.-T.-L., Boug, L., #233, Antoniu, G.: Optimizing intermediate data management in MapReduce computations. Presented at the Proceedings of the First International Workshop on Cloud Computing Platforms, Salzburg, Austria (2011)","DOI":"10.1145\/1967422.1967427"},{"key":"30_CR28","unstructured":"Gillick, D., Faria, A., DeNero, J.: MapReduce: Distributed Computing for Machine Learning, \n                    \n                      www.icsi.berkeley.edu\/~arlo\/publications\/gillick_cs262a_proj.pdf2008"},{"key":"30_CR29","doi-asserted-by":"crossref","unstructured":"Rizvandi, N.B., Taheri, J., Zomaya, A.Y.: On using Pattern Matching Algorithms in MapReduce Applications. Presented at the The 9th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), Busan, South Korea (2011)","DOI":"10.1109\/ISPA.2011.24"},{"key":"30_CR30","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.future.2011.05.027","volume":"28","author":"S. Islam","year":"2012","unstructured":"Islam, S., Keung, J., Lee, K., Liu, A.: Empirical prediction models for adaptive resource provisioning in the cloud. Future Generation Comp. Syst.\u00a028, 155\u2013162 (2012)","journal-title":"Future Generation Comp. Syst."}],"container-title":["Lecture Notes in Computer Science","Algorithms and Architectures for Parallel Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-33078-0_30.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T07:54:32Z","timestamp":1620114872000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-33078-0_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642330773","9783642330780"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-33078-0_30","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}