{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T21:41:27Z","timestamp":1757454087483,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319130200"},{"type":"electronic","value":"9783319130217"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-13021-7_7","type":"book-chapter","created":{"date-parts":[[2014,11,14]],"date-time":"2014-11-14T20:17:01Z","timestamp":1415996221000},"page":"85-97","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["I\/O Characterization of Big Data Workloads in Data Centers"],"prefix":"10.1007","author":[{"given":"Fengfeng","family":"Pan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yinliang","family":"Yue","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin","family":"Xiong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daxiang","family":"Hao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,11,11]]},"reference":[{"key":"7_CR1","unstructured":"http:\/\/www.alexa.com\/topsites\/global"},{"key":"7_CR2","unstructured":"http:\/\/prof.ict.ac.cn\/BigDataBench\/"},{"key":"7_CR3","unstructured":"http:\/\/linux.die.net\/man\/1\/iostat"},{"key":"7_CR4","doi-asserted-by":"crossref","unstructured":"Abad, C.L., Lu, Y., Campbell, R.H.: Dare: adaptive data replication for efficient cluster scheduling. In: 2011 IEEE International Conference on Cluster Computing (CLUSTER), pp. 159\u2013168 (2011)","DOI":"10.1109\/CLUSTER.2011.26"},{"key":"7_CR5","doi-asserted-by":"crossref","unstructured":"Abad, C.L., Roberts, N.: A storage-centric analysis of mapreduce workloads: file popularity, temporal locality and arrival patterns. In: 2012 IEEE International Symposium on Workload Characterization (IISWC), pp. 100\u2013109 (2012)","DOI":"10.1109\/IISWC.2012.6402909"},{"key":"7_CR6","doi-asserted-by":"crossref","unstructured":"Ananthanarayanan, G., Agarwal, S.: Scarlett: coping with skewed content popularity in mapreduce clusters. In: Proceedings of the Sixth Conference on Computer Systems (2011)","DOI":"10.1145\/1966445.1966472"},{"key":"7_CR7","doi-asserted-by":"crossref","unstructured":"Bairavasundaram, L.N., Arpaci-Dusseau, A.C., Arpaci-Dusseau, R.H., Goodson, G.R., Schroeder, B.: An analysis of data corruption in the storage stack. ACM Transactions on Storage (TOS) 4 (2008)","DOI":"10.1145\/1416944.1416947"},{"key":"7_CR8","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1109\/MM.2010.73","volume":"30","author":"C Kozyrakis","year":"2010","unstructured":"Kozyrakis, C., Kansal, A., Sankar, S., Vaid, K.: Server engineering insights for large-scale online services. IEEE Micro 30, 8\u201319 (2010)","journal-title":"IEEE Micro"},{"key":"7_CR9","doi-asserted-by":"crossref","unstructured":"Chen, Y., Alspaugh, S., Katz, R.: Interactive analytical processing in big data systems: a cross-industry study of mapreduce workloads. In: Proceedings of the VLDB Endowment (2012)","DOI":"10.21236\/ADA561769"},{"key":"7_CR10","unstructured":"Chen, Y., Srinivasan, K., Goodson, G.: Design implications for enterprise storage systems via multi-dimensional trace analysis"},{"key":"7_CR11","doi-asserted-by":"crossref","unstructured":"Delimitrou, C., Sankar, S., Vaid, K., Kozyrakis, C.: Decoupling datacenter studies from access to large-scale applications: a modeling approach for storage workloads. In: 2011 IEEE International Symposium on Workload Characterization (IISWC), pp. 51\u201360 (2011)","DOI":"10.1109\/IISWC.2011.6114196"},{"key":"7_CR12","doi-asserted-by":"crossref","unstructured":"Ersoz, D., Yousif, M.S., Das, C.R.: Characterizing network traffic in a cluster-based, multi-tier data center. In: 27th International Conference on Distributed Computing Systems, ICDCS \u201907, p. 59 (2007)","DOI":"10.1109\/ICDCS.2007.90"},{"key":"7_CR13","doi-asserted-by":"crossref","unstructured":"Fan, B., Tantisiriroj, W., Xiao, L., Gibson, G.: Diskreduce: raid for data-intensive scalable computing. In: Proceedings of the 4th Annual Workshop on Petascale Data Storage (2009)","DOI":"10.1145\/1713072.1713075"},{"key":"7_CR14","doi-asserted-by":"crossref","unstructured":"Iamnitchi, A., Doraimani, S., Garzoglio, G.: Workload characterization in a high-energy data grid and impact on resource management. In: 2009 IEEE International Conference on Cluster Computing (CLUSTER), pp. 100\u2013109 (2009)","DOI":"10.1007\/s10586-009-0081-3"},{"key":"7_CR15","doi-asserted-by":"crossref","unstructured":"Kavalanekar, S., Worthington, B.: Characterization of storage workload traces from production windows servers. In: 2008 IEEE International Symposium on Workload Characterization (IISWC), pp. 119\u2013128 (2008)","DOI":"10.1109\/IISWC.2008.4636097"},{"key":"7_CR16","doi-asserted-by":"crossref","unstructured":"Kavulya, S., Tan, J., Gandhi, R., Narasimhan, P.: An analysis of traces from a production mapreduce cluster. In: 2010 10th IEEE\/ACM International Conference on Cluster, Cloud and Grid Computing (CCGrid), pp. 94\u2013103 (2010)","DOI":"10.1109\/CCGRID.2010.112"},{"key":"7_CR17","unstructured":"Kyrola, A., Blelloch, G., Guestrin, C.: Graphchi: large-scale graph computation on just a pc. In: Proceedings of the 10th USENIX Conference on Operating Systems Design and Implementation (2012)"},{"key":"7_CR18","doi-asserted-by":"crossref","unstructured":"Ren, Z., Xu, X., Wan, J., Shi, W., Zhou, M.: Workload characterization on a production hadoop cluster: a case study on taobao. In: 2012 IEEE International Symposium on Workload Characterization (IISWC), pp. 3\u201313 (2012)","DOI":"10.1109\/IISWC.2012.6402895"},{"key":"7_CR19","doi-asserted-by":"crossref","unstructured":"Sankar, S., Vaid, K.: Storage characterization for unstructured data in online services applications. In: 2009 IEEE International Symposium on Workload Characterization (IISWC), pp. 148\u2013157 (2009)","DOI":"10.1109\/IISWC.2009.5306786"},{"key":"7_CR20","doi-asserted-by":"crossref","unstructured":"Wang, L., Zhan, J., Luo, C., et al.: Bigdatabench: a big data benchmark suite from internet services. In: 2014 IEEE 20th International Symposium on High Performance Computer Architecture (HPCA), pp. 488\u2013499 (2014)","DOI":"10.1109\/HPCA.2014.6835958"}],"container-title":["Lecture Notes in Computer Science","Big Data Benchmarks, Performance Optimization, and Emerging Hardware"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-13021-7_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T12:19:00Z","timestamp":1675253940000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-13021-7_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319130200","9783319130217"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-13021-7_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]},"assertion":[{"value":"11 November 2014","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}