{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T23:39:29Z","timestamp":1725752369422},"publisher-location":"Berlin, Heidelberg","reference-count":25,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642412776"},{"type":"electronic","value":"9783642412783"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-41278-3_75","type":"book-chapter","created":{"date-parts":[[2013,10,16]],"date-time":"2013-10-16T13:41:50Z","timestamp":1381930910000},"page":"619-627","source":"Crossref","is-referenced-by-count":2,"title":["A Survey on Benchmarks for Big Data and Some More Considerations"],"prefix":"10.1007","author":[{"given":"Xiongpai","family":"Qin","sequence":"first","affiliation":[]},{"given":"Xiaoyun","family":"Zhou","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"75_CR1","unstructured":"Ventana Research: Hadoop and Information Management: Benchmarking the Challenge of Enormous Volumes of Data (2013), http:\/\/www.ventanaresearch.com\/research\/benchmarkDetail.aspx?id=1663"},{"key":"75_CR2","unstructured":"Big Data Top 100: An open, community-based effort for benchmarking big data systems (2013), http:\/\/bigdatatop100.org\/benchmarks"},{"key":"75_CR3","unstructured":"Hemsoth, N.: A New Benchmark for Big Data (2013), http:\/\/www.datanami.com\/datanami\/2013-03-06\/a_new_benchmark_for_big_data.html"},{"key":"75_CR4","first-page":"11","volume-title":"Proceedings of ICPADS","author":"K. Kim","year":"2008","unstructured":"Kim, K., Jeon, K., Han, H., Kim, S.G., Jung, H., Yeom, H.Y.: MRBench: A Benchmark for MapReduce Framework. In: Proceedings of ICPADS, pp. 11\u201318. IEEE Press, Melbourne (2008)"},{"key":"75_CR5","first-page":"1","volume-title":"Proceedings of CLUSTER","author":"S. Loebman","year":"2009","unstructured":"Loebman, S., Nunley, D., Kwon, Y., Howe, B., Balazinska, M., Gardner, J.P.: Analyzing massive astrophysical datasets: Can Pig\/Hadoop or a relational DBMS help? In: Proceedings of CLUSTER, pp. 1\u201310. IEEE Press, New Orleans (2009)"},{"key":"75_CR6","series-title":"CCIS","doi-asserted-by":"publisher","first-page":"220","DOI":"10.1007\/978-3-642-30507-8_20","volume-title":"Networked Digital Technologies","author":"R. Moussa","year":"2012","unstructured":"Moussa, R.: TPC-H Benchmark Analytics Scenarios and Performances on Hadoop Data Clouds. In: Benlamri, R. (ed.) NDT 2012, Part I. CCIS, vol.\u00a0293, pp. 220\u2013234. Springer, Heidelberg (2012)"},{"key":"75_CR7","unstructured":"Ahmad, F., Lee, S., Thottethodi, M., Vijaykumar, T.N.: PUMA: Purdue MapReduce Benchmarks Suite. Purdue Technical Report TR-ECE-12-11 (2012)"},{"key":"75_CR8","unstructured":"Chen, Y., Alspaugh, S., Ganapathi, A., Griffith, R., Katz, R.: SWIM - Statistical Workload Injector for MapReduce (2013), https:\/\/github.com\/SWIMProjectUCB\/SWIM\/wiki"},{"key":"75_CR9","unstructured":"Chen, Y.P., Raab, F., Katz, R.H.: From TPC-C to Big Data Benchmarks: A Functional Workload Model. UC Berkeley Technical Report UCB\/EECS-2012-174 (2012)"},{"key":"75_CR10","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1145\/1807128.1807152","volume-title":"SoCC","author":"B.F. Cooper","year":"2010","unstructured":"Cooper, B.F., Silberstein, A., Tam, E., Ramakrishnan, R., Sears, R.: Benchmarking Cloud Serving Systems with YCSB. In: SoCC, pp. 143\u2013154. ACM Press, Indianapolis (2010)"},{"key":"75_CR11","first-page":"79","volume-title":"Proceedings of the International Workshop on Storage Network Architecture and Parallel I\/Os (in Conjunction with MSST)","author":"C.W. Smullen","year":"2007","unstructured":"Smullen, C.W., Shahrukh, I.V., Tarapore, R., Gurumurthi, S.: A Benchmark Suite for Unstructured Data Processing. In: Proceedings of the International Workshop on Storage Network Architecture and Parallel I\/Os (in Conjunction with MSST), pp. 79\u201383. IEEE Press, San Diego (2007)"},{"key":"75_CR12","first-page":"41","volume-title":"ICDE Workshops on Information & Software as Services","author":"S.S. Huang","year":"2010","unstructured":"Huang, S.S., Huang, J., Dai, J.Q., Xie, T., Huang, B.: The HiBench Benchmark Suite: Characterization of the MapReduce-Based Data Analysis. In: ICDE Workshops on Information & Software as Services, pp. 41\u201351. IEEE Press, Long Beach (2010)"},{"key":"75_CR13","unstructured":"Nyberg, C., Shah, M.: Sort benchmark (2012), http:\/\/sortbenchmark.org\/"},{"key":"75_CR14","unstructured":"TeraSort. TeraSort Benchmark (2012), http:\/\/sortbenchmark.org\/"},{"key":"75_CR15","unstructured":"Malley, O.O., Murthy, A.C.: Winning a 60 Second Dash with a Yellow Elephant (2009), http:\/\/sortbenchmark.org\/Yahoo2009.pdf"},{"key":"75_CR16","unstructured":"GridMix. GridMix Benchmark (2012), http:\/\/hadoop.apache.org\/docs\/r1.1.1\/gridmix.html"},{"key":"75_CR17","unstructured":"Jia, Y., Shao, Z.: A Benchmark for Hive, PIG and Hadoop (2012), http:\/\/issues.apache.org\/jira\/browse\/HIVE-396"},{"key":"75_CR18","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1145\/1559845.1559865","volume-title":"SIGMOD","author":"A. Pavlo","year":"2009","unstructured":"Pavlo, A., Paulson, E., Rasin, A., Abadi, D.J., DeWitt, D.J., Madden, S., Stonebraker, M.: A comparison of approaches to large-scale data analysis. In: SIGMOD, pp. 165\u2013178. ACM Press, Rhode Island (2009)"},{"key":"75_CR19","unstructured":"DFSIO program. DFSIO of Hadoop source distribution (2012), src\/test\/org\/apache\/hadoop\/fs\/TestDFSIO"},{"issue":"4","key":"75_CR20","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1007\/s11704-012-2118-7","volume":"6","author":"C.J. Luo","year":"2012","unstructured":"Luo, C.J., Zhan, J.F., Jia, Z., Wang, L., Lu, G., Zhang, L.X., Xu, C.Z., Sun, N.H.: CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications. Frontier of Computer Science\u00a06(4), 347\u2013362 (2012)","journal-title":"Frontier of Computer Science"},{"key":"75_CR21","unstructured":"UCSD Center for Large Scale Data Systems Research: Big Data Benchmarking Workshops (2013), http:\/\/clds.ucsd.edu\/bdbc\/workshops"},{"key":"75_CR22","doi-asserted-by":"crossref","unstructured":"Ghazal, A., Rabl, T., Hu, M., Raab, F., Poess, M., Crolotte, A., Jacobsen, H.A.: BigBench: Towards an Industry Standard Benchmark for Big Data Analytics. In: SIGMOD. ACM Press, New York (2013)","DOI":"10.1145\/2463676.2463712"},{"key":"75_CR23","unstructured":"Graph 500: Graph 500 Benchmark 1 (2013), http:\/\/www.graph500.org\/specifications"},{"key":"75_CR24","unstructured":"King, R.: Facebook releasing new Social Graph database benchmark: LinkBench (2013), http:\/\/www.zdnet.com\/facebook-releasing-new-social-graph-database-benchmark-linkbench-7000013356\/"},{"key":"75_CR25","unstructured":"Ferguson, M.: Architecting a Big Data Platform for Analytics. A Whitepaper Prepared for IBM (2012)"}],"container-title":["Lecture Notes in Computer Science","Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2013"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-41278-3_75","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,6]],"date-time":"2020-08-06T01:58:15Z","timestamp":1596679095000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-41278-3_75"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642412776","9783642412783"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-41278-3_75","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}