{"id":18,"date":"2022-01-10T13:20:34","date_gmt":"2022-01-10T13:20:34","guid":{"rendered":"http:\/\/vargas-solar.com\/cloud-bigdata\/?page_id=18"},"modified":"2024-04-26T14:21:53","modified_gmt":"2024-04-26T14:21:53","slug":"bibliography","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/cloud-bigdata\/bibliography\/","title":{"rendered":"BIBLIOGRAPHY"},"content":{"rendered":"\n<p><strong>Big Data Management &amp; Processing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Chaudhuri, \u201c<a href=\"https:\/\/drive.google.com\/file\/d\/1KvjF2Zq2KRYR_tCZ3GmS8jP6hM5nnxEg\/view?usp=sharinghttps:\/\/drive.google.com\/file\/d\/1KvjF2Zq2KRYR_tCZ3GmS8jP6hM5nnxEg\/view?usp=sharing\" target=\"_blank\" rel=\"noreferrer noopener\">What next?: a half-dozen data management research goals for big data and the cloud<\/a>,\u201d in\u00a0<em>Proc. of the 31st PODS Symposium on Principles of Database Systems\u00a0<\/em><\/li>\n\n\n\n<li>Michael and K. Miller, \u201c<a href=\"https:\/\/drive.google.com\/file\/d\/1Q8OCCYUE05M-YewLNF-JLpgHc5GGUNIM\/view?usp=sharing\" target=\"_blank\" rel=\"noreferrer noopener\">Big Data: New opportunities and new challenges<\/a>,\u201d\u00a0<em>Computer (Long.\u00a0Beach. Calif).<\/em>, vol. 46, no. 6, 2013.<\/li>\n\n\n\n<li>R. Borkar, M. J. Carey, and C. Li, \u201cBig data platforms: What\u2019s next?,\u201d\u00a0<em>XRDS Crossroads, ACM Mag. Students<\/em>, vol. 19, no. 1, Sep. 2012.<\/li>\n\n\n\n<li>Stonebraker, S. Madden, D. J. Abadi, S. Harizopoulos, N. Hachem, and P. Helland, \u201c<a href=\"https:\/\/drive.google.com\/file\/d\/1XUQPHHfxTpTJTKCLt31nnyXuBiiKADAt\/view?usp=sharing\" target=\"_blank\" rel=\"noreferrer noopener\">The end of an architectural era: (it\u2019s time for a complete rewrite),\u201d <\/a>in\u00a0<em>Proc. of the 33rd VLDB Int.\u00a0Conference on Very Large Data Bases (VLDB \u201907)<\/em>, 2007.<\/li>\n\n\n\n<li>Vargas-Solar, G., Zechinelli-Martini, J.L. &amp; Espinosa-Oviedo, J.A. <a href=\"https:\/\/drive.google.com\/file\/d\/15uYLHGLRIU03xAlxtjpStLEdL9IH0qIR\/view?usp=sharing\" target=\"_blank\" rel=\"noreferrer noopener\">Big Data Management: What to Keep from the Past to Face Future Challenges?<\/a>.\u00a0<em>Data Sci. Eng.<\/em><strong>2,\u00a0<\/strong>328\u2013345 (2017). https:\/\/doi.org\/10.1007\/s41019-017-0043-3<\/li>\n\n\n\n<li>Langford, \u201cParallel machine learning on big data,\u201d\u00a0<em>XRDS Crossroads, ACM Mag. Students<\/em>, vol. 19, no. 1, Sep. 2012.<\/li>\n\n\n\n<li>Hoffmann, \u201c<a href=\"https:\/\/drive.google.com\/file\/d\/1BmBTzjWHdhiaq0q8sxqQK_3QvIVNL-Ty\/view?usp=share_link\" target=\"_blank\" rel=\"noreferrer noopener\">Looking back at big data<\/a>,\u201d\u00a0<em>Commun. ACM<\/em>, vol. 56, no. 4, Apr. 2013.<\/li>\n\n\n\n<li>S. Vitter, \u201cExternal memory algorithms and structures: dealing with Massive Data,\u201d\u00a0<em>ACM Comput.\u00a0Surv.<\/em>, vol. 33, no. 2, 2001.<\/li>\n\n\n\n<li>Apps and R. Scale,\u00a0<em>Big Data Sourcebook<\/em>.\u00a02014.<\/li>\n<\/ul>\n\n\n\n<p><strong>Data Storages: Distributed file systems and No\/New SQL<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cattell, \u201c<a href=\"https:\/\/drive.google.com\/file\/d\/1jBM9SEwBJWqR8CiX4Xga0lBKsn7GUAR4\/view?usp=share_link\" target=\"_blank\" rel=\"noreferrer noopener\">Scalable SQL and NoSQL data stores<\/a>,\u201d\u00a0<em>SIGMOD Rec.<\/em>, vol. 39, no. 4, May 2011.<\/li>\n\n\n\n<li>J. Sadalage and M. Fowler,\u00a0<em>NoSQL Distilled: A Brief Guide to the Emerging World of Polyglot<\/em>.\u00a02012.<\/li>\n\n\n\n<li>Davoudian, A., Chen, L. and Liu, M., 2018. <a href=\"https:\/\/drive.google.com\/file\/d\/1qZqTGRzSdtVDLBB_QbJICtb_cKoo3f0z\/view?usp=share_link\" target=\"_blank\" rel=\"noreferrer noopener\">A survey on NoSQL stores<\/a>.\u00a0<em>ACM Computing Surveys (CSUR)<\/em>,\u00a0<em>51<\/em>(2), pp.1-43.<\/li>\n\n\n\n<li>Stonebraker, M., 2010.<a href=\"https:\/\/drive.google.com\/file\/d\/1Rqm7X-M7FnYZ1nrMvCKDYkPv5q3GJ8Xy\/view?usp=share_link\" target=\"_blank\" rel=\"noreferrer noopener\"> SQL databases v. NoSQL databases<\/a>. Communications of the ACM, 53(4), pp.10-11. <\/li>\n\n\n\n<li>Ghemawat, H. Gobioff, and S.-T. Leung, \u201cThe Google file system,\u201d in\u00a0<em>Proc. of the 19th ACM SOSP Symposium on Operating Systems Principles (SOSP\u201903)<\/em>, 2003, vol. 37, no. 5.<\/li>\n\n\n\n<li>Cafarella, A. Halevy, W. Hsieh, S. Muthukrishnan, R. Bayardo, O. Benjelloun, V. Ganapathy, Y. Matias, R. Pike, and R. Srikant, \u201cData Management Projects at Google,\u201d\u00a0<em>SIGMOD Rec.<\/em>, vol. 37, no. 1, 2008.<\/li>\n\n\n\n<li>Dean and S. Ghemawat, \u201cMapReduce: simplified data processing on large clusters,\u201d\u00a0<em>Commun. ACM<\/em>, vol. 51, no. 1, Jan. 2008.<\/li>\n\n\n\n<li>Borthakur, \u201cHDFS Architecture Guide,\u201d\u00a0<em>Apache Rep.<\/em>, pp. 1\u201313, 2010.<\/li>\n\n\n\n<li>Adiba, M., J. C. Castrej\u00f3n, J. A. Espinosa-Oviedo, G. Vargas-Solar, and J. L. Zechinelli-Martini.\u00a0&#8220;Big data management: challenges, approaches, tools and their limitations.&#8221; In\u00a0<em>Networking for big data<\/em>, pp. 43-55.\u00a0CRC Press, 2015.s<\/li>\n<\/ul>\n\n\n\n<p><strong>Parallel Data Processing Models &amp; Environments<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Dittrich and J.-A. Quian\u00e9-Ruiz, \u201cEfficient big data processing in Hadoop MapReduce,\u201d\u00a0<em>Proc. VLDB Endow.<\/em>, vol. 5, no. 12, Aug. 2012.<\/li>\n\n\n\n<li>Li, B. C. Ooi, M. T. \u00d6zsu, and S. Wu, \u201cDistributed data management using MapReduce,\u201d\u00a0<em>ACM Comput.\u00a0<\/em><em>Surv.<\/em>, vol. 46, no. 3, Feb. 2014.<\/li>\n\n\n\n<li>Okcan and M. Riedewald, \u201cProcessing theta-joins using MapReduce,\u201d in\u00a0<em>of the 2011 ACM SIGMOD Int.\u00a0<\/em><em>Conference on Management of Data (SIGMOD \u201911)<\/em>, 2011.<\/li>\n\n\n\n<li>D. Ullman, \u201cDesigning good MapReduce algorithms,\u201d\u00a0<em>XRDS Crossroads, ACM Mag.\u00a0<\/em><em>Students<\/em>, vol. 19, no. 1, Sep. 2012.<\/li>\n\n\n\n<li>Chandar, \u201cJoin Algorithms using Map \/ Reduce,\u201d\u00a0<em>Slides<\/em>, 2010.<\/li>\n\n\n\n<li>Thusoo, J. Sen Sarma, N. Jain, Z. Shao, P. Chakka, N. Zhang, S. Antony, H. Liu, and R. Murthy, \u201cHive \u2013 a petabyte scale data warehouse using Hadoop,\u201d in\u00a0<em>of the 26th ICDE Int.\u00a0<\/em><em>Conference on Data Engineering (ICDE\u201910)<\/em>, 2010.<\/li>\n\n\n\n<li>Abadi and D. J. Dewitt, \u201cmapReduce and Parallel DBmss\u202f: friends or foes\u202f?\u201d<\/li>\n\n\n\n<li>Ren, Y. Kwon, M. Balazinska, and B. Howe, \u201cHadoop\u2019s adolescence: an analysis of Hadoop usage in scientific workloads,\u201d\u00a0<em>Proc. VLDB Endow.<\/em>, vol. 6,<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Devops and Virtualisation<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Leite L, Rocha C, Kon F, Milojicic D, Meirelles P. A survey of DevOps concepts and challenges. ACM Computing Surveys (CSUR). 2019 Nov 14;52(6):1-35. [<a href=\"https:\/\/drive.google.com\/file\/d\/1i1oqeyV6Hvss0gLpZb3hEgtBRWhqDMLH\/view?usp=sharing\"><strong>PDF <\/strong><\/a>]<\/li>\n\n\n\n<li>Kreuzberger D, K\u00fchl N, Hirschl S. Machine learning operations (mlops): Overview, definition, and architecture. IEEE access. 2023 Mar 27 [<strong><a href=\"https:\/\/drive.google.com\/file\/d\/1i27MrWXWTpLsIEanxCU7Phu6ZXwdYD0r\/view?usp=sharing\">PDF<\/a><\/strong>]<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Big Data Management &amp; Processing Data Storages: Distributed file systems and No\/New SQL Parallel Data Processing Models &amp; Environments Devops and Virtualisation<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-18","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/cloud-bigdata\/wp-json\/wp\/v2\/pages\/18","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/cloud-bigdata\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/cloud-bigdata\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/cloud-bigdata\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/cloud-bigdata\/wp-json\/wp\/v2\/comments?post=18"}],"version-history":[{"count":14,"href":"http:\/\/vargas-solar.com\/cloud-bigdata\/wp-json\/wp\/v2\/pages\/18\/revisions"}],"predecessor-version":[{"id":252,"href":"http:\/\/vargas-solar.com\/cloud-bigdata\/wp-json\/wp\/v2\/pages\/18\/revisions\/252"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/cloud-bigdata\/wp-json\/wp\/v2\/media?parent=18"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}