{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:15:04Z","timestamp":1742912104556,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":13,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811528095"},{"type":"electronic","value":"9789811528101"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-981-15-2810-1_33","type":"book-chapter","created":{"date-parts":[[2020,2,1]],"date-time":"2020-02-01T18:03:11Z","timestamp":1580580191000},"page":"340-349","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Performance Comparison of Clustering Algorithms for Big Data on DataMPI"],"prefix":"10.1007","author":[{"given":"Mo","family":"Hai","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,2,2]]},"reference":[{"key":"33_CR1","unstructured":"Gantz, J., Reinsel, D.: The digital universe decade-are you ready? (2010). \nhttp:\/\/idcdocserv.com\/expired.asp?925"},{"key":"33_CR2","unstructured":"Gantz, J., Reinsel, D., Chite, C., et al.: The expanding digital universe (2007). \nhttp:\/\/www.emc.com\/collateral\/analyst-reports\/expanding-digital-idc-white-paper.pdf"},{"key":"33_CR3","unstructured":"Manyika, J., Chui, M., Brown, B., et al.: Big data: the next frontier for innovation, competition, and productivity. Technical rep., McKinsey Global Institute (2011)"},{"key":"33_CR4","unstructured":"http:\/\/datampi.org"},{"key":"33_CR5","unstructured":"Xinxin, L.: Research and implementation of hierarchical clustering algorithm based on MPI, Harbin University of Science and Technology (2012)"},{"key":"33_CR6","unstructured":"Ying, W.: Text clustering method analysis of wikipedia. In: Proceedings of the 2009 Graduate Conference on Communication and Information Technology, p. 5 (2009)"},{"key":"33_CR7","unstructured":"Lina, F.: Research on parallel k-means clustering method and its application in resume data, Yunnan University (2010)"},{"key":"33_CR8","unstructured":"Beiyuan, C.: Research and application of multi-level parallel algorithm based on MPI environment, Jilin University (2011)"},{"key":"33_CR9","first-page":"111","volume":"8807","author":"F Liang","year":"2014","unstructured":"Liang, F., Feng, C., Lu, X., et al.: Performance benefits of DataMPI: a case study with BigDataBench. Comput. Sci. 8807, 111\u2013123 (2014)","journal-title":"Comput. Sci."},{"key":"33_CR10","doi-asserted-by":"crossref","unstructured":"Hai, M., Zhang, Y., Li, H.: A performance comparison of big data processing platform based on parallel clustering algorithms. In: Proceedings of ITQM (2018)","DOI":"10.1016\/j.procs.2018.10.228"},{"key":"33_CR11","unstructured":"https:\/\/dumps.wikimedia.org\/other\/pagecounts-all-sites\/2016\/2016-05\/"},{"key":"33_CR12","unstructured":"http:\/\/archive.ics.uci.edu\/ml\/datasets\/Amazon+book+reviews"},{"key":"33_CR13","unstructured":"http:\/\/archive.ics.uci.edu\/ml\/datasets\/NIPS+Conference+Papers+1987-2015"}],"container-title":["Communications in Computer and Information Science","Data Science"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-15-2810-1_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,25]],"date-time":"2020-04-25T10:06:58Z","timestamp":1587809218000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-15-2810-1_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9789811528095","9789811528101"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-981-15-2810-1_33","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"2 February 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Data Service","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ningbo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 May 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 May 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icds2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/vcrab.com.au\/ICDS2019\/home.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Open","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"210","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"64","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"30% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"14","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}