{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,14]],"date-time":"2025-06-14T05:10:08Z","timestamp":1749877808263,"version":"3.41.0"},"reference-count":38,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,11]]},"DOI":"10.1109\/icsai.2016.7811097","type":"proceedings-article","created":{"date-parts":[[2017,1,9]],"date-time":"2017-01-09T21:44:14Z","timestamp":1483998254000},"page":"1002-1007","source":"Crossref","is-referenced-by-count":0,"title":["Comparative studies of sampling for analytics on massive data"],"prefix":"10.1109","author":[{"given":"Xuan","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongsheng","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref38","article-title":"Probability inequalities for the sum in sampling without replacement","volume":"38","author":"sering","year":"1973","journal-title":"Institute of Mathematical Statistics"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2001.914867"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.14778\/2536206.2536213"},{"key":"ref31","doi-asserted-by":"crossref","DOI":"10.1111\/j.2517-6161.1979.tb01068.x","article-title":"Bandit Processes and Dynamic Allocation Indices","author":"gittins","year":"1979","journal-title":"Journal of the Royal Statistical Society Series B (Methodological)"},{"year":"0","key":"ref30"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-29038-1_4"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2168836.2168842"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2465351.2465387"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.spl.2008.01.049"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/304182.304581"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/253260.253291"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344552"},{"key":"ref13","first-page":"31","article-title":"Resampling fewer than n observations: Gains, losses, and remedies for losses","volume":"7","author":"bickel","year":"1997","journal-title":"Statistica Sinica"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-1554-7"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.14778\/2336664.2336675"},{"article-title":"MR-DBSCAN: a scalable MapReduce-based DBSCAN algorithm for heavily skewed","year":"0","author":"yaobin","key":"ref16"},{"article-title":"Fast Approximate Big Data Analytics on Spark","year":"0","author":"jia","key":"ref17"},{"journal-title":"Sampling Design and Analysis","year":"2010","author":"lohr","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1516360.1516408"},{"key":"ref28","article-title":"Mammoth: Gearing Hadoop Towards Memory-Intensive MapReduce Applications","author":"shi","year":"2014","journal-title":"IEEE Transactions on Parallel and Distributed Systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3147.3165"},{"journal-title":"How many bootstraps? Technical report","year":"1985","author":"tibshirani","key":"ref27"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/34.506411"},{"key":"ref6","article-title":"Groupwise Analytics via Adaptive MapReduce","author":"liping","year":"2015","journal-title":"ICDE"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CLUSTER.2015.84"},{"key":"ref5","article-title":"Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing","author":"zaharia","year":"2012","journal-title":"Proc NSDI"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1963.10500830"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1242524.1242526"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.14778\/2733004.2733022"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/872757.872822"},{"key":"ref1","first-page":"261","article-title":"A self-tuning system for big data analytics","author":"herodotou","year":"2011","journal-title":"CIDR"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1066157.1066224"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12050"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-0795-5","article-title":"The jackknife and bootstrap","author":"shao","year":"1995","journal-title":"Springer series in statistics"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2588579"},{"key":"ref23","article-title":"The Big Data Bootstrap","author":"kleiner","year":"2012","journal-title":"ICML"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1145\/945445.945450","article-title":"The google_1e system","author":"ghemawat","year":"2003","journal-title":"SOSP"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1963.10500830"}],"event":{"name":"2016 3rd International Conference on Systems and Informatics (ICSAI)","start":{"date-parts":[[2016,11,19]]},"location":"Shanghai, China","end":{"date-parts":[[2016,11,21]]}},"container-title":["2016 3rd International Conference on Systems and Informatics (ICSAI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7794486\/7810917\/07811097.pdf?arnumber=7811097","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,14]],"date-time":"2025-06-14T04:31:37Z","timestamp":1749875497000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7811097\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,11]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/icsai.2016.7811097","relation":{},"subject":[],"published":{"date-parts":[[2016,11]]}}}