{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T16:51:07Z","timestamp":1778950267440,"version":"3.51.4"},"reference-count":29,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2941183","type":"journal-article","created":{"date-parts":[[2019,9,12]],"date-time":"2019-09-12T19:58:36Z","timestamp":1568318316000},"page":"131944-131961","source":"Crossref","is-referenced-by-count":12,"title":["Raising the Parallel Abstraction Level for Streaming Analytics Applications"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6263-7723","authenticated-orcid":false,"given":"Gabriele","family":"Mencagli","sequence":"first","affiliation":[{"name":"Department of Computer Science, University of Pisa, Pisa, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Massimo","family":"Torquati","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Pisa, Pisa, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4690-3964","authenticated-orcid":false,"given":"Dalvan","family":"Griebler","sequence":"additional","affiliation":[{"name":"School of Technology, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Danelutto","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Pisa, Pisa, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luiz Gustavo L.","family":"Fernandes","sequence":"additional","affiliation":[{"name":"School of Technology, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139058940"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.14778\/3303753.3303758"},{"key":"ref12","author":"nabi","year":"2016","journal-title":"Pro Spark Streaming The Zen of Real-Time Analytics Using Apache Spark"},{"key":"ref13","author":"mccool","year":"2012","journal-title":"Structured Parallel Programming Patterns for Efficient Computation"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-4398-5"},{"key":"ref15","author":"campbell","year":"2011","journal-title":"A Parallel Programming with Microsoft Visual C++ Design Patterns for Decomposition and Coordination on Multicore Architectures"},{"key":"ref16","author":"wyatt","year":"2013","journal-title":"Akka Concurrency"},{"key":"ref17","first-page":"105","volume":"45","author":"charousset","year":"2016","journal-title":"Comput Lang Syst Struct"},{"key":"ref18","article-title":"Harnessing parallelism in multi\/many-cores with streams and parallel patterns","author":"torquati","year":"2019"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32820-6_65"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.05.030"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3297858.3304031"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.4175"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2882906"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2017.10.021"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/s18113732"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10766-016-0413-x"},{"key":"ref8","author":"mattson","year":"2004","journal-title":"Patterns for Parallel Programming"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/9781119332015.ch13"},{"key":"ref2","author":"friedman","year":"2016","journal-title":"Introduction to ApacheFlink Stream Processing for Real Time and Beyond"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/spe.2194"},{"key":"ref1","author":"jain","year":"2017","journal-title":"Mastering Apache Storm Real-Time Big Data Streaming Using Kafka Hbase and Redis"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1058150.1058158"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2001.914855"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2528412"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2017.119"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2013.05.005"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1142\/S0129626417400059"},{"key":"ref25","year":"2016","journal-title":"Extending the Yahoo! Streaming Benchmark"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08834783.pdf?arnumber=8834783","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T20:01:15Z","timestamp":1662667275000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8834783\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2941183","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}