{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,29]],"date-time":"2026-09-29T17:25:21Z","timestamp":1790702721399,"version":"4.1.0"},"reference-count":23,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100003593","name":"CNPq","doi-asserted-by":"publisher","award":["306747\/2018.9,433183\/2018-7,465446\/2014-0"],"award-info":[{"award-number":["306747\/2018.9,433183\/2018-7,465446\/2014-0"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"FAPESP","doi-asserted-by":"publisher","award":["2015\/24144-7,2018\/12579-7,2014\/50937-1,2015\/24485-9"],"award-info":[{"award-number":["2015\/24144-7,2018\/12579-7,2014\/50937-1,2015\/24485-9"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002322","name":"CAPES","doi-asserted-by":"publisher","award":["001"],"award-info":[{"award-number":["001"]}],"id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"U.S. NSF","doi-asserted-by":"publisher","award":["1800088,1719342,1345232"],"award-info":[{"award-number":["1800088,1719342,1345232"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100005714","name":"EPSCoR","doi-asserted-by":"publisher","award":["OIA-1757207"],"award-info":[{"award-number":["OIA-1757207"]}],"id":[{"id":"10.13039\/100005714","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100002418","name":"Intel","doi-asserted-by":"publisher","award":["34627535"],"award-info":[{"award-number":["34627535"]}],"id":[{"id":"10.13039\/100002418","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things M."],"published-print":{"date-parts":[[2021,6]]},"DOI":"10.1109\/iotm.0022.2000002","type":"journal-article","created":{"date-parts":[[2020,12,30]],"date-time":"2020-12-30T20:37:36Z","timestamp":1609360656000},"page":"46-50","source":"Crossref","is-referenced-by-count":2,"title":["Challenges and Opportunities for Data Science and Machine Learning in IoT Systems \u2013 A Timely Debate: Part 2"],"prefix":"10.1109","volume":"4","author":[{"given":"Sumi","family":"Helal","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Flavia C.","family":"Delicato","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cintia B.","family":"Margi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Satyajayant","family":"Misra","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Markus","family":"Endler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2015.2411227"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0183-6"},{"key":"ref12","first-page":"496","article-title":"Modeling SOA-based IoT Applications with soamI4IoT","author":"costa","year":"0","journal-title":"2019 IEEE 5th World Forum on Internet of Things (WF-IoT)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3019612.3019800"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SEAA.2016.19"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.06.084"},{"key":"ref16","year":"2018","journal-title":"ARM Mbed Operating System Architecture"},{"key":"ref17","first-page":"6","article-title":"Energy Savings in Very Large Cloud-IoT Systems","volume":"5","author":"xu","year":"2019","journal-title":"Open Journal of Internet of Things (OJIOT)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SOCA.2014.58"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/2046735"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/DCOSS.2017.14"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICFEC.2017.18"},{"key":"ref6","author":"gualtieri","year":"2016","journal-title":"The Forrester Wave Big Data Streaming Analytics Q1 2016 Streaming Analytics Are Critical to Building Contextual Insights for Internet-of-Things Mobile Web and Enterprise Applications"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-05408-2_16"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/DCOSS.2017.14"},{"key":"ref7","article-title":"CPS Data Streams Analytics Based on Machine Learning for Cloud and Fog Computing: A Survey","volume":"90","author":"fei","year":"2018","journal-title":"Future Generation Computer Systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOMW.2015.7134005"},{"key":"ref1","first-page":"7","article-title":"Past, Present and Future of the ContextNet IoMT Middleware","volume":"4","author":"endler","year":"2018","journal-title":"OJIOT"},{"key":"ref9","author":"akkaya","year":"2016","journal-title":"Data-driven cyber-physical systems via real-time stream analytics and machine learning"},{"key":"ref20","first-page":"1","article-title":"Black Box Attack on Machine Learning Assisted Wide Area Monitoring and Protection Systems","author":"biswal","year":"0","journal-title":"IEEE North America Conf Intelligent Smart Grid Technologies (ISGT)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00345"},{"key":"ref21","article-title":"Market Design for IoT Data and Services, the Emergent 21st Century Commodities","author":"pitta","year":"2018","journal-title":"IEEE Symp Computers and Communications"},{"key":"ref23","volume":"abs 1909 3026","author":"traub","year":"2019","journal-title":"Agora Towards an Open Ecosystem for Democratizing Data Science Artificial Intelligence"}],"container-title":["IEEE Internet of Things Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8548628\/9492904\/09311395.pdf?arnumber=9311395","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:26:17Z","timestamp":1642004777000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9311395\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6]]},"references-count":23,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/iotm.0022.2000002","relation":{},"ISSN":["2576-3180","2576-3199"],"issn-type":[{"value":"2576-3180","type":"print"},{"value":"2576-3199","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,6]]}}}