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Internet Technol."],"published-print":{"date-parts":[[2020,2,29]]},"abstract":"<jats:p>\n            The proliferation of connected embedded devices, or\n            <jats:italic>the Internet of Things<\/jats:italic>\n            (IoT), together with recent advances in machine intelligence, will change the profile of future cloud services and introduce a variety of new research problems, both in cloud applications and infrastructure layers. These problems are centered around empowering individually resource-limited devices to exhibit intelligent behavior, both in sensing and control, thanks to a judicious utilization of cloud resources. Cloud services will enable learning from data, perform inference, and execute control, all with assurances on outcomes. This article discusses such emerging services and outlines five resulting new research directions towards enabling and optimizing intelligent, cloud-assisted sensing and control in the age of the Internet of Things.\n          <\/jats:p>","DOI":"10.1145\/3366021","type":"journal-article","created":{"date-parts":[[2020,2,11]],"date-time":"2020-02-11T06:04:08Z","timestamp":1581401048000},"page":"1-19","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":24,"title":["Five Challenges in Cloud-enabled Intelligence and Control"],"prefix":"10.1145","volume":"20","author":[{"given":"Tarek","family":"Abdelzaher","sequence":"first","affiliation":[{"name":"University of Illinois at Urbana Champaign, Urbana, IL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yifan","family":"Hao","sequence":"additional","affiliation":[{"name":"University of Illinois at Urbana Champaign, Urbana, IL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kasthuri","family":"Jayarajah","sequence":"additional","affiliation":[{"name":"Singapore Management University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Archan","family":"Misra","sequence":"additional","affiliation":[{"name":"Singapore Management University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Per","family":"Skarin","sequence":"additional","affiliation":[{"name":"Lund University, Lund, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuochao","family":"Yao","sequence":"additional","affiliation":[{"name":"University of Illinois at Urbana Champaign, Urbana, IL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dulanga","family":"Weerakoon","sequence":"additional","affiliation":[{"name":"Singapore Management University, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karl-Erik","family":"\u00c5rz\u00e9n","sequence":"additional","affiliation":[{"name":"Lund University, Lund, Sweden"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,2,10]]},"reference":[{"key":"e_1_2_1_1_1","volume-title":"Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS\u201919)","author":"Abdelzaher Tarek","year":"2019","unstructured":"Tarek Abdelzaher , Shuochao Yao , Yifan Hao , Yiran Zhao , Ailing Piao , Huajie Shao , Dongxin Liu , Shengzhong Liu , Shaohan Hu , Dulanga Weerakoon , Kasthuri Jayarajah , and Archan Misra . 2019 . Eugene: Towards deep intelligence as a service . In Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS\u201919) . Tarek Abdelzaher, Shuochao Yao, Yifan Hao, Yiran Zhao, Ailing Piao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Shaohan Hu, Dulanga Weerakoon, Kasthuri Jayarajah, and Archan Misra. 2019. Eugene: Towards deep intelligence as a service. In Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS\u201919)."},{"key":"e_1_2_1_2_1","volume-title":"Proceedings of the 1st International Workshop on Trustworthy and Real-Time Edge Computing for Cyber-Physical Systems.","author":"\u00c5rz\u00e9n Karl-Erik","year":"2018","unstructured":"Karl-Erik \u00c5rz\u00e9n , Per Skarin , William T\u00e4rneberg , and Maria Kihl . 2018 . Control over the edge cloud\u2014An MPC example . In Proceedings of the 1st International Workshop on Trustworthy and Real-Time Edge Computing for Cyber-Physical Systems. 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