Five Challenges in Cloud-Enabled Intelligence and Control

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Five Challenges in Cloud-Enabled Intelligence and Control. / Abdelzaher, Tarek; Hao, Yifan; Jayarajah, Kasthuri; Misra, Archan; Yao, Shuochao; Skarin, Per; Weerakoon, Dulanga; Årzén, Karl-Erik.

I: ACM Transactions on Internet Technology, 10.10.2019.

Forskningsoutput: TidskriftsbidragArtikel i vetenskaplig tidskrift

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APA

Abdelzaher, T., Hao, Y., Jayarajah, K., Misra, A., Yao, S., Skarin, P., ... Årzén, K-E. (Accepterad/under tryckning). Five Challenges in Cloud-Enabled Intelligence and Control. ACM Transactions on Internet Technology.

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MLA

Vancouver

Abdelzaher T, Hao Y, Jayarajah K, Misra A, Yao S, Skarin P et al. Five Challenges in Cloud-Enabled Intelligence and Control. ACM Transactions on Internet Technology. 2019 okt 10.

Author

Abdelzaher, Tarek ; Hao, Yifan ; Jayarajah, Kasthuri ; Misra, Archan ; Yao, Shuochao ; Skarin, Per ; Weerakoon, Dulanga ; Årzén, Karl-Erik. / Five Challenges in Cloud-Enabled Intelligence and Control. I: ACM Transactions on Internet Technology. 2019.

RIS

TY - JOUR

T1 - Five Challenges in Cloud-Enabled Intelligence and Control

AU - Abdelzaher, Tarek

AU - Hao, Yifan

AU - Jayarajah, Kasthuri

AU - Misra, Archan

AU - Yao, Shuochao

AU - Skarin, Per

AU - Weerakoon, Dulanga

AU - Årzén, Karl-Erik

PY - 2019/10/10

Y1 - 2019/10/10

N2 - The proliferation of connected embedded devices, or the Internet of Things (IoT), together with recent advances in machine intelligence, will change the profile of future cloud services and introduce a variety of new research problems centered around empowering resource-limited edge devices to exhibit intelligent behavior, both in sensing and control. Cloud services will enable learning from data, performing inference, and executing control, all with assurances on outcomes. The paper 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.

AB - The proliferation of connected embedded devices, or the Internet of Things (IoT), together with recent advances in machine intelligence, will change the profile of future cloud services and introduce a variety of new research problems centered around empowering resource-limited edge devices to exhibit intelligent behavior, both in sensing and control. Cloud services will enable learning from data, performing inference, and executing control, all with assurances on outcomes. The paper 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.

M3 - Article

JO - ACM Transactions on Internet Technology

JF - ACM Transactions on Internet Technology

SN - 1533-5399

ER -