Five Challenges in Cloud-Enabled Intelligence and Control
(2020) In ACM Transactions on Internet Technology 20(1).- Abstract
- 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.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/7ad724ad-6a2c-4736-8b05-07e57cadb1bc
- author
- Abdelzaher, Tarek ; Hao, Yifan ; Jayarajah, Kasthuri ; Misra, Archan ; Skarin, Per LU ; Yao, Shuochao ; Weerakoon, Dulanga and Årzén, Karl-Erik LU
- organization
- publishing date
- 2020-02
- type
- Contribution to journal
- publication status
- published
- subject
- in
- ACM Transactions on Internet Technology
- volume
- 20
- issue
- 1
- article number
- 3
- publisher
- Association for Computing Machinery (ACM)
- external identifiers
-
- scopus:85081544929
- ISSN
- 1533-5399
- DOI
- 10.1145/3366021
- project
- Control over the Cloud - Offloading, Elastic Computing, and Predictive Control
- Mission-Critical Control over the Cloud
- WASP: Autonomous Cloud
- Nordic University Hub on Internet of Things
- language
- English
- LU publication?
- yes
- id
- 7ad724ad-6a2c-4736-8b05-07e57cadb1bc
- date added to LUP
- 2019-11-12 13:44:14
- date last changed
- 2022-05-11 22:39:04
@article{7ad724ad-6a2c-4736-8b05-07e57cadb1bc, abstract = {{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.}}, author = {{Abdelzaher, Tarek and Hao, Yifan and Jayarajah, Kasthuri and Misra, Archan and Skarin, Per and Yao, Shuochao and Weerakoon, Dulanga and Årzén, Karl-Erik}}, issn = {{1533-5399}}, language = {{eng}}, number = {{1}}, publisher = {{Association for Computing Machinery (ACM)}}, series = {{ACM Transactions on Internet Technology}}, title = {{Five Challenges in Cloud-Enabled Intelligence and Control}}, url = {{http://dx.doi.org/10.1145/3366021}}, doi = {{10.1145/3366021}}, volume = {{20}}, year = {{2020}}, }