Cloud-Hosted Intelligence for Real-time IoT Applications-Reference-Cited by-同舟云学术

Cloud-Hosted Intelligence for Real-time IoT Applications

Published:2019-07-25 Issue:1 Volume:53 Page:7-13
ISSN:0163-5980
Container-title:ACM SIGOPS Operating Systems Review
language:en
Short-container-title:SIGOPS Oper. Syst. Rev.

Author:

Birman Ken¹,Hariharan Bharath¹,De Sa Christopher¹

Affiliation:

1. Cornell University, Ithaca, NY, USA

Abstract

Deploying machine learning into IoT cloud settings will require an evolution of the cloud infrastructure. In this white paper, we justify this assertion and identify new capabilities needed for real-time intelligent systems. We also outline our initial efforts to create a new edge architecture more suitable for ML. Although the work is still underway, several components exist, and we review them. We then point to open technical problems that will need to be solved as we progress further in this direction.

Publisher

Association for Computing Machinery (ACM)

Link

https://dl.acm.org/doi/pdf/10.1145/3352020.3352023

Reference23 articles.

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3. Recognition in Terra Incognita

4. Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning

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