Redefining Edge Computing
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IEEE Computer Society: Career Accelerator

MAY 2025

Edge Computing

As the prevalence and complexity of IoE/IoT systems grows, so does the need for data storage and processing closer to the end user—that's edge computing. Keeping apprised of the latest research and developments in edge computing means staying on the cutting edge in smart home devices, manufacturing automation, healthcare, and more.

1

Redefining Edge Computing

This paper describes how Edge Computing is currently defined in the literature and provide our view of looking at the Edge based on dominant data flows which reduce entropy across locations and ensures overall system health.

2

Resource Virtualization in Edge Computing: A Review

This paper introduces the concept of edge computing and the application status of edge computing.

3

The Necessary Shift: Toward a Sufficient Edge Computing

This article advocates for the need to go beyond energy efficiency and face the resource impact of edge computing.

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Videos

AI’s Role in Driving Automotive Design

Graph Attention Network Reinforcement Learning Based Computation Offloading in Multi-Access Edge Computing


This study provides a Graph Attention Network Reinforcement Learning framework to address the offloading challenge.

Enabling the New Era of
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Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments 


This video evaluates a prototype implementation for the monitoring pipeline on a publicly available streaming dataset and demonstrate its positive impact on resource efficiency in a method comparison.

Conferences

Join Us at the Silicon Valley Cybersecurity Conference 2025, Silicon Valley, California, USA!

We’re excited to invite you to SVCC 2025, taking place 23–25 June 2025! Join us for an engaging program featuring cutting-edge research, hands-on security tutorials, industry presentations, and valuable networking opportunities with both industry leaders (Google, Juniper Networks, Adobe, etc) and academic experts.


We are offering a 20% discount for attendees who register for SVCC 2025 in June. This is your last chance to join the Silicon Valley Cybersecurity Community—secure your spot now and take advantage of the discounted rate!

Learn more | Register here

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Featured Jobs in our Career Center

Full-time Assistant/Associate/ Full Professors in the Department of Computer Science and Information Engineering at Chang Gung University


Open-rank faculty position in Fintech and Computer Science at The Hong Kong University of Science and Technology

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