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About STOIC: Serverless Teleoperable Hybrid Cloud For Machine Learning Applications On Edge Device
This document summarizes STOIC, a system that extends serverless computing to distribute machine learning applications across edge devices and cloud systems. STOIC schedules application functions to execute on edge resources, public/private clouds, or clouds with specialized hardware like GPUs. The authors evaluate STOIC using real-world machine learning workloads on an edge-cloud testbed and find it reduces application response times by 6.48-32.05% compared to single resource execution.
Detailed Information
| Author: | ['Yishamu Yihunie'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 6 |
| Language: | English |
| Format: | |
| Price: | FREE |
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