DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource Scheduling

In this paper, we present a novel scheduling solution for a class of System-on-Chip (SoC) systems where heterogeneous chip resources (DSP, FPGA, GPU, etc.) must be efficiently scheduled for continuously arriving hierarchical jobs with their tasks represented by a directed acyclic graph. Traditionall...

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Bibliographic Details
Main Authors: Tegg Taekyong Sung, Jeongsoo Ha, Jeewoo Kim, Alex Yahja, Chae-Bong Sohn, Bo Ryu
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/9/6/936