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Abstract: Heterogeneous multicore systems, such as ARM's big.LITTLE architecture requires efficient task scheduling to balance deadline misses, energy consumption, and throughput. Traditional methods ...

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Abstract: For dynamic task scheduling problems in cloud computing environments, we propose a deep reinforcement learning algorithm based on graph neural networks (GNN-PPO) that enables real-time ...

Efficient task scheduling is paramount in the Linux kernel, where the Completely Fair Scheduler (CFS) meticulously manages CPU resources to balance high utilization with interactive responsiveness.

First-Come First-Serve (FCFS), Shortest Job First (SJF), both preemptive and non-preemptive, Round-robin (RR), Priority Scheduling: both preemptive and non-preemptive, Multi-queue Scheduling (to be ...