Task-FIFO Co-Scheduling of Streaming Applications on MPSoCs with Predictable Memory Hierarchy
Qi Tang, Twan Basten, Marc C. W. Geilen, Sander Stuijk, Jibo Wei · ACM Transactions on Embedded Computing Systems · 2017
This article studies the scheduling of real-time streaming applications on multiprocessor systems-on-chips with predictable memory hierarchy. An iteration-based task-FIFO co-scheduling framework is proposed for this problem. We obtain FIFO size distributions using Pareto space searching, based on which the task-to-processor mapping is obtained with the potential FIFO allocation being taken into account; then, the FIFO-to-memory allocation is optimized to minimize the total memory access cost; finally, a self-timed throughput analysis method that considers memory and direct memory access controller contention is utilized to analyze the throughput. Our methods are validated by a set of synthesized and practical applications on different platforms.