Name
Abstract | ||
|---|---|---|
The performance of many accelerator architectures depends on the communication with external memory. During execution, new I/O data is continuously fetched forth and back to memory. This data exchange is very often performance-critical and a careful orchestration thus vital. To satisfy the I/O demand for accelerators of loop nests, it was shown that the individual reads and writes can be merged into larger blocks, which are subsequently transferred by a single DMA transfer. Furthermore, the order in which such DMA transfers must be issued, was shown to be reducible to a real-time task scheduling problem to be solved at run time. Rather than just concepts, we investigate in this paper efficient algorithms, data structures and their implementation in hardware of such a programmable Loop I/O Controller architecture called LION that only needs to be synthesized once for each processor array size and I/O buffer configuration, thus supporting a large class of processor arrays. Based on a proposed heap-based priority queue, LION is able to issue every 6 cycles a new DMA request to a memory bus. Even on a simple FPGA prototype running at just 200 MHz, this allows for more than 33 million DMA requests to be issued per second. Since the execution time of a typical DMA request is in general at least one order of magnitude longer, we can conclude that this rate is sufficient to fully utilize a given memory interface. Finally, we present implementations on FPGA and also 22nm FDX ASIC showing that the overall overhead of a LION typically amounts to less than 5% of an overall processor array design. |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1145/3487212.3487349 | 2021 19th ACM-IEEE International Conference on Formal Methods and Models for System Design (MEMOCODE) |
Keywords | DocType | ISBN |
Massively Parallel Processor Arrays,TCPA,I/O Scheduling,Data Transfers,Priority QueueZ | Conference | 978-1-6654-1449-4 |
Citations | PageRank | References |
0 | 0.34 | 25 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Dominik Walter | 1 | 0 | 0.34 |
| Juergen Teich | 2 | 90 | 18.01 |