作者
Mohammed Bakr Sikal, Heba Khdr, Martin Rapp, Jörg Henkel
发表日期
2023/7/9
研讨会论文
2023 60th ACM/IEEE Design Automation Conference (DAC)
页码范围
1-6
出版商
IEEE
简介
We present the first technique that mitigates cache contention under thermal constraints in clustered manycores. We show by means of extensive experiments that significant performance gains in this scenario can be achieved. The background is that concurrently-running applications on manycore clusters compete for the shared cache, slowing down their execution. In addition, heavy parallel computations on physically-close cores increase temperatures to non-sustainable levels, which in turn triggers a throttle down of voltage/frequency levels and hence performance is compromised. These problems are not unknown, but as our analysis shows, tackling them independently is sub-optimal. We introduce the first task migration technique that jointly mitigates cache contention while enforcing the thermal constraint at the same time. It works in conjunction with cluster-level dynamic voltage and frequency scaling. Our …
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MB Sikal, H Khdr, M Rapp, J Henkel - 2023 60th ACM/IEEE Design Automation Conference …, 2023