SAC: Sharing-Aware Caching in Multi-Chip GPUs

Author:

Zhang Shiqing1ORCID,Naderan-Tahan Mahmood1ORCID,Jahre Magnus2ORCID,Eeckhout Lieven1ORCID

Affiliation:

1. Ghent University, Ghent, Belgium

2. Norwegian University of Science and Technology (NTNU), Trondheim, Norway

Funder

CSC scholarship

Research Council of Norway

UGent-BOF-GOA

European Research Council (ERC)

Publisher

ACM

Reference48 articles.

1. Manoj Alwani , Han Chen , Michael Ferdman , and Peter Milder . 2016 . Fused-Layer CNN Accelerators . In Proceedings of the International Symposium on Microarchitecture (MICRO). IEEE, 1--12 . Manoj Alwani, Han Chen, Michael Ferdman, and Peter Milder. 2016. Fused-Layer CNN Accelerators. In Proceedings of the International Symposium on Microarchitecture (MICRO). IEEE, 1--12.

2. Akhil Arunkumar , Evgeny Bolotin , Benjamin Cho , Ugljesa Milic , Eiman Ebrahimi , Oreste Villa , Aamer Jaleel , Carole-Jean Wu , and David Nellans . 2017 . MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability . In Proceedings of the International Symposium on Computer Architecture (ISCA). IEEE, 320--332 . Akhil Arunkumar, Evgeny Bolotin, Benjamin Cho, Ugljesa Milic, Eiman Ebrahimi, Oreste Villa, Aamer Jaleel, Carole-Jean Wu, and David Nellans. 2017. MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability. In Proceedings of the International Symposium on Computer Architecture (ISCA). IEEE, 320--332.

3. Analyzing CUDA workloads using a detailed GPU simulator

4. Trinayan Baruah , Yifan Sun , Ali Tolga Dinçer , Saiful A Mojumder , José L Abellán , Yash Ukidave , Ajay Joshi , Norman Rubin , John Kim , and David Kaeli . 2020 . Griffin: Hardware-Software Support for Efficient Page Migration in Multi-GPU Systems . In Proceedings of the International Symposium on High Performance Computer Architecture (HPCA). IEEE, 596--609 . Trinayan Baruah, Yifan Sun, Ali Tolga Dinçer, Saiful A Mojumder, José L Abellán, Yash Ukidave, Ajay Joshi, Norman Rubin, John Kim, and David Kaeli. 2020. Griffin: Hardware-Software Support for Efficient Page Migration in Multi-GPU Systems. In Proceedings of the International Symposium on High Performance Computer Architecture (HPCA). IEEE, 596--609.

5. Bradford M Beckmann , Michael R Marty , and David A Wood . 2006 . ASR: Adaptive Selective Replication for CMP Caches . In Proceedings of the International Symposium on Microarchitecture (MICRO). IEEE, 443--454 . Bradford M Beckmann, Michael R Marty, and David A Wood. 2006. ASR: Adaptive Selective Replication for CMP Caches. In Proceedings of the International Symposium on Microarchitecture (MICRO). IEEE, 443--454.

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1. Disintegrating Manycores;Proceedings of the 16th International Workshop on Network on Chip Architectures;2023-10-28

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3. Balancing Performance Against Cost and Sustainability in Multi-Chip-Module GPUs;IEEE Computer Architecture Letters;2023-07

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