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Sustainable AI: Environmental Implications, Challenges and Opportunities.

, , , , , , , , , , , , , , , , , , , , , , , , и . MLSys, mlsys.org, (2022)

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Acun Papakçı

Necati Acun

Bilge Ergin

Bilge Güleç

Deniz Bilge

 

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MAD Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems., , , , , , , и . CoRR, (2023)Understanding Training Efficiency of Deep Learning Recommendation Models at Scale., , , , , и . HPCA, стр. 802-814. IEEE, (2021)Mitigating Processor Variation through Dynamic Load Balancing., и . IPDPS Workshops, стр. 1073-1076. IEEE Computer Society, (2016)UIUC-PPL/charm: Charm++ version 6.10.2., , , , , , , , , и 68 other автор(ы). (августа 2020)Towards realizing the potential of malleable jobs., , , и . HiPC, стр. 1-10. IEEE Computer Society, (2014)Mitigating variability in HPC systems and applications for performance and power efficiency. University of Illinois Urbana-Champaign, USA, (2017)Power Aware Heterogeneous Node Assembly., , , и . HPCA, стр. 715-727. IEEE, (2019)Scalable molecular dynamics with NAMD on the Summit system., , , , , и . IBM J. Res. Dev., 62 (6): 4:1-4:9 (2018)Thermal aware automated load balancing for HPC applications., , , , и . CLUSTER, стр. 1-8. IEEE Computer Society, (2013)Generative AI Beyond LLMs: System Implications of Multi-Modal Generation., , , , , , , , , и 1 other автор(ы). ISPASS, стр. 257-267. IEEE, (2024)