Mosharaf Chowdhury
@mosharaf
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SymbioticLab (https://t.co/kBcOHILGw6)
Ann Arbor, MI
Joined April 2008
Which modern LLM is the most energy efficient? ⚡️ Today, we're excited to release the first version of the ML ENERGY leaderboard, providing benchmarks of modern LLMs in terms of energy, model quality, and more! 🎉 https://t.co/WVbSAqc04a
ml.energy
An Energy Leaderboard for LLMs
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The initial version was developed together with @JIACHENLIU8, Zhiyu Wu, and @mosharaf, part of @SymbioticLabUM / @UMichCSE. Also, we would like to thank @huggingface, @lmsysorg, @AiEleuther, and @Gradio for their awesome open source efforts. 🥰
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Fantastic work by @jaewon_chung_cs et al. to understand and reduce the energy consumption of AI.
Care about Deep Learning energy consumption? Zeus is a practical energy optimization framework for DNN training. Already pulled 100k+ times on Docker Hub! https://t.co/VC07eA9I41
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@mosharaf My pleasure - it seems such an obviously good idea! Very nice piece of work, congrats.
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Thanks! We have many plans to extend it in coming months in terms of supporting different OS kernels, HA w/o performance drops, w/o RDMA etc
Nice to see this work on GH https://t.co/g0pwvBoabo HT @mosharaf
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Infiniswap is on github now! Let us know what you think!!!
github.com
Infiniswap enables unmodified applications to efficiently use disaggregated memory. - SymbioticLab/Infiniswap
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Why page to disk (slow!) when you could page to remote memory in the cluster using RDMA? https://t.co/2sfE7ERxuZ
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"Efficient memory disaggregation with Infiniswap" Gu et al., NSDI'17 https://t.co/2sfE7ERxuZ
#themorningpaper
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Congratulations to @vyas_sekar (@CSDatCMU @cylab) for winning the SIGCOMM Rising Star Award 2016 https://t.co/5v5F402gIJ
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The winner of the 2015 Doctoral Dissertation Award is Mosharaf Chowdhury.
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Learn about the Berkeley Data Analytics Stack in AMP Camp 6 this week! Attend in-person or watch the live stream:
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Join AMPCamp 6 on Nov 19-20 to learn Spark and the Berkeley Data Analytics Stack, at UC Berkeley or via live stream
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Applying to grad school in networks? @mosharaf is looking for students!
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Mesos making news and vying for "Unicorn" status - http://t.co/bXYPKRE9c0
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Teaching or doing research with Spark? @databricks just launched a free academic program:
databricks.com
Free trial of Databricks for data engineering and ML/AI workloads. See why the most innovative businesses run Databricks. Try Databricks for 14 days.
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We are hiring! Join our team from UC Berkeley, Google, CMU, VMWare, Stanford etc. to create the future of storage! http://t.co/SxR9NhbAtD
alluxio.io
Alluxio is a high-performance distributed caching layer built for large-scale AI workloads. Alluxio maximizes I/O throughput and minimizes I/O latency for model training, model deployment, inference...
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