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Fantastic work by Jae-Won Chung et al. to understand and reduce the energy consumption of AI.

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! 🎉 ml.energy/leaderboard

The initial version was developed together with AmberLiu, Zhiyu Wu, and Mosharaf Chowdhury, part of Symbiotic Lab / Computer Science and Engineering at Michigan. Also, we would like to thank Hugging Face, LMSYS Org, EleutherAI, and Gradio for their awesome open source efforts. 🥰

Congrats! Jennifer Rexford Mike Freedman

Thanks Adriana Porter Felt

Be well-balanced x.com/Frankmcsherry/…

Teaching or doing research with Spark? Databricks just launched a free academic program: databricks.com/blog/2015/08/1…

Mesos making news and vying for "Unicorn" status - amplab.cs.berkeley.edu/news/mesos-mak…

Applying to grad school in networks? Mosharaf Chowdhury is looking for students! mosharaf.com/blog/2015/10/2…

Join AMPCamp 6 on Nov 19-20 to learn Spark and the Berkeley Data Analytics Stack, at UC Berkeley or via live stream ampcamp.berkeley.edu/6

Learn about the Berkeley Data Analytics Stack in AMP Camp 6 this week! Attend in-person or watch the live stream: dbricks.co/1MkiG5h

The winner of the 2015 Doctoral Dissertation Award is Mosharaf Chowdhury. sigcomm.org/awards/dissert…

Congratulations to vyas sekar (CMU Computer Science Department CyLab) for winning the SIGCOMM Rising Star Award 2016 sigcomm.org/awards/sigcomm…

"Efficient memory disaggregation with Infiniswap" Gu et al., NSDI'17 blog.acolyer.org/2017/05/05/eff… #themorningpaper

Why page to disk (slow!) when you could page to remote memory in the cluster using RDMA? blog.acolyer.org/2017/05/05/eff…

Mosharaf Chowdhury My pleasure - it seems such an obviously good idea! Very nice piece of work, congrats.

Infiniswap is on github now! Let us know what you think!!! github.com/Infiniswap/inf…

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 x.com/eoinbrazil/sta…