Deep learning, and machine learning in general, is taking over the world. It is, however, quite expensive to tune, train, and serve deep learning models. Naturally, improving the efficiency and performance of deep learning workflows has received significant attention (Salus, Tiresias, and Fluid to … Continue Reading ››
Tag Archives: Carbon-Aware Systems
Treehouse White Paper Released
We started the Treehouse project at the beginning of last summer with a mini workshop. It took a while to distill our core ideas, but we finally have a white paper that attempts to provide answers to some frequently asked questions: why now? what does it mean for cloud … Continue Reading ››
Treehouse Funded. Thanks NSF and VMware!
Treehouse, our proposal on energy-first software infrastructure designs for sustainable cloud computing has recently won a three million dollar joint funding from NSF and VMware! Here is a link to the VMware press release. SymbioticLab now has a chance to collaborate with a stellar team consisting of Tom Anderson, … Continue Reading ››