GoKawiil
Tech News
A new paper describes Minions, a distributed system that aggregates spare GPU capacity from macOS devices running Apple Silicon chips to run large-scale machine learning inference workloads. The authors say the system handles task scheduling, fault tolerance, and resource utilization across these devices without requiring teams to buy additional GPU hardware.
A research team mined all 214.5 million structure predictions in Google DeepMind's AlphaFold database to search for undiscovered 7TM (seven-transmembrane) folds resembling G-protein-coupled receptors. Using the rhodopsin structure as a reference and the TM-align algorithm, they identified TM184C as a previously unrecognized GPCR-like protein involved in regulating cell-to-cell exchange and autophagy. The analysis required processing 24 tebibytes of compressed structural data on university supercomputing clusters.