AntMan: Dynamic Scaling on GPU Clusters for Deep Learning.
Wencong Xiao, Shiru Ren, Yong Li, Yang Zhang, Pengyang Hou, Zhi Li, Yihui Feng, Wei Lin, Yangqing Jia
2020Operating Systems Design and Implementation34 citations
Topics & Concepts
Computer scienceScalingGPU clusterParallel computingDeep learningComputational scienceGeneral-purpose computing on graphics processing unitsDynamic scalingArtificial intelligenceCUDAComputer graphics (images)GraphicsMathematicsGeometryAdvanced Neural Network ApplicationsHuman Pose and Action RecognitionAdvanced Image and Video Retrieval Techniques