17th USENIX Symposium on Operating Systems Design and Implementation
Homepage: https://www.usenix.org/conference/osdi23
Paper List: https://www.usenix.org/conference/osdi23/technical-sessions
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning
Welder: Scheduling Deep Learning Memory Access via Tile-graph
Effectively Scheduling Computational Graphs of Deep Neural Networks toward Their Domain-Specific Accelerators
EINNET: Optimizing Tensor Programs with Derivation-Based Transformations
Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters
MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms
Optimizing Dynamic Neural Networks with Brainstorm
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models
Last updated 2 years ago