Aidi Pi

Scalable Distributed DL Training: Batching Communication and Computation

Shaoqi Wang, Aidi Pi, Xiaobo Zhou · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 41 citations · Full text

Cluster Computing, Batching Communication, Implement Ibatch +19

Overlapping Communication With Computation in Parameter Server for Scalable DL Training

Shaoqi Wang, Aidi Pi, Xiaobo Zhou et al. · IEEE Transactions on Parallel and Distributed Systems · 2021 · 29 citations

Mathematical Programming, Cluster Computing, Engineering +24

Aggressive Synchronization with Partial Processing for Iterative ML Jobs on Clusters

Shaoqi Wang, Wei Chen, Aidi Pi et al. · 2018 · 21 citations · Full text

Cluster Computing, Engineering, Machine Learning +22

Elastic Parameter Server: Accelerating ML Training With Scalable Resource Scheduling

Shaoqi Wang, Aidi Pi, Xiaobo Zhou · IEEE Transactions on Parallel and Distributed Systems · 2021 · 20 citations

Cluster Computing, Engineering, Machine Learning +21

Profiling distributed systems in lightweight virtualized environments with logs and resource metrics

Aidi Pi, Wei Chen, Xiaobo Zhou et al. · 2018 · 18 citations · Full text

Cluster Computing, Engineering, Cloud Computing Architecture +27