Browsing "Department of Computer Science" by Author lin, w

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Showing results 1 to 11 of 11
TitleAuthor(s)Issue Date
 
Accelerating Large-Scale Distributed Neural Network Training with SPMD Parallelism
Proceeding/Conference:SoCC '22: Proceedings of the 13th Symposium on Cloud Computing
2022
 
BATON: Batch One-Hop Personalized PageRanks with Efficiency and Accuracy
Journal:IEEE Transactions on Knowledge and Data Engineering
2020
Characterizing Deep Learning Training Workloads on Alibaba-PAI
Proceeding/Conference:IEEE International Symposium on Workload Characterization (IISWC)
2019
DAPPLE: A Pipelined Data Parallel Approach for Training Large Models
Proceeding/Conference:Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
2021
 
DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters
Journal:IEEE Transactions on Parallel and Distributed Systems
2021
Efficient Batch One-Hop Personalized PageRanks
Proceeding/Conference:International Conference on Data Engineering. Proceedings
2019
 
Efficient Pipeline Planning for Expedited Distributed DNN Training
Proceeding/Conference:IEEE INFOCOM 2022 - IEEE Conference on Computer Communications
2022
Fast Training of Deep Learning Models over Multiple GPUs
Proceeding/Conference:Proceedings of the 21st International Middleware Conference (Middleware '20)
2020
 
2021
Optimizing distributed training deployment in heterogeneous GPU clusters
Proceeding/Conference:Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies
2020
 
Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion
Journal:IEEE Transactions on Parallel and Distributed Systems
2022