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| Title | Author(s) | Issue Date | |
|---|---|---|---|
A Generic Communication Scheduler for Distributed DNN Training Acceleration Proceeding/Conference:The 27th ACM Symposium on Operating Systems Principles (SOSP 2019) | 2019 | ||
Assembling short reads with much less memory Proceeding/Conference:International Meeting on Human Genome Variation & Complex Genome Analysis, HGV 2009 | 2009 | ||
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing Proceeding/Conference:the 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI) | 2023 | ||
Deep Learning-based Job Placement in Distributed Machine Learning Clusters Proceeding/Conference:IEEE INFOCOM - IEEE Conference on Computer Communications | 2019 | ||
Deep Learning-Based Job Placement in Distributed Machine Learning Clusters With Heterogeneous Workloads Journal:IEEE/ACM Transactions on Networking | 2022 | ||
deTector: a Topology-aware Monitoring System for Data Center Networks Proceeding/Conference:Proceedings of the 2017 USENIX Annual Technical Conference (USENIX ATC ’17) | 2017 | ||
DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters Journal:IEEE Transactions on Parallel and Distributed Systems | 2021 | ||
dPRO: A Generic Performance Diagnosis and Optimiza- tion Toolkit for Expediting Distributed DNN Training Proceeding/Conference:the Fifth Conference on Machine Learning and Systems (MLSys) | 2022 | ||
Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS Journal:IEEE Journal on Selected Areas in Communications | 2017 | ||
Elastic parameter server load distribution in deep learning clusters Proceeding/Conference:Proceedings of the 11th ACM Symposium on Cloud Computing | 2020 | ||
A hybrid simulated annealing algorithm for container loading problem Proceeding/Conference:2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC'09 | 2009 | ||
IDBA - A practical iterative De Bruijn graph De Novo assembler Proceeding/Conference:Lecture Notes in Computer Science | 2010 | ||
| 2013 | |||
| 2012 | |||
Meta-IDBA: A de Novo assembler for metagenomic data Proceeding/Conference:Bioinformatics | 2011 | ||
MetaCluster: unsupervised binning of environmental genomic fragments and taxonomic annotation Proceeding/Conference:International Conference on Bioinformatics and Computational Biology | 2010 | ||
Online Job Scheduling in Distributed Machine Learning Clusters Proceeding/Conference:IEEE INFOCOM 2018 - IEEE International Conference on Computer Communications | 2018 | ||
Optimus: An Efficient Dynamic Resource Scheduler for Deep Learning Clusters Proceeding/Conference:EuroSys (European Conference on Computer Systems), 2018 | 2018 | ||
Preemptive All-reduce Scheduling for Expediting Distributed DNN Training Proceeding/Conference:IEEE INFOCOM - IEEE Conference on Computer Communications | 2020 | ||
A robust and accurate binning algorithm for metagenomic sequences with arbitrary species abundance ratio Proceeding/Conference:Conference on High Throughput Sequencing Analysis and Algorithms, HiTSeq 2011 | 2011 |