Big Data2021
CCF-A会议/SCI-1区
IEEE International Conference on Big Data
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Wei Rang, Donglin Yang, Zhimin Li, Dazhao Cheng |
Scalable Data Management on Hybrid Memory System for Deep Neural Network Applications
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CLUSTER2021
IEEE Conference on Cluster Computing
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Kun Suo, Junggab Son, Dazhao Cheng, Wei Chen, Sabur Baidya |
Tackling Cold Start of Serverless Applications by Efficient and Adaptive Container Runtime Reusing
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IEEE Industrial Electronics Magazine
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Wei Rang, Donglin Yang, Dazhao Cheng |
Dependency-Aware Tensor Scheduler for Industrial AI Applications: Dymem—An Aggressive Data-Swapping
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TNSE2021
IEEE Transactions on Network Science and Engineering
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Ting Li, Zhijin Qiu, Lijuan Cao, Dazhao Cheng, Weichao Wang, Xinghua Shi, Yu Wang |
Privacy-Preserving Participant Grouping for Mobile Social Sensing over Edge Clouds
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IEEE Transactions on Parallel and Distributed Systems
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Wei Rang, Donglin Yang, Dazhao Cheng, Yu Wang |
Data Life Aware Model Updating Strategy for Stream-based Online Deep Learning
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Big Data2020
CCF-A会议/SCI-1区
IEEE International Conference on Big Data
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Wei Rang, Donglin Yang, Dazhao Cheng |
A Shared Memory Cache Layer across Multiple Executors in Apache Spark
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CLUSTER2020
IEEE International Conference on Cluster Computing
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Wei Rang, Donglin Yang, Dazhao Cheng, Kun Suo, Wei Chen |
Data Life Aware Model Updating Strategy for Stream-based Online Deep Learning
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International Symposium on High-Performance Parallel and Distributed Computing
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Donglin Yang, Dazhao Cheng |
Efficient GPU Memory Management for Nonlinear DNNs
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Middleware2020
International Middleware Conference
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Donglin Yang, Wei Rang, Dazhao Cheng |
Mitigating Stragglers in the Decentralized Training on Heterogeneous Clusters
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NAC Workshop2020
Workshop on Network Application Integration/CoDesign
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Kun Suo, Yong Shi, Xiaohua Xu, Dazhao Cheng, Wei Chen |
Tackling Cold Start in Serverless Computing with Container Runtime Reusing
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ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
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Jiannan Tian, Sheng Di, Chengming Zhang, Xin Liang, Sian Jin, Dazhao Cheng, Dingwen Tao, Franck Capp |
WAVESZ: A Hardware-Algorithm Co-Design of Efficient Lossy Compression for Scientific Data
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Big Data2019
CCF-A会议/SCI-1区
IEEE International Conference on Big Data
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Donglin Yang, Wei Rang, Dazhao Cheng, Yu Wang, Jiannan Tian, Dingwen Tao |
Elastic Executor Provisioning for Iterative Workloads on Apache Spark
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IEEE Transactions on Parallel and Distributed Systems
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Dazhao Cheng, Xiaobo Zhou, Yinggen Xu, Liu Liu, Changjun Jiang |
Deadline-aware MapReduce job scheduling with dynamic resource availability
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IEEE Transactions on Parallel and Distributed Systems
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Dazhao Cheng, Xiaobo Zhou, Zhijun Ding, Yu Wang, Mike Ji |
Heterogeneity aware workload management in distributed sustainable datacenters
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ICPP2018
International Conference on Parallel Processing
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Donglin Yang, Wei Rang, Dazhao Cheng |
Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Clouds
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ICPP2018
International Conference on Parallel Processing
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Tiago B. G. Perez, Xiaobo Zhou, Dazhao Cheng |
Reference-distance Eviction and Prefetching for Cache Management in Spark
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IPDPS2018
IEEE International Parallel and Distributed Processing Symposium
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Palden Lama, Shaoqi Wang, Xiaobo Zhou, Dazhao Cheng |
Performance Isolation of Data-intensive Scale-out Applications in a Multi-tenant Cloud
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IEEE Transactions on Parallel and Distributed Systems
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Dazhao Cheng, Xiaobo Zhou, Yu Wang, Changjun Jiang |
Adaptive scheduling parallel jobs with dynamic batching in spark streaming
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IEEE Transactions on Parallel and Distributed Systems
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Dazhao Cheng, Xiaobo Zhou, Palden Lama, Mike Ji, Changjun Jiang |
Energy efficiency aware task assignment with dvfs in heterogeneous hadoop clusters
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IEEE Conference on Computer Communications
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Dazhao Cheng, Yuan Chen, Xiaobo Zhou, Daniel Gmach, Dejan S. Milojicic |
Adaptive Scheduling of Parallel Jobs in Spark Streaming
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