ishuffle: Improving hadoop performance with shuffle-on-write Y Guo, J Rao, D Cheng, X Zhou IEEE transactions on parallel and distributed systems 28 (6), 1649-1662, 2016 | 196 | 2016 |
Improving performance of heterogeneous mapreduce clusters with adaptive task tuning D Cheng, J Rao, Y Guo, C Jiang, X Zhou IEEE Transactions on Parallel and Distributed Systems 28 (3), 774-786, 2016 | 106 | 2016 |
Resource and deadline-aware job scheduling in dynamic hadoop clusters D Cheng, J Rao, C Jiang, X Zhou 2015 IEEE International Parallel and Distributed Processing Symposium, 956-965, 2015 | 85 | 2015 |
Improving mapreduce performance in heterogeneous environments with adaptive task tuning D Cheng, J Rao, Y Guo, X Zhou Proceedings of the 15th International Middleware Conference, 97-108, 2014 | 85 | 2014 |
Adaptive scheduling of parallel jobs in spark streaming D Cheng, Y Chen, X Zhou, D Gmach, D Milojicic IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017 | 71 | 2017 |
Energy efficiency aware task assignment with dvfs in heterogeneous hadoop clusters D Cheng, X Zhou, P Lama, M Ji, C Jiang Ieee transactions on parallel and distributed systems 29 (1), 70-82, 2017 | 70 | 2017 |
Adaptive scheduling parallel jobs with dynamic batching in spark streaming D Cheng, X Zhou, Y Wang, C Jiang IEEE Transactions on Parallel and Distributed Systems 29 (12), 2672-2685, 2018 | 62 | 2018 |
Cross-platform resource scheduling for spark and MapReduce on YARN D Cheng, X Zhou, P Lama, J Wu, C Jiang IEEE Transactions on Computers 66 (8), 1341-1353, 2017 | 61 | 2017 |
Heterogeneity-aware workload placement and migration in distributed sustainable datacenters D Cheng, C Jiang, X Zhou 2014 IEEE 28th International Parallel and Distributed Processing Symposium …, 2014 | 61 | 2014 |
Towards energy efficiency in heterogeneous hadoop clusters by adaptive task assignment D Cheng, P Lama, C Jiang, X Zhou 2015 IEEE 35th International Conference on Distributed Computing Systems …, 2015 | 44 | 2015 |
Reference-distance eviction and prefetching for cache management in spark TBG Perez, X Zhou, D Cheng Proceedings of the 47th International Conference on Parallel Processing, 1-10, 2018 | 40 | 2018 |
Elastic power-aware resource provisioning of heterogeneous workloads in self-sustainable datacenters D Cheng, J Rao, C Jiang, X Zhou IEEE Transactions on Computers 65 (2), 508-521, 2015 | 38 | 2015 |
Deadline-aware MapReduce job scheduling with dynamic resource availability D Cheng, X Zhou, Y Xu, L Liu, C Jiang IEEE transactions on parallel and distributed systems 30 (4), 814-826, 2018 | 35 | 2018 |
Wavesz: A hardware-algorithm co-design of efficient lossy compression for scientific data J Tian, S Di, C Zhang, X Liang, S Jin, D Cheng, D Tao, F Cappello Proceedings of the 25th ACM SIGPLAN Symposium on Principles and Practice of …, 2020 | 31 | 2020 |
Tackling cold start of serverless applications by efficient and adaptive container runtime reusing K Suo, J Son, D Cheng, W Chen, S Baidya 2021 IEEE International Conference on Cluster Computing (CLUSTER), 433-443, 2021 | 29 | 2021 |
Heterogeneity aware workload management in distributed sustainable datacenters D Cheng, X Zhou, Z Ding, Y Wang, M Ji IEEE Transactions on Parallel and Distributed Systems 30 (2), 375-387, 2018 | 29 | 2018 |
Performance isolation of data-intensive scale-out applications in a multi-tenant cloud P Lama, S Wang, X Zhou, D Cheng 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018 | 29 | 2018 |
DNN surgery: Accelerating DNN inference on the edge through layer partitioning H Liang, Q Sang, C Hu, D Cheng, X Zhou, D Wang, W Bao, Y Wang IEEE transactions on Cloud Computing 11 (3), 3111-3125, 2023 | 27 | 2023 |
Managing data processing resources Y Chen, DS Milojicic, D Cheng US Patent 10,037,230, 2018 | 22 | 2018 |
Mpmoe: Memory efficient moe for pre-trained models with adaptive pipeline parallelism Z Zhang, Y Xia, H Wang, D Yang, C Hu, X Zhou, D Cheng IEEE Transactions on Parallel and Distributed Systems, 2024 | 20 | 2024 |