Benchmarking deep learning frameworks: Design considerations, metrics and beyond L Liu, Y Wu, W Wei, W Cao, S Sahin, Q Zhang 2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018 | 64 | 2018 |
A comparative measurement study of deep learning as a service framework Y Wu, L Liu, C Pu, W Cao, S Sahin, W Wei, Q Zhang IEEE Transactions on Services Computing 15 (1), 551-566, 2019 | 61 | 2019 |
Memory disaggregation: Research problems and opportunities L Liu, W Cao, S Sahin, Q Zhang, J Bae, Y Wu 2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019 | 29 | 2019 |
Experimental characterizations and analysis of deep learning frameworks Y Wu, W Cao, S Sahin, L Liu 2018 IEEE International Conference on Big Data (Big Data), 372-377, 2018 | 23 | 2018 |
Evaluation and analysis of in-memory key-value systems W Cao, S Sahin, L Liu, X Bao 2016 IEEE International Congress on Big Data (BigData Congress), 26-33, 2016 | 18 | 2016 |
C-Stream: A Co-routine-Based Elastic Stream Processing Engine S Sahin, B Gedi̇k ACM Transactions on Parallel Computing (TOPC) 4 (3), 15, 2018 | 15 | 2018 |
Jvm configuration management and its performance impact for big data applications S Sahin, W Cao, Q Zhang, L Liu 2016 IEEE International Congress on Big Data (BigData Congress), 410-417, 2016 | 14 | 2016 |
Efficient shared memory orchestration towards demand driven memory slicing Q Zhang, L Liu, C Pu, W Cao, S Sahin 2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018 | 9 | 2018 |
Memory optimizations for distributed executors in big data clouds S Sahin Georgia Institute of Technology, 2019 | 1 | 2019 |
Memory Abstraction and Optimization for Distributed Executors S Sahin, L Liu, W Cao, Q Zhang, J Bae, Y Wu 2020 IEEE 6th International Conference on Collaboration and Internet …, 2020 | | 2020 |
Huge Data Analytics with Transparent In-Network Memory Computing (White Paper) L Liu, J Bae, W Cao, S Sahin, Y Wu, Q Zhang | | 2020 |
Huge Data Analytics with Transparent In-Network Memory Computing (Presentation) L Liu, J Bae, W Cao, S Sahin, Y Wu, Q Zhang | | 2020 |