Data canopy: Accelerating exploratory statistical analysis A Wasay, X Wei, N Dayan, S Idreos Proceedings of the 2017 ACM International Conference on Management of Data …, 2017 | 64 | 2017 |
Queriosity: Automated data exploration A Wasay, M Athanassoulis, S Idreos 2015 IEEE International Congress on Big Data, 716-719, 2015 | 51 | 2015 |
Mothernets: Rapid deep ensemble learning A Wasay, B Hentschel, Y Liao, S Chen, S Idreos Proceedings of Machine Learning and Systems 2, 199-215, 2020 | 37 | 2020 |
The periodic table of data structures S Idreos, K Zoumpatianos, M Athanassoulis, N Dayan, B Hentschel, ... IEEE Data Eng. Bull., 2018 | 37 | 2018 |
Learning data structure alchemy S Idreos, K Zoumpatianos, S Chatterjee, W Qin, A Wasay, B Hentschel, ... Bulletin of the IEEE Computer Society Technical Committee on Data …, 2019 | 28 | 2019 |
More or less: When and how to build convolutional neural network ensembles A Wasay, S Idreos International conference on learning representations, 2021 | 25 | 2021 |
Deep learning: Systems and responsibility A Wasay, S Chatterjee, S Idreos Proceedings of the 2021 International Conference on Management of Data, 2867 …, 2021 | 12 | 2021 |
The Periodic Table of Data Structures. IEEE Data Eng. Bull. 41, 3 (2018), 64–75 S Idreos, K Zoumpatianos, M Athanassoulis, N Dayan, B Hentschel, ... | 7 | 2018 |
Rethinking buffer management in data center networks A Mushtaq, AK Ismail, A Wasay, B Mahmood, IA Qazi, ZA Uzmi ACM SIGCOMM Computer Communication Review 44 (4), 575-576, 2014 | 6 | 2014 |
Scope is all you need: Transforming LLMs for HPC Code T Kadosh, N Hasabnis, VA Vo, N Schneider, N Krien, A Wasay, N Ahmed, ... arXiv preprint arXiv:2308.09440, 2023 | 4 | 2023 |
Network Traffic Data Summarization AS Martin Arlitt Abdul Wasay US Patent 10,432,539, 2019 | 4* | 2019 |
Domain-Specific Code Language Models: Unraveling the Potential for HPC Codes and Tasks T Kadosh, N Hasabnis, VA Vo, N Schneider, N Krien, M Capota, A Wasay, ... arXiv preprint arXiv:2312.13322, 2023 | 3 | 2023 |
Rapid training of very large ensembles of diverse neural networks A Wasay, Y Liao, S Idreos CoRR, abs/1809.04270, 2018 | 2 | 2018 |
MPIrigen: MPI Code Generation through Domain-Specific Language Models N Schneider, N Hasabnis, VA Vo, T Kadosh, N Krien, M Capotă, A Wasay, ... arXiv preprint arXiv:2402.09126, 2024 | | 2024 |
μ-TWO: 3× Faster Multi-Model Training with Orchestration and Memory Optimization S Purandare, A Wasay, S Idreos Proceedings of Machine Learning and Systems 5, 2023 | | 2023 |
Silhouette: Toward Performance-Conscious and Transferable CPU Embeddings TI Papon, A Wasay arXiv preprint arXiv:2212.08046, 2022 | | 2022 |
Machine Programming: Turning Data into Programmer Productivity A Wasay, N Tatbul, J Gottschlich International Conference on Very Large Databases (VLDB), 2022 | | 2022 |
Computation-Cautious Machine Learning Systems A Wasay Harvard University, 2021 | | 2021 |