| 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 | 73 | 2017 |
| Queriosity: Automated data exploration A Wasay, M Athanassoulis, S Idreos 2015 IEEE International Congress on Big Data, 716-719, 2015 | 54 | 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 | 46 | 2020 |
| The periodic table of data structures S Idreos, K Zoumpatianos, M Athanassoulis, N Dayan, B Hentschel, ... IEEE Data Eng. Bull., 2018 | 43 | 2018 |
| Learning data structure alchemy S Idreos, K Zoumpatianos, S Chatterjee, W Qin, B Hentschel, M Kester, ... Bulletin of the IEEE Computer Society Technical Committee on Data …, 2019 | 33 | 2019 |
| More or less: When and how to build convolutional neural network ensembles A Wasay, S Idreos International conference on learning representations, 2021 | 26 | 2021 |
| 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 | 23 | 2023 |
| MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks T Kadosh, N Hasabnis, VA Vo, N Schneider, N Krien, M Capotă, A Wasay, ... 2024 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2024 | 20 | 2024 |
| Deep learning: Systems and responsibility A Wasay, S Chatterjee, S Idreos Proceedings of the 2021 International Conference on Management of Data, 2867 …, 2021 | 14 | 2021 |
| Mpirigen: Mpi code generation through domain-specific language models N Schneider, N Hasabnis, VA Vo, T Kadosh, N Krien, M Capota, G Tamir, ... Proceedings of the 2024 Workshop on AI For Systems, 1-6, 2024 | 11 | 2024 |
| 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, ... | 8 | 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 | 7 | 2014 |
| 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, 541-562, 2023 | 6 | 2023 |
| Network Traffic Data Summarization AS Martin Arlitt Abdul Wasay US Patent 10,432,539, 2019 | 5* | 2019 |
| Learning Data Structure Alchemy. IEEE Data Eng. Bull. 42, 2 (2019), 47–58 S Idreos, K Zoumpatianos, S Chatterjee, W Qin, A Wasay, B Hentschel, ... | 5 | 2019 |
| Rapid training of very large ensembles of diverse neural networks A Wasay, Y Liao, S Idreos CoRR, abs/1809.04270, 2018 | 3 | 2018 |
| Silhouette: Toward Performance-Conscious and Transferable CPU Embeddings TI Papon, A Wasay arXiv preprint arXiv:2212.08046, 2022 | 1 | 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 |
Stratos IdreosHarvard UniversityVerified email at seas.harvard.edu
