| The data calculator: Data structure design and cost synthesis from first principles and learned cost models S Idreos, K Zoumpatianos, B Hentschel, MS Kester, D Guo Proceedings of the 2018 International Conference on Management of Data, 535-550, 2018 | 99 | 2018 |
| The periodic table of data structures S Idreos, K Zoumpatianos, M Athanassoulis, N Dayan, B Hentschel, ... IEEE Data Eng. Bull., 2018 | 40 | 2018 |
| Column sketches: A scan accelerator for rapid and robust predicate evaluation B Hentschel, MS Kester, S Idreos Proceedings of the 2018 International Conference on Management of Data, 857-872, 2018 | 39 | 2018 |
| 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 | 38 | 2020 |
| 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 | 30 | 2019 |
| Stacked filters: learning to filter by structure K Deeds, B Hentschel, S Idreos Proceedings of the VLDB Endowment 14 (4), 600-612, 2020 | 21 | 2020 |
| Temporally-biased sampling for online model management B Hentschel, PJ Haas, Y Tian arXiv preprint arXiv:1801.09709, 2018 | 10 | 2018 |
| 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 |
| Entropy-learned hashing: Constant time hashing with controllable uniformity B Hentschel, U Sirin, S Idreos Proceedings of the 2022 International Conference on Management of Data, 1640 …, 2022 | 6 | 2022 |
| Online model management via temporally biased sampling B Hentschel, PJ Haas, Y Tian ACM SIGMOD Record 48 (1), 69-76, 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 |
| The internals of the data calculator S Idreos, K Zoumpatianos, B Hentschel, MS Kester, D Guo arXiv preprint arXiv:1808.02066, 2018 | 5 | 2018 |
| Entropy-Learned Hashing: 10x Faster Hashing with Controllable Uniformity B Hentschel, U Sirin, S Idreos SIGMOD, 2022 | 4 | 2022 |
| General temporally biased sampling schemes for online model management B Hentschel, PJ Haas, Y Tian ACM Transactions on Database Systems (TODS) 44 (4), 1-45, 2019 | 4 | 2019 |
| Systems and methods for designing data structures and synthesizing costs S Idreos, K Zoumpatianos, B Hentschel, M Kester US Patent App. 17/050,202, 2021 | 3 | 2021 |
| Temporally-biased sampling schemes for online model management B Hentschel, PJ Haas, Y Tian arXiv preprint arXiv:1906.05677, 2019 | 2 | 2019 |
| Exact PPS sampling with bounded sample size B Hentschel, PJ Haas, Y Tian Information Processing Letters 182, 106382, 2023 | 1 | 2023 |
| Cerebral Data Structures: Integrating Context into Data Structure Design and Implementation B Hentschel Harvard University, 2022 | 1 | 2022 |
| Rapid and robust predicate evaluation S Idreos, B Hentschel, M Kester US Patent 11,397,712, 2022 | | 2022 |
