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Brian Hentschel
Brian Hentschel
PhD Student, Harvard University
Geverifieerd e-mailadres voor g.harvard.edu
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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
882018
The periodic table of data structures
S Idreos, K Zoumpatianos, M Athanassoulis, N Dayan, B Hentschel, ...
IEEE Data Eng. Bull., 2018
352018
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
342020
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
342018
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
272019
Stacked filters: learning to filter by structure
K Deeds, B Hentschel, S Idreos
Proceedings of the VLDB Endowment 14 (4), 600-612, 2020
162020
Temporally-biased sampling for online model management
B Hentschel, PJ Haas, Y Tian
arXiv preprint arXiv:1801.09709, 2018
102018
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, ...
72018
Online model management via temporally biased sampling
B Hentschel, PJ Haas, Y Tian
ACM SIGMOD Record 48 (1), 69-76, 2019
52019
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
42022
The internals of the data calculator
S Idreos, K Zoumpatianos, B Hentschel, MS Kester, D Guo
arXiv preprint arXiv:1808.02066, 2018
42018
Entropy-Learned Hashing: 10x Faster Hashing with Controllable Uniformity
B Hentschel, U Sirin, S Idreos
SIGMOD, 2022
32022
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
32019
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
22021
Temporally-biased sampling schemes for online model management
B Hentschel, PJ Haas, Y Tian
arXiv preprint arXiv:1906.05677, 2019
22019
Exact PPS sampling with bounded sample size
B Hentschel, PJ Haas, Y Tian
Information Processing Letters 182, 106382, 2023
12023
Rapid and robust predicate evaluation
S Idreos, B Hentschel, M Kester
US Patent 11,397,712, 2022
2022
Cerebral Data Structures: Integrating Context into Data Structure Design and Implementation
B Hentschel
Harvard University, 2022
2022
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