Kaan Kara
Kaan Kara
Systems Group, ETH Zürich
Verified email at inf.ethz.ch - Homepage
Title
Cited by
Cited by
Year
ZipML: Training linear models with end-to-end low precision, and a little bit of deep learning
H Zhang, J Li, K Kara, D Alistarh, J Liu, C Zhang
International Conference on Machine Learning, 4035-4043, 2017
99*2017
FPGA-accelerated dense linear machine learning: A precision-convergence trade-off
K Kara, D Alistarh, G Alonso, O Mutlu, C Zhang
2017 IEEE 25th Annual International Symposium on Field-Programmable Custom …, 2017
432017
FPGA-based Data Partitioning
K Kara, J Giceva, G Alonso
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
402017
Centaur: A framework for hybrid CPU-FPGA databases
M Owaida, D Sidler, K Kara, G Alonso
2017 IEEE 25th Annual International Symposium on Field-Programmable Custom …, 2017
372017
doppiodb: A hardware accelerated database
D Sidler, Z István, M Owaida, K Kara, G Alonso
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
362017
Accelerating generalized linear models with MLWeaving: A one-size-fits-all system for any-precision learning
Z Wang, K Kara, H Zhang, G Alonso, O Mutlu, C Zhang
Proceedings of the VLDB Endowment 12 (7), 807-821, 2019
33*2019
Fast and robust hashing for database operators
K Kara, G Alonso
2016 26th International Conference on Field Programmable Logic and …, 2016
172016
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation
K Kara, K Eguro, C Zhang, G Alonso
Proceedings of the VLDB Endowment 12 (4), 2018
152018
doppioDB 1.0: Machine Learning inside a Relational Engine.
G Alonso, Z Istvan, K Kara, M Owaida, D Sidler
IEEE Data Eng. Bull. 42 (2), 19-31, 2019
52019
doppioDB 2.0: hardware techniques for improved integration of machine learning into databases
K Kara, Z Wang, C Zhang, A Gustavo
Proceedings of the VLDB Endowment 12 (12), 1818-1821, 2019
42019
Compressive sensing with low precision data representation: Radio astronomy and beyond
NM Gürel, K Kara, A Stojanov, T Smith, D Alistarh, M Püschel, C Zhang
CoRR, 2018
4*2018
Layerwise systematic scan: Deep boltzmann machines and beyond
H Guo, K Kara, C Zhang
International Conference on Artificial Intelligence and Statistics, 178-187, 2018
22018
Speeding Up Percolator
JT Halloran, H Zhang, K Kara, C Renggli, M The, C Zhang, DM Rocke, ...
Journal of Proteome Research 18 (9), 3353-3359, 2019
12019
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning (Technical Report)
Z Wang, K Kara, H Zhang, G Alonso, O Mutlu, C Zhang
arXiv preprint arXiv:1903.03404, 2019
12019
HyperLogLog Sketch Acceleration on FPGA
A Kulkarni, M Chiosa, TB Preußer, K Kara, D Sidler, G Alonso
arXiv preprint arXiv:2005.13332, 2020
2020
High Bandwidth Memory on FPGAs: A Data Analytics Perspective
K Kara, C Hagleitner, D Diamantopoulos, D Syrivelis, G Alonso
arXiv preprint arXiv:2004.01635, 2020
2020
Specialized Hardware Solutions for In-Database Analytics and Machine Learning
K Kara
ETH Zurich, 2020
2020
Tackling Hardware/Software co-design from a database perspective.
G Alonso, T Roscoe, D Cock, M Ewaida, K Kara, D Korolija, D Sidler, ...
CIDR, 2020
2020
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Articles 1–18