Kaan Kara

31 papers A* 1A 2B 4Misc 2Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integrative ensemble and meta-learning frameworks for high-precision cardiovascular risk prediction.
Netw. Model. Anal. Health Informatics Bioinform.
Kaan Kara, Öyküm Esra Yigit, Tuba Gunel
2025 J jnl
Clinical Risk Computation by Large Language Models Using Validated Risk Scores.
J. Medical Syst.
Kaan Kara, Tuba Gunel
2024 J jnl
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems.
VLDB J.
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
2022 J jnl
Exploiting HBM on FPGAs for Data Processing.
ACM Trans. Reconfigurable Technol. Syst.
Runbin Shi, Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso
2022 — conf
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle.
SIGMOD Conference
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
2022 J jnl
Stochastic Gradient Descent without Full Data Shuffle.
CoRR
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang
2020 J jnl
Compressive Sensing Using Iterative Hard Thresholding With Low Precision Data Representation: Theory and Applications.
IEEE Trans. Signal Process.
Nezihe Merve Gürel, Kaan Kara, Alen Stojanov, Tyler M. Smith, Thomas Lemmin, Dan Alistarh, Markus Püschel, Ce Zhang
2020 J jnl
FPGA-Accelerated Analytics: From Single Nodes to Clusters.
Found. Trends Databases
Zsolt István, Kaan Kara, David Sidler
2020 B conf
High Bandwidth Memory on FPGAs: A Data Analytics Perspective.
FPL
Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso
2020 J jnl
High Bandwidth Memory on FPGAs: A Data Analytics Perspective.
CoRR
Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso
2020 B conf
HyperLogLog Sketch Acceleration on FPGA.
FPL
Amit Kulkarni, Monica Chiosa, Thomas B. Preußer, Kaan Kara, David Sidler, Gustavo Alonso
2020 J jnl
HyperLogLog Sketch Acceleration on FPGA.
CoRR
Amit Kulkarni, Monica Chiosa, Thomas B. Preußer, Kaan Kara, David Sidler, Gustavo Alonso
2020 J jnl
PipeArch: Generic and Context-Switch Capable Data Processing on FPGAs.
ACM Trans. Reconfigurable Technol. Syst.
Kaan Kara, Gustavo Alonso
2020 — —
Specialized Hardware Solutions for In-Database Analytics and Machine Learning.
Kaan Kara
2020 A conf
Tackling Hardware/Software co-design from a database perspective.
CIDR
Gustavo Alonso, Timothy Roscoe, David A. Cock, Mohsen Ewaida, Kaan Kara, Dario Korolija, David Sidler, Zeke Wang
2019 J jnl
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report).
CoRR
Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Onur Mutlu, Ce Zhang
2019 J jnl
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning.
Proc. VLDB Endow.
Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Ce Zhang, Onur Mutlu
2019 J jnl
doppioDB 1.0: Machine Learning inside a Relational Engine.
IEEE Data Eng. Bull.
Gustavo Alonso, Zsolt István, Kaan Kara, Muhsen Owaida, David Sidler
2019 J jnl
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases.
Proc. VLDB Endow.
Kaan Kara, Zeke Wang, Ce Zhang, Gustavo Alonso
2018 J jnl
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation.
Proc. VLDB Endow.
Kaan Kara, Ken Eguro, Ce Zhang, Gustavo Alonso
2018 J jnl
Compressive Sensing with Low Precision Data Representation: Radio Astronomy and Beyond.
CoRR
Nezihe Merve Gürel, Kaan Kara, Dan Alistarh, Ce Zhang
2018 A conf
Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond.
AISTATS
Heng Guo, Kaan Kara, Ce Zhang
2017 Misc conf
Centaur: A Framework for Hybrid CPU-FPGA Databases.
FCCM
Muhsen Owaida, David Sidler, Kaan Kara, Gustavo Alonso
2017 Misc conf
FPGA-Accelerated Dense Linear Machine Learning: A Precision-Convergence Trade-Off.
FCCM
Kaan Kara, Dan Alistarh, Gustavo Alonso, Onur Mutlu, Ce Zhang
2017 — conf
FPGA-based Data Partitioning.
SIGMOD Conference
Kaan Kara, Jana Giceva, Gustavo Alonso
2017 J jnl
Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond.
CoRR
Heng Guo, Kaan Kara, Ce Zhang
2017 A* conf
ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning.
ICML
Hantian Zhang, Jerry Li, Kaan Kara, Dan Alistarh, Ji Liu, Ce Zhang
2017 — conf
doppioDB: A Hardware Accelerated Database.
SIGMOD Conference
David Sidler, Zsolt István, Muhsen Owaida, Kaan Kara, Gustavo Alonso
2017 B conf
doppioDB: A hardware accelerated database.
FPL
David Sidler, Muhsen Owaida, Zsolt István, Kaan Kara, Gustavo Alonso
2016 B conf
Fast and robust hashing for database operators.
FPL
Kaan Kara, Gustavo Alonso
2016 J jnl
ZipML: An End-to-end Bitwise Framework for Dense Generalized Linear Models.
CoRR
Hantian Zhang, Kaan Kara, Jerry Li, Dan Alistarh, Ji Liu, Ce Zhang