default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDKaan Kara
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j9]Lijie Xu
, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang:
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems. VLDB J. 33(5): 1231-1255 (2024)- 2022
- [j8]Runbin Shi, Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso:
Exploiting HBM on FPGAs for Data Processing. ACM Trans. Reconfigurable Technol. Syst. 15(4): 36:1-36:27 (2022) - [c12]Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang:
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle. SIGMOD Conference 2022: 1286-1300 - [i7]Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang:
Stochastic Gradient Descent without Full Data Shuffle. CoRR abs/2206.05830 (2022) - 2020
- [b1]Kaan Kara:
Specialized Hardware Solutions for In-Database Analytics and Machine Learning. ETH Zurich, Zürich, Switzerland, 2020 - [j7]Zsolt István, Kaan Kara, David Sidler:
FPGA-Accelerated Analytics: From Single Nodes to Clusters. Found. Trends Databases 9(2): 101-208 (2020) - [j6]Kaan Kara, Gustavo Alonso:
PipeArch: Generic and Context-Switch Capable Data Processing on FPGAs. ACM Trans. Reconfigurable Technol. Syst. 14(1): 3:1-3:28 (2020) - [j5]Nezihe Merve Gürel, Kaan Kara, Alen Stojanov, Tyler M. Smith, Thomas Lemmin, Dan Alistarh, Markus Püschel, Ce Zhang:
Compressive Sensing Using Iterative Hard Thresholding With Low Precision Data Representation: Theory and Applications. IEEE Trans. Signal Process. 68: 4268-4282 (2020) - [c11]Gustavo Alonso, Timothy Roscoe, David A. Cock, Mohsen Ewaida, Kaan Kara, Dario Korolija, David Sidler, Zeke Wang:
Tackling Hardware/Software co-design from a database perspective. CIDR 2020 - [c10]Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso:
High Bandwidth Memory on FPGAs: A Data Analytics Perspective. FPL 2020: 1-8 - [c9]Amit Kulkarni, Monica Chiosa, Thomas B. Preußer, Kaan Kara, David Sidler, Gustavo Alonso:
HyperLogLog Sketch Acceleration on FPGA. FPL 2020: 47-56 - [i6]Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso:
High Bandwidth Memory on FPGAs: A Data Analytics Perspective. CoRR abs/2004.01635 (2020) - [i5]Amit Kulkarni, Monica Chiosa, Thomas B. Preußer, Kaan Kara, David Sidler, Gustavo Alonso:
HyperLogLog Sketch Acceleration on FPGA. CoRR abs/2005.13332 (2020)
2010 – 2019
- 2019
- [j4]Gustavo Alonso, Zsolt István, Kaan Kara, Muhsen Owaida, David Sidler:
doppioDB 1.0: Machine Learning inside a Relational Engine. IEEE Data Eng. Bull. 42(2): 19-31 (2019) - [j3]Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Ce Zhang, Onur Mutlu:
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning. Proc. VLDB Endow. 12(7): 807-821 (2019) - [j2]Kaan Kara, Zeke Wang, Ce Zhang, Gustavo Alonso:
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases. Proc. VLDB Endow. 12(12): 1818-1821 (2019) - [i4]Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Onur Mutlu, Ce Zhang:
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report). CoRR abs/1903.03404 (2019) - 2018
- [j1]Kaan Kara, Ken Eguro, Ce Zhang, Gustavo Alonso:
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation. Proc. VLDB Endow. 12(4): 348-361 (2018) - [c8]Heng Guo, Kaan Kara, Ce Zhang:
Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond. AISTATS 2018: 178-187 - [i3]Nezihe Merve Gürel, Kaan Kara, Dan Alistarh, Ce Zhang:
Compressive Sensing with Low Precision Data Representation: Radio Astronomy and Beyond. CoRR abs/1802.04907 (2018) - 2017
- [c7]Kaan Kara, Dan Alistarh, Gustavo Alonso, Onur Mutlu, Ce Zhang:
FPGA-Accelerated Dense Linear Machine Learning: A Precision-Convergence Trade-Off. FCCM 2017: 160-167 - [c6]Muhsen Owaida, David Sidler, Kaan Kara, Gustavo Alonso:
Centaur: A Framework for Hybrid CPU-FPGA Databases. FCCM 2017: 211-218 - [c5]David Sidler, Muhsen Owaida, Zsolt István, Kaan Kara, Gustavo Alonso:
doppioDB: A hardware accelerated database. FPL 2017: 1 - [c4]Hantian Zhang, Jerry Li, Kaan Kara, Dan Alistarh, Ji Liu, Ce Zhang:
ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning. ICML 2017: 4035-4043 - [c3]Kaan Kara, Jana Giceva, Gustavo Alonso:
FPGA-based Data Partitioning. SIGMOD Conference 2017: 433-445 - [c2]David Sidler, Zsolt István, Muhsen Owaida, Kaan Kara, Gustavo Alonso:
doppioDB: A Hardware Accelerated Database. SIGMOD Conference 2017: 1659-1662 - [i2]Heng Guo, Kaan Kara, Ce Zhang:
Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond. CoRR abs/1705.05154 (2017) - 2016
- [c1]Kaan Kara, Gustavo Alonso:
Fast and robust hashing for database operators. FPL 2016: 1-4 - [i1]Hantian Zhang, Kaan Kara, Jerry Li, Dan Alistarh, Ji Liu, Ce Zhang:
ZipML: An End-to-end Bitwise Framework for Dense Generalized Linear Models. CoRR abs/1611.05402 (2016)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:19 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
