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1

Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems

Vlachos, Michail, Duenner, Celestine, Heckel, Reinhard, Vassiliadis, Vassilios G., Parnell, Thomas, Atasu, Kubilay

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2018

Language:

english

File:

PDF, 3.19 MB

english, 2018

2

Automatic Application-Specific Instruction-Set Extensions Under Microarchitectural Constraints

Kubilay Atasu, Laura Pozzi, Paolo Ienne

Journal:

International Journal of Parallel Programming

Year:

2003

Language:

english

File:

PDF, 339 KB

english, 2003

3

[IEEE 2017 IEEE International Conference on Big Data (Big Data) - Boston, MA (2017.12.11-2017.12.14)] 2017 IEEE International Conference on Big Data (Big Data) - Understanding and optimizing the performance of distributed machine learning applications on apache spark

Dunner, Celestine, Parnell, Thomas, Atasu, Kubilay, Sifalakis, Manolis, Pozidis, Haralampos

Year:

2017

Language:

english

File:

PDF, 251 KB

english, 2017

4

[ACM Press the 40th conference - Anaheim, CA, USA (2003.06.02-2003.06.06)] Proceedings of the 40th conference on Design automation - DAC '03 - Automatic application-specific instruction-set extensions under microarchitectural constraints

Atasu, Kubilay, Pozzi, Laura, Ienne, Paolo

Year:

2003

Language:

english

File:

PDF, 642 KB

english, 2003

5

[ACM Press the 2004 ACM symposium - Nicosia, Cyprus (2004.03.14-2004.03.17)] Proceedings of the 2004 ACM symposium on Applied computing - SAC '04 - Efficient AES implementations for ARM based platforms

Atasu, Kubilay, Breveglieri, Luca, Macchetti, Marco

Year:

2004

Language:

english

File:

PDF, 144 KB

english, 2004

6

[ACM Press the 41st annual conference - San Diego, CA, USA (2004.06.07-2004.06.11)] Proceedings of the 41st annual conference on Design automation - DAC '04 - Introduction of local memory elements in instruction set extensions

Biswas, Partha, Choudhary, Vinay, Atasu, Kubilay, Pozzi, Laura, Ienne, Paolo, Dutt, Nikil

Year:

2004

Language:

english

File:

PDF, 245 KB

english, 2004

7

[IEEE 2008 International Conference on Application-Specific Systems, Architectures and Processors (ASAP) - Leuven, Belgium (2008.07.2-2008.07.4)] 2008 International Conference on Application-Specific Systems, Architectures and Processors - Fast custom instruction identification by convex subgraph enumeration

Atasu, Kubilay, Mencer, Oskar, Luk, Wayne, Ozturan, Can, Dundar, Gunhan

Year:

2008

Language:

english

File:

PDF, 372 KB

english, 2008

8

[ACM Press the 7th IEEE/ACM international conference - Grenoble, France (2009.10.11-2009.10.16)] Proceedings of the 7th IEEE/ACM international conference on Hardware/software codesign and system synthesis - CODES+ISSS '09 - Memory-efficient distribution of regular expressions for fast deep packet inspection

Rohrer, Jonathan, Atasu, Kubilay, van Lunteren, Jan, Hagleitner, Christoph

Year:

2009

Language:

english

File:

PDF, 695 KB

english, 2009

9

[ACM Press the 49th Annual Design Automation Conference - San Francisco, California (2012.06.03-2012.06.07)] Proceedings of the 49th Annual Design Automation Conference on - DAC '12 - Proving correctness of regular expression accelerators

Purandare, Mitra, Atasu, Kubilay, Hagleitner, Christoph

Year:

2012

Language:

english

File:

PDF, 743 KB

english, 2012

10

Foreword to the Special Section on Reconfigurable Computing

Steven Derrien,Kubilay Atasu,João M. P. Cardoso…

Journal:

Journal of Signal Processing Systems

Year:

2017

Language:

english

File:

PDF, 411 KB

english, 2017

11

Giving Text Analytics a Boost

Polig, Raphael, Atasu, Kubilay, Chiticariu, Laura, Hagleitner, Christoph, Hofstee, H. Peter, Reiss, Frederick R., Zhu, Huaiyu, Sitaridi, Eva

Journal:

Year:

2014

Language:

english

File:

PDF, 616 KB

english, 2014

12

[IEEE 2013 23rd International Conference on Field Programmable Logic and Applications (FPL) - Porto, Portugal (2013.09.2-2013.09.4)] 2013 23rd International Conference on Field programmable Logic and Applications - Hardware-accelerated regular expression matching for high-throughput text analytics

Atasu, Kubilay, Polig, Raphael, Hagleitner, Christoph, Reiss, Frederick R.

Year:

2013

Language:

english

File:

PDF, 332 KB

english, 2013

13

Exploring the design space of programmable regular expression matching accelerators

Atasu, Kubilay, Polig, Raphael, Rohrer, Jonathan, Hagleitner, Christoph

Journal:

Journal of Systems Architecture

Year:

2013

Language:

english

File:

PDF, 1.67 MB

english, 2013

14

[IEEE 2006 IEEE Hot Chips 18 Symposium (HCS) - Stanford, CA, USA (2006.8.20-2006.8.22)] 2006 IEEE Hot Chips 18 Symposium (HCS) - Towards optimal custom instruction processors

Luk, Wayne, Atasu, Kubilay, Dimond, Rob, Mencer, Oskar

Year:

2006

Language:

english

File:

PDF, 492 KB

english, 2006

15

[IEEE 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - New Orleans, LA, USA (2020.5.18-2020.5.22)] 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Parallelizing Maximal Clique Enumeration on Modern Manycore Processors

Blanusa, Jovan, Stoica, Radu, Ienne, Paolo, Atasu, Kubilay

Year:

2020

File:

PDF, 901 KB

2020

16

FISH: Fast Instruction SyntHesis for Custom Processors

Atasu, Kubilay, Luk, Wayne, Mencer, Oskar, Ozturan, Can, Dundar, Günhan

Journal:

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Year:

2012

Language:

english

File:

PDF, 2.12 MB

english, 2012

17

[IEEE 2013 23rd International Conference on Field Programmable Logic and Applications (FPL) - Porto, Portugal (2013.09.2-2013.09.4)] 2013 23rd International Conference on Field programmable Logic and Applications - Token-based dictionary pattern matching for text analytics

Polig, Raphael, Atasu, Kubilay, Hagleitner, Christoph

Year:

2013

Language:

english

File:

PDF, 296 KB

english, 2013

18

[IEEE 2017 46th International Conference on Parallel Processing (ICPP) - Bristol, United Kingdom (2017.8.14-2017.8.17)] 2017 46th International Conference on Parallel Processing (ICPP) - High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters

Atasu, Kubilay, Parnell, Thomas, Dunner, Celestine, Vlachos, Michail, Pozidis, Haralampos

Year:

2017

Language:

english

File:

PDF, 1.04 MB

english, 2017

19

[IEEE 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) - Vancouver, BC, Canada (2012.12.1-2012.12.5)] 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture - Designing a Programmable Wire-Speed Regular-Expression Matching Accelerator

Lunteren, Jan Van, Hagleitner, Christoph, Heil, Timothy, Biran, Giora, Shvadron, Uzi, Atasu, Kubilay

Year:

2012

Language:

english

File:

PDF, 606 KB

english, 2012

20

Guest Editorial: Application Specific Processors and Architectures

Melissa C. Smith,Kubilay Atasu

Journal:

Journal of Signal Processing Systems

Year:

2014

Language:

english

File:

PDF, 157 KB

english, 2014

21

[IEEE 2013 IEEE International Symposium on Parallel & Distributed Processing (IPDPS) - Cambridge, MA, USA (2013.05.20-2013.05.24)] 2013 IEEE 27th International Symposium on Parallel and Distributed Processing - Hardware-Accelerated Regular Expression Matching with Overlap Handling on IBM PowerEN Processor

Atasu, Kubilay, Doerfler, Florian, van Lunteren, Jan, Hagleitner, Christoph

Year:

2013

Language:

english

File:

PDF, 474 KB

english, 2013

22

[IEEE 2015 International Conference on Field Programmable Technology (FPT) - Queenstown, New Zealand (2015.12.7-2015.12.9)] 2015 International Conference on Field Programmable Technology (FPT) - Leftmost longest regular expression matching in reconfigurable logic

Year:

2015

Language:

english

File:

PDF, 499 KB

english, 2015

23

Feature-rich Regular Expression Matching Accelerator for Text Analytics

Journal:

Journal of Signal Processing Systems

Year:

2016

Language:

english

File:

PDF, 2.65 MB

english, 2016

24

[IEEE 2014 IEEE 25th International Conference on Application-specific Systems, Architectures and Processors (ASAP) - Zurich, Switzerland (2014.6.18-2014.6.20)] 2014 IEEE 25th International Conference on Application-Specific Systems, Architectures and Processors - Resource-efficient regular expression matching architecture for text analytics

Year:

2014

Language:

english

File:

PDF, 797 KB

english, 2014

25

[IEEE 2008 Ph.D. Research in Microelectronics and Electronics (PRIME) - Istanbul, Turkey (2008.06.22-2008.04.25)] 2008 Ph.D. Research in Microelectronics and Electronics - Optimal implementation of combinational logic on look-up tables

Atasu, Kubilay, Todman, Tim, Mencer, Oskar, Luk, Wayne

Year:

2008

Language:

english

File:

PDF, 385 KB

english, 2008

26

[IEEE Design, Automation & Test in Europe Conference - Nice, France (2007.04.16-2007.04.20)] 2007 Design, Automation & Test in Europe Conference & Exhibition - Optimizing Instruction-set Extensible Processors under Data Bandwidth Constraints

Atasu, Kubilay, Dimond, Robert G., Mencer, Oskar, Luk, Wayne, Ozturan, Can, Dundar, Gunhan

Year:

2007

Language:

english

File:

PDF, 299 KB

english, 2007

27

Tera-scale coordinate descent on GPUs

Parnell, Thomas, Dünner, Celestine, Atasu, Kubilay, Sifalakis, Manolis, Pozidis, Haralampos

Journal:

Future Generation Computer Systems

Year:

2018

Language:

english

File:

PDF, 5.40 MB

english, 2018

28

[ACM Press the 3rd IEEE/ACM/IFIP international conference - Jersey City, NJ, USA (2005.09.19-2005.09.21)] Proceedings of the 3rd IEEE/ACM/IFIP international conference on Hardware/software codesign and system synthesis - CODES+ISSS '05 - An integer linear programming approach for identifying instruction-set extensions

Atasu, Kubilay, Dündar, Günhan, Özturan, Can

Year:

2005

Language:

english

File:

PDF, 218 KB

english, 2005

29

[IEEE 2016 26th International Conference on Field Programmable Logic and Applications (FPL) - Lausanne, Switzerland (2016.8.29-2016.9.2)] 2016 26th International Conference on Field Programmable Logic and Applications (FPL) - Annotation-based finite-state transducers on reconfigurable devices

Polig, Raphael, Atasu, Kubilay, Hagleitner, Christoph, Xu, Theresa, Nakayama, Akihiro

Year:

2016

Language:

english

File:

PDF, 600 KB

english, 2016

30

[IEEE 2014 24th International Conference on Field Programmable Logic and Applications (FPL) - Munich, Germany (2014.9.2-2014.9.4)] 2014 24th International Conference on Field Programmable Logic and Applications (FPL) - Compiling text analytics queries to FPGAs

Polig, Raphael, Atasu, Kubilay, Giefers, Heiner, Chiticariu, Laura

Year:

2014

Language:

english

File:

PDF, 573 KB

english, 2014

31

[IEEE 2017 IEEE International Conference on Big Data (Big Data) - Boston, MA (2017.12.11-2017.12.14)] 2017 IEEE International Conference on Big Data (Big Data) - Linear-complexity relaxed word Mover's distance with GPU acceleration

Atasu, Kubilay, Parnell, Thomas, Dunner, Celestine, Sifalakis, Manolis, Pozidis, Haralampos, Vasileiadis, Vasileios, Vlachos, Michail, Berrospi, Cesar, Labbi, Abdel

Year:

2017

Language:

english

File:

PDF, 562 KB

english, 2017

32

[IEEE 2017 IEEE International Parallel and Distributed Processing Symposium: Workshops (IPDPSW) - Lake Buena Vista, FL (2017.5.29-2017.6.2)] 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Large-scale stochastic learning using GPUs

Parnell, Thomas, Duenner, Celestine, Atasu, Kubilay, Sifalakis, Manolis, Pozidis, Haris

Year:

2017

Language:

english

File:

PDF, 304 KB

english, 2017

33

A hardware compilation framework for text analytics queries

Polig, Raphael, Atasu, Kubilay, Giefers, Heiner, Hagleitner, Christoph, Chiticariu, Laura, Reiss, Frederick, Zhu, Huaiyu, Hofstee, Peter

Journal:

Journal of Parallel and Distributed Computing

Year:

2017

Language:

english

File:

PDF, 2.56 MB

english, 2017

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