Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems
Vlachos, Michail, Dunner, Celestine, Heckel, Reinhard, Vassiliadis, Vassilios G., Parnell, Thomas, Atasu, Kubilay
Published in IEEE transactions on knowledge and data engineering (01.07.2019)
Published in IEEE transactions on knowledge and data engineering (01.07.2019)
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Journal Article
Automatic Application-Specific Instruction-Set Extensions Under Microarchitectural Constraints
Atasu, Kubilay, Pozzi, Laura, Ienne, Paolo
Published in International journal of parallel programming (01.12.2003)
Published in International journal of parallel programming (01.12.2003)
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Journal Article
Tera-scale coordinate descent on GPUs
Parnell, Thomas, Dünner, Celestine, Atasu, Kubilay, Sifalakis, Manolis, Pozidis, Haralampos
Published in Future generation computer systems (01.07.2020)
Published in Future generation computer systems (01.07.2020)
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Journal Article
Introduction of local memory elements in instruction set extensions
Biswas, Partha, Choudhary, Vinay, Atasu, Kubilay, Pozzi, Laura, Ienne, Paolo, Dutt, Nikil
Published in Annual ACM IEEE Design Automation Conference: Proceedings of the 41st annual conference on Design automation; 07-11 June 2004 (07.06.2004)
Published in Annual ACM IEEE Design Automation Conference: Proceedings of the 41st annual conference on Design automation; 07-11 June 2004 (07.06.2004)
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Conference Proceeding
Complexity of Computing Convex Subgraphs in Custom Instruction Synthesis
Reddington, J., Atasu, K.
Published in IEEE transactions on very large scale integration (VLSI) systems (01.12.2012)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.12.2012)
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Journal Article
High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters
Atasu, Kubilay, Parnell, Thomas, Dunner, Celestine, Vlachos, Michail, Pozidis, Haralampos
Published in 2017 46th International Conference on Parallel Processing (ICPP) (01.08.2017)
Published in 2017 46th International Conference on Parallel Processing (ICPP) (01.08.2017)
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Conference Proceeding
FISH: Fast Instruction SyntHesis for Custom Processors
Atasu, K., Luk, W., Mencer, O., Ozturan, C., Dundar, G.
Published in IEEE transactions on very large scale integration (VLSI) systems (01.01.2012)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.01.2012)
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Journal Article
Fast custom instruction identification by convex subgraph enumeration
Atasu, K., Mencer, O., Luk, W., Ozturan, C., Dundar, G.
Published in 2008 International Conference on Application-Specific Systems, Architectures and Processors (01.07.2008)
Published in 2008 International Conference on Application-Specific Systems, Architectures and Processors (01.07.2008)
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Conference Proceeding
Giving Text Analytics a Boost
Polig, Raphael, Atasu, Kubilay, Chiticariu, Laura, Hagleitner, Christoph, Hofstee, H. Peter, Reiss, Frederick R., Zhu, Huaiyu, Sitaridi, Eva
Published in IEEE MICRO (01.07.2014)
Published in IEEE MICRO (01.07.2014)
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Journal Article
Exploring the design space of programmable regular expression matching accelerators
Atasu, Kubilay, Polig, Raphael, Rohrer, Jonathan, Hagleitner, Christoph
Published in Journal of systems architecture (01.11.2013)
Published in Journal of systems architecture (01.11.2013)
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Journal Article
Foreword to the Special Section on Reconfigurable Computing
Derrien, Steven, Atasu, Kubilay, Cardoso, João M. P., Becker, Juergen
Published in Journal of signal processing systems (01.08.2017)
Published in Journal of signal processing systems (01.08.2017)
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Journal Article
Designing a Programmable Wire-Speed Regular-Expression Matching Accelerator
Lunteren, J. V., Hagleitner, C., Heil, T., Biran, G., Shvadron, U., Atasu, K.
Published in 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture (01.12.2012)
Published in 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture (01.12.2012)
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Conference Proceeding
Automatic application-specific instruction-set extensions under microarchitectural constraints
Atasu, Kubilay, Pozzi, Laura, Ienne, Paolo
Published in Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451) (02.06.2003)
Published in Proceedings 2003. Design Automation Conference (IEEE Cat. No.03CH37451) (02.06.2003)
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Conference Proceeding
Leftmost longest regular expression matching in reconfigurable logic
Atasu, Kubilay
Published in 2015 International Conference on Field Programmable Technology (FPT) (01.12.2015)
Published in 2015 International Conference on Field Programmable Technology (FPT) (01.12.2015)
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Conference Proceeding