Tayo Oguntebi

According to our database, Tayo Oguntebi authored at least 11 papers between 2010 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Exploring the limits of Concurrency in ML Training on Google TPUs.

Sameer Kumar, James Bradbury, Cliff Young, Yu Emma Wang, Anselm Levskaya, Blake A. Hechtman, Dehao Chen, HyoukJoong Lee, Mehmet Deveci, Naveen Kumar, Pankaj Kanwar, Shibo Wang, Skye Wanderman-Milne, Steve Lacy, Tao Wang, Tayo Oguntebi, Yazhou Zu, Yuanzhong Xu, Andy Swing

CoRR, 2020

MLPerf Training Benchmark.

Peter Mattson, Christine Cheng, Gregory F. Diamos, Cody Coleman, Paulius Micikevicius, David A. Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debo Dutta, Udit Gupta, Kim M. Hazelwood, Andy Hock, Xinyuan Huang, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia

Proceedings of the Third Conference on Machine Learning and Systems, 2020

2019

MLPerf Training Benchmark.

Peter Mattson, Christine Cheng, Cody Coleman, Greg Diamos, Paulius Micikevicius, David A. Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debojyoti Dutta, Udit Gupta, Kim M. Hazelwood, Andrew Hock, Xinyuan Huang, Bill Jia, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Guokai Ma, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia

CoRR, 2019

Scaling Up Collaborative Filtering Data Sets through Randomized Fractal Expansions.

Francois Belletti, Karthik Lakshmanan, Walid Krichene, Nicolas Mayoraz, Yi-Fan Chen, John R. Anderson, Taylor Robie, Tayo Oguntebi, Dan Shirron, Amit Bleiwess

CoRR, 2019

2016

GraphOps: A Dataflow Library for Graph Analytics Acceleration.

Tayo Oguntebi, Kunle Olukotun

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016

2012

A case of system-level hardware/software co-design and co-verification of a commodity multi-processor system with custom hardware.

Sungpack Hong, Tayo Oguntebi, Jared Casper, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun

Proceedings of the 10th International Conference on Hardware/Software Codesign and System Synthesis, 2012

2011

Accelerating CUDA graph algorithms at maximum warp.

Sungpack Hong, Sang Kyun Kim, Tayo Oguntebi, Kunle Olukotun

Proceedings of the 16th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2011

Hardware acceleration of transactional memory on commodity systems.

Jared Casper, Tayo Oguntebi, Sungpack Hong, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun

Proceedings of the 16th International Conference on Architectural Support for Programming Languages and Operating Systems, 2011

Efficient Parallel Graph Exploration on Multi-Core CPU and GPU.

Sungpack Hong, Tayo Oguntebi, Kunle Olukotun

Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011

2010

Eigenbench: A simple exploration tool for orthogonal TM characteristics.

Sungpack Hong, Tayo Oguntebi, Jared Casper, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun

Proceedings of the 2010 IEEE International Symposium on Workload Characterization, 2010

FARM: A Prototyping Environment for Tightly-Coupled, Heterogeneous Architectures.

Tayo Oguntebi, Sungpack Hong, Jared Casper, Nathan Grasso Bronson, Christos Kozyrakis, Kunle Olukotun

Proceedings of the 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2010