Patterson, David

In-Datacenter Performance Analysis of a Tensor Processing Unit

Jouppi, N. P., Young, C., Patil, N., Patterson, D., Agrawal, G., Bajwa, R., Bates, S., Bhatia, S., Boden, N., Borchers, A., et al. (2017) · Proceedings of the 44th Annual International Symposium on Computer Architecture

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 4,537

Latency lags bandwith

Patterson, D. A. (2004) · Communications of the ACM

Network Traffic and Congestion ControlSoftware System Performance and Reliability

Cited by 238

A Berkeley View of Systems Challenges for AI

Stoica, I., Song, D., Popa, R. A., Patterson, D., Mahoney, M. W., Katz, R., Joseph, A. D., Jordan, M., Hellerstein, J. M., Gonzalez, J. E., et al. (2017) · arXiv

Artificial Intelligence ApplicationsAdvanced Neural Network Applications

Cited by 171

A New Golden Age in Computer Architecture: Empowering the Machine-Learning Revolution

Dean, J., Patterson, D., & Young, C. (2018) · IEEE Micro

Parallel Computing and Optimization TechniquesAdvanced Neural Network Applications

Cited by 168

Roofline: An Insightful Visual Performance Model for Floating-Point Programs and Multicore Architectures

Williams, S., Waterman, A., & Patterson, D. (2009) · Lawrence Berkeley National Laboratory

Parallel Computing and Optimization TechniquesComputer Graphics and Visualization Techniques

Cited by 110

Latency lags bandwidth

Patterson, D. (2006) · 2005 International Conference on Computer Design

Parallel Computing and Optimization TechniquesSoftware System Performance and Reliability

Cited by 20