Publications
| Year | Venue | Paper |
|---|---|---|
| 2019 | PACT |
Tayler H. Hetherington, Maria Lubeznov, Deval Shah, Tor M. Aamodt, EDGE: Event-Driven GPU Execution, In Proceedings of the ACM/IEEE Int'l Symposium on Parallel Architectures and Compilation Techniques (PACT'19), Seattle, WA, Sept. 21-25, 2019 |
| 2018 | IEEE Micro |
Andreas Moshovos, Jorge Albericio, Patrick Judd, Alberto Delmas Lascorz, Sayeh Sharify, Tayler H. Hetherington, Tor M. Aamodt, Natalie Enright Jerger, Value-Based Deep-Learning Acceleration, IEEE Micro, Volume 38, Issue 1, Pages 41-55, Jan. 16, 2018 |
| 2016 | MICRO |
Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor M. Aamodt, Andreas Moshovos, Stripes: Bit-Serial Deep Neural Network Computing, In Proceedings of the ACM/IEEE Int'l Symposium on Microarchitecture (MICRO'16), Taipei, Taiwan, Oct. 15-19, 2016 |
| 2016 | ISCA |
Jorge Albericio, Patrick Judd, Tayler H. Hetherington, Tor Aamodt, Natalie Enright Jerger, Andreas Moshovos, Cnvlutin: Ineffectual-Neuron-Free Deep Convolutional Neural Network Computing, In Proceedings of the ACM/IEEE Int'l Symposium on Computer Architecture (ISCA'16), Seoul, Korea, June 18-22 2016 |
| 2016 | ICS |
Patrick Judd, Jorge Albericio, Tayler H. Hetherington, Tor Aamodt, Natalie Enright Jerger, Andreas Moshovos, Proteus: Exploiting Numerical Precision Variability in Deep Neural Networks, In Proceedings of the ACM International Conference on Supercomputing (ICS 2016), Istanbul, Turkey, June 1-3, 2016 |
| 2015 | SoCC |
Tayler H. Hetherington, Mike O'Connor, Tor M. Aamodt, MemcachedGPU: Scaling-up Scale-out Key-value Stores, In Proceedings of the ACM Symposium on Cloud Computing (SoCC 2015), Kohala Coast, Hi, USA, August 27-29, 2015. slides. (acceptance rate: 34/154 ~= 22%). |
| 2013 | ISCA |
Jingwen Leng, Tayler H. Hetherington, Ahmed ElTantawy, Syed Gilani, Nam Sung Kim, Tor M. Aamodt, Vijay Janapa Reddi, GPUWattch: Enabling Energy Optimizations in GPGPUs, In Proceedings of the ACM/IEEE International Symposium on Computer Architecture (ISCA 2013), Tel-Aviv, Israel, June 23-27, 2013. (acceptance rate: 56/288 ~= 19.4%) |
| 2012 | ISPASS |
Tayler H. Hetherington, Timothy G. Rogers, Lisa Hsu, Mike O'Connor, Tor M. Aamodt, Characterizing and Evaluating a Key-Value Store Application on Heterogeneous CPU-GPU Systems, In Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), New Brunswick, NJ, April 1-3, 2012. code, slides. (acceptance rate: 20/65 ≈ 30.8%) |
Presentations
| Year | Venue | Presentation |
|---|---|---|
| 2019 | International Symposium on Parallel Architectures and Compilation Techniques (PACT) | EDGE paper presentation |
| 2015 | Symposium on Cloud Computing (SoCC) | MemcachedGPU paper and poster presentation |
| 2013 | International Symposium on Computer Architecture (ISCA) | Tutorial for GPGPU-Sim + GPUWattch |
| 2013 | International Symposium on Performance Analysis of Systems and Software (ISPASS) | Tutorial for GPGPU-Sim + GPUWattch |
| 2012 | International Symposium on Performance Analysis of Systems and Software (ISPASS) | Conference paper presentation - "Characterizing and Evaluating a Key-Value Store Application on Heterogeneous CPU-GPU Systems" |
| 2012 | AMD Fusion Developer Summit (AFDS) | Paper presentation - "Characterizing and Evaluating a Key-Value Store Application on Heterogeneous CPU-GPU Systems" |
| 2012 | International Symposium on Microarchitecture (MICRO) | Tutorial for GPGPU-Sim + GPUWattch |
