WAICA: Workshop on Artificial Intelligence and Computer Architecture
22 January 2020, 14:00 - 17:30
Co-located with the 15th HiPEAC Conference on High Performance and Embedded Architectures and Compilation
Bologna, Italy, 20-22 January 2020
Program
14:00-15:30: Session 1
Keynote: Anton Lokhmotov (dividiti)
"Systematic and Collaborative Benchmarking and Optimization using AI/ML Workloads"
Panel
"Everything and Nothing. (What does the AI boom change for R&D in Computer Systems?)"
Paper presentations
- Adrián Alcolea, Javier Resano, Javier Olivito and Hortensia Mecha, "Analysis of the trade-offs of dealing with sparsity in a custom DNN accelerator"
(presentation)
- Işıl Öz and Sanem Arslan, "Predicting the Soft Error Vulnerability of Parallel Applications Using Machine Learning"
(presentation)
15:30-16:00 Break
16:00-17:30: Session 2
Keynote: Cristina Silvano (Politecnico di Milano)
"Dynamic Application Autotuning for Approximate Computing"
(presentation)
Paper presentations
- Behzad Salami, Adrián Cristal and Osman Unsal, "FPGAVolt: A low-power FPGA-based DNN Accelerator through Aggressive Undervoltage"
(presentation)
- Eda Nur Azın and Işıl Öz, "Analyzing the Effect of Performance Optimizations on Soft Error Reliability for Machine Learning Applications: A Case Study"
(presentation)
- Mohamed Ayoub Neggaz, Ihsen Alouani, Smail Niar and Fadi Kurdahi, "A New Storage-Less Hardware Compression Technique for CNNs Using Constant Multiplication"
(presentation)
End of WAICA