2019 Program
The 15th IEEE Workshop on Silicon Errors in Logic – System Effects (SELSE 2019)
27–28 March 2019, Stanford University, Palo Alto, California
Program 2019
Day 1 – March 27, 2019
08:00 – 08:45 Breakfast and Registration
08:45 – 09:00 Welcome Remarks: SELSE General and Program Chairs
09:00 – 10:00 Session I: Keynote Talk I (Chair: Laura Monroe) – Title: Complications in the Integration of Commercial Microprocessors in Harsh Radiation Environments
Speaker: Heather Quinn, LANL
10:00 – 10:30 Coffee Break
10:30 – 12:00 Session II: Evaluation Techniques for Resilient Systems (Chair: Michael Sullivan)
- Generation of stressmarks for early stage soft-error modeling
- Karthik Swaminathan, Ramon Bertran, Hans Jacobson, Prabhakar Kudva and Pradip Bose
- A High-Fidelity, Low-Overhead and Open-Source Timing Error Injector
- Chun-Kai Chang and Mattan Erez
- Equivalence of neutron and proton in SEE testing
- Yueh Chiang, Cher Tan, Tsi-Chian Chao, Chung-Chi Lee and Cj Tung
12:00 – 13:00 Lunch
13:00 – 14:00 Session III: Panel Discussion (Chairs: John Daly and Laura Monroe)
Title: New Technology and Reliability.
Speakers: Dave Mountain (LPS), Rich Murphy (Micron), Dilip Vasudevan (LBL)
14:00 – 15:30 Session IV: Resilience Characterization of GPU-based Accelerators (Chair: Mark Gottscho)
- Towards analytically evaluating the error resilience of GPU Programs
- Abdul Rehman Anwer, Guanpeng Li, Karthik Pattabiraman, Siva Kumar Sastry Hari, Michael Sullivan and Timothy Tsai
- On the Trend of Resilience for GPU-Dense Systems
- Kyushick Lee, Michael Sullivan, Siva Hari, Timothy Tsai, Stephen Keckler and Mattan Erez
- An extended GPGPU model to support detailed reliability analysis
- Josie Esteban Rodriguez Condia and Matteo Sonza Reorda
15:30 – 16:00 Coffee Break
16:00 – 16:45 Session V: Special Session I (Chair: Karthik Swaminathan)
Title: A platform for evaluating resilience for end-to-end learning in autonomous systems
Speaker: Vijay Janappa Reddi, Harvard
16:45 – 17:30 SELSE Business Meeting
17:30 Reception
Day 2 – March 28, 2019
08:00 – 09:00 Breakfast
09:00 – 10:00 Session VI: Keynote Talk II (Chair: John Daly) – On Exploiting the Synergy Between Reliability and Security
Speaker: Moin Qureshi, Georgia Tech
10:00 – 10:30 Coffee Break
10:30 – 12:00 Session VII: Special Session (Chairs: Karthik Swaminathan and Siva Hari)
- An overview of DNN systems and Resilience Challenges
- Siva Hari (NVIDIA)
- Resilience-aware circuits and architectures for DNNs
- Karthik Swaminathan (IBM)
- Mixed-Signal Circuits for Inference at the Edge
- Danny Bankman (Stanford)
12:00 – 13:15 Lunch
13:15 – 14:15 Session VIII: Machine Learning and Resilience (Chair: Vanessa Job)
- Efficient Inference at the Edge with Fault Resilient Voltage Scaling of Embedded Memories
- Irina Alam and Puneet Gupta
- Machine Learning To Tackle the Challenges of Transient and Soft Errors in Complex Circuits
- Thomas Lange, Aneesh Balakrishnan, Maximilien Glorieux, Dan Alexandrescu and Luca Sterpone
14:15 – 14:30 Break
14:30 – 15:30 Poster Session (Chair: Alan Wood) and Coffee Break
- 16nm Floating Gate NAND Flash Soft Error Susceptibility
- Sandhya Chandrashekhar, Helmut Puchner, Jun Mitani, Satoshi Shinozaki, Mohamed Sardi and David Hoffman
- An optically reconfigurable gate array workable under a strong gamma radiation environment
- Takumi Fujimori and Minoru Watanabe
- Equivalence of neutron and proton in SEE testing
- Yueh Chiang, Cher Tan, Tsi-Chian Chao, Chung-Chi Lee and Cj Tung
- An extended GPGPU model to support detailed reliability analysis
- Josie Esteban Rodriguez Condia and Matteo Sonza Reorda
15:30 – 16:45 Session IX: Panel Discussion (Chair: Siva Hari)
Title: Autonomous Systems’ Safety and Reliability
Speakers: Richard Bramley (NVIDIA), Jyotika A. Athavale (Intel), Dave Kelf (Optima Design Automation), Pierre Maillard (Xilinx)
16:45 – 17:00 Closing Remarks