2020 International Conference On Computer Aided Design

The Premier Conference Devoted to Technical Innovations in Electronic Design Automation

November 2-5, 2020VIRTUAL CONFERENCE

MP Associates, Inc.
MONDAY November 02, 8:30am - 9:00am | Slot 3
EVENT TYPE: REGULAR SESSION
SESSION 2C
Safety and Energy Optimizations for Cyber-Physical Systems
Moderator:
Mahdi Nikdast - Colorado State Univ.
This session focuses on optimizing safety-criticality, energy and performance in cyber-physical systems (CPS). The first paper proposes control adaptations for energy-efficient safety guarantees in machine learning-based CPS. The second paper explores the trade-off between the image generation accuracy of a GAN model and the energy consumed in mobile platforms. The third paper lays the foundation for applying probabilistic techniques in safety-critical platforms while ensuring that the functional correctness is not being violated. The last paper proposes an approach for reducing energy and improving performance in 3D resistive memories in a variety of CPS platforms.

2C.1*Energy-Efficient Control Adaptation with Safety Guarantees for Learning-Enabled Cyber-Physical Systems
 Speaker: Yixuan Wang - Northwestern Univ., Evanston, IL
 Authors: Yixuan Wang - Northwestern Univ., Evanston, IL
Chao Huang - Northwestern Univ., Evanston, IL
Qi Zhu - Northwestern Univ., Evanston, IL
2C.2SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms
 Speaker: Nitthilan Kannappan Jayakodi - Washington State Univ., Pullman, WA
 Authors: Nitthilan Kannappan Jayakodi - Washington State Univ., Pullman, WA
Jana Doppa - Washington State Univ., Pullman, WA
Partha Pratim Pande - Washington State Univ., Pullman, WA
2C.3The Safe and Effective Application of Probabilistic Techniques in Safety-Critical Systems
 Speaker: Zhishan Guo - Univ. of Central Florida, Orlando, FL
 Authors: Kunal Agrawal - Washington Univ. in St. Louis, MO
Sanjoy Baruah - Washington Univ. in St. Louis, MO
Zhishan Guo - Univ. of Central Florida, Orlando, FL
Jing Li - New Jersey Institute of Technology, NJ
2C.4Accelerating 3D Vertical Resistive Memories with Opportunistic Write Latency Reduction
 Speaker: Wen Wen - Univ. of Pittsburgh, Pittsburgh, PA
 Authors: Wen Wen - Univ. of Pittsburgh, Pittsburgh, PA
Youtao Zhang - Univ. of Pittsburgh, Pittsburgh, PA
Jun Yang - Univ. of Pittsburgh, Pittsburgh, PA


* Indicates Best Paper Candidate