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Integrating Machine Learning for Enhanced Cross-Layer Security and Reliability in Hardware and Cyber-Physical Systems

EH 2430 Engineering Hall, University of California, Irvine, Irvine, CA, United States

Name: Rozhin Yasaei Chair: Mohammad Al Faruque Date: May 24, 2023 Time: 3:00 PM Location: EH 2430-Harut Barsamian Committee: Fadi Kurdahi, Zhou Li Title: Integrating Machine Learning for Enhanced Cross-Layer Security and Reliability in Hardware and Cyber-Physical Systems Abstract: This Ph.D. thesis presents a comprehensive investigation into addressing security and reliability challenges in hardware design […]

Self-aware Memory Management for Emerging Energy-Efficient Architectures

DBH 3011 Donald Bren Hall University of California, Irve, Irvine, CA, United States

Name: Biswadip (Deep) MaityChair: Nikil Dutt Date: July 6, 2023 Time: 9:00 AM Location: DBH 3011 Committee: Fadi Kurdahi, Nalini Venkatasubramanian Title: Self-aware Memory Management for Emerging Energy-Efficient Architectures Abstract: The ever-increasing demands of data-intensive applications have presented significant challenges in memory performance and energy efficiency. Traditional approaches to memory management, relying on workload-specific optimizations […]

“Requirements and Applications of Cloud-based Services within the Automotive Edge”

EH 2430 Engineering Hall, University of California, Irvine, Irvine, CA, United States

Speaker: Prof. Dr. Achim Rettberg Date and Time: Friday, July 14th, 10:00am Location: EH 2430 Abstract: The architectures in today's vehicles are usually still based on decentralized or domain-centric architecture concepts that place a strong focus on individual control units. New applications and services, which may only be used or required temporarily, are very difficult to implement with […]

“An Integrated Environment for Modeling and Deploying Digital Twins”

EH 2430 Engineering Hall, University of California, Irvine, Irvine, CA, United States

Speaker: Charles Steinmetz Date and Time: Friday, July 14th, 11:00am Location: EH 2430 Abstract: The Digital Twin (DT) has been the focus of researchers from academia and industry in the last few years. It is one of the key enablers of the current and next industrial revolutions, such as Industry 4.0, Industry 5.0, and Metaverse. The idea of […]

“Capstone: A Capability-based Foundation for Trustless Secure Memory Access”

EH 2430 Engineering Hall, University of California, Irvine, Irvine, CA, United States

Speaker: Jason Zhijingcheng Yu Date and Time: Monday, August 7th, 11:00 am Location: EH 2430 Abstract: Capability-based memory isolation is a promising new architectural primitive. Software can access lowlevel memory only via capability handles rather than raw pointers, which provides a natural interface to enforce security restrictions. Existing architectural capability designs such as CHERI provide spatial safety […]

Pareto Exploration Methodology for Future Logic Technology Options in Domain-Specific Processors

EH 2430 Engineering Hall, University of California, Irvine, Irvine, CA, United States

Scaling of Si-CMOS based logic processor circuits is hitting limits on application-level performance (throughput and latency), dynamic and leakage power, and even cost characteristics. For that reason, several researchers have started to study alternatives based on so-called beyond CMOS devices.

Human-Centered Visual Computing: Harnessing Symbiosis Between Computer Architecture, Imaging, and Biological Perception

EH 2430 Engineering Hall, University of California, Irvine, Irvine, CA, United States

Title: Human-Centered Visual Computing: Harnessing Symbiosis Between Computer Architecture, Imaging, and Biological Perception Speaker: Dr. Yuhao Zhu Date and Time: Thursday, October 12th, 11:00 am Location: EH 2430 Abstract: Emerging platforms such as Augmented Reality (AR), Virtual Reality (VR), and autonomous machines, while are of a computing nature, intimately interact with both the environment and humans. […]

Fadi Kurdahi Won Service Recognition Award

Professor Fadi Kurdahi won Service Recognition Award for serving as Associate Dean at the Henry Samueli School of Engineering. Congrats Prof. Kurdahi!

Trier Mortlock Won ARC Excellence Award

Trier Mortlock won the Excellence Award from The Automotive Research Center (ARC) for demonstrated exemplary service to ARC students in the field of electrical and computer engineering. Congrats Mortlock!

Mohammad Odema Received Best Paper Nomination at DATE 2023

Mohammad Odema Received Best Paper Nomination at Design Automation and Test in Europe (DATE) 2023 for project title: "HADAS:  Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling." Congrats Odema!

Mohsen Imani Won Young Faculty Award

Assistant Professor Mohsen Imani won the Young Faculty Award from Defense Advanced Research Projects Agency to recognize Prof. Imani as a “rising star” in research positions, supporting his work in the context of national security needs. Congrats Prof. Mohsen!