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Online Learning for Orchestrating Deep Learning Inference at Edge

DBH 2011 Donald Bren Hall University of California, Irve, Irvine, CA, United States

Name: Sina ShahhosseiniChair: Nikil Dutt Date: February 22, 2023 Time: 10:30 AM Location: 2011 DBH Committee: Amir Rahmani, Fadi Kurdahi Title:  Online Learning for Orchestrating Deep Learning Inference at Edge Abstract:  Deep-learning-based intelligent services have become prevalent in cyber-physical applications including smart cities and health-care. Resource-constrained end-devices must be carefully managed in order to meet the […]

Cross-Layer Attacks and Defenses in the Cyber-Physical System (CPS)

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

Name: Anomadarshi Barua Chair: Mohammad Abdullah Al Faruque Date: May 1, 2023 Time: 12 PM - 2 PM Location: EH 2430-Harut Barsamian Committee: Pramod P Khargonekar, Zhou Li Title: Cross-Layer Attacks […]

Context-Aware and Energy-Efficient Autonomous Systems

ISEB 1200 Interdisciplinary Science and Engineering Building University of California, Irve, Irvine, CA, United States

Name: Arnav Malawade Chair: Mohammad Al Faruque Date: May 5, 2023 Time: 3:30 PM Location: ISEB 1200 Committee: Marco Levorato, Yasser Shoukry Title:  Context-Aware and Energy-Efficient Autonomous Systems Abstract: Autonomous systems (AS) are […]

Graph Learning for Robust Embedded and Cyber-Physical Systems

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

Name: Shih-Yuan Yu Chair: Mohammad Al Faruque Date: May 22, 2023 Time: 9:00 AM - 11:00 AM Location: EH 2430 Committee: Pramod Khargonekar, Yanning Shen Title: Graph Learning for Robust […]

Reasoning About Emergent Behaviors at Runtime

DBH 4011 Donald Bren Hall, University of California, Irvine, Irvine, CA, United States

Name: Caio Batista de Melo Chair: Nikil Dutt Date: May 23, 2023 Time: 2:00 PM Location: DBH 4011 Committee: Fadi Kurdahi, Tony Givargis Title: Reasoning About Emergent Behaviors at Runtime […]

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: […]

Towards Finding the Optimization Potential of Fine-Grained Locks

ISEB 1010 Interdisciplinary Science and Engineering Building, University of California, Irvie, CA, United States

Name:  Ahmad Nahian Chair: Professor Brian Demsky Date: November 30, 2023 Time:  9:30 AM Location: ISEB 1010 Committee: Professor Rainer Doemer, Professor Quoc-Viet Dang Title: Towards Finding the Optimization Potential […]

Deep Latent Variable Modeling of Physiological Signals

DATE/TIME: Friday, May 24th, 9:30 am
SPEAKER: PhD Candidate Khuong An Vo
A deep latent variable model is a powerful tool for modeling complex distributions. These models assume that underlying structures, but unobserved, are present within the data. In this dissertation, we explore high-dimensional problems related to physiological monitoring using latent variable models.