50 episodes

Leaders from industry, government and academia address progress in energy efficiency technologies, commercialization and policy at the UC Santa Barbara Institute for Energy Efficiency’s yearly summit.

Summit on Energy Efficiency (Audio‪)‬ UCTV

    • Education

Leaders from industry, government and academia address progress in energy efficiency technologies, commercialization and policy at the UC Santa Barbara Institute for Energy Efficiency’s yearly summit.

    High-Performance Training and Inference on GPUs for NLP Models with Lei Li

    High-Performance Training and Inference on GPUs for NLP Models with Lei Li

    Lei Li is an assistant professor in Computer Science Department at University of California Santa Barbara. His research interest lies in natural language processing, machine translation, and AI-powered drug discovery. He received his B.S. from Shanghai Jiao Tong University and Ph.D. from Carnegie Mellon University. Series: "Institute for Energy Efficiency" [Science] [Show ID: 38476]

    • 11 min
    AI Cluster Trends with Robert Ober

    AI Cluster Trends with Robert Ober

    Rob Ober is Chief Platform Architect of NVIDIA’s data center products, and works with global Hyperscales to architect AI and Deep Learning clusters, develop systems and platform architecture, and influence NVIDIA hardware and software platform roadmaps. His background is in processor and system architecture, with experience in networking, storage, memories, and wireless. Rob has over 40 international patents in processor architecture, low power design, storage, networks, wireless, and mobile devices. Series: "Institute for Energy Efficiency" [Science] [Show ID: 38472]

    • 18 min
    Compiler and Runtime Support for Exploring AI-GPU Acceleration with Yufei Ding

    Compiler and Runtime Support for Exploring AI-GPU Acceleration with Yufei Ding

    Yufei Ding joined the Department of Computer Science (with a joint appointment in the Department of Electrical & Computer Engineering), University of California at Santa Barbara as an Assistant Professor in Nov 2017. Her research interests lie in the broad fields of domain-specific language design, architecture and compiler optimization, and hardware acceleration. Her current research focuses on building high-performance, energy-efficient, and high-fidelity programming frameworks for emerging technologies such as quantum computing, machine learning, and deep learning. Series: "Institute for Energy Efficiency" [Science] [Show ID: 38474]

    • 17 min
    Problems Faced by Data Centers Today and Future Needs with Katharine Schmidtke

    Problems Faced by Data Centers Today and Future Needs with Katharine Schmidtke

    Katharine E. Schmidtke received a B.Sc. Degree in physics and mathematics from Keele University, UK, in 1989 and Ph.D in laser physics and non-linear optics from the University of Southampton in 1993. She went on to do post-doctoral research in epitaxial growth of non-linear optical materials at Stanford University, CA, USA. She has a 25-year career in the optical communications industry including roles at Finisar, JDS Uniphase and New Focus. For the past 7 years she has worked at Facebook, Menlo Park, CA where she has driven the technology strategy for data center optical interconnects. She is currently Director of Sourcing for ASICS and Custom Silicon focused on AI/ML applications. Dr. Schmidtke is a fellow of the Optical Society of America and has been an invited speaker and served on committees for numerous international conferences, including Optical Fiber Communication Conference (OFC) European Conference on Communications (ECOC) and the Optical Interconnects Conference. Series: "Institute for Energy Efficiency" [Science] [Show ID: 38480]

    • 20 min
    Building Operations Decarbonization with Dan Nall

    Building Operations Decarbonization with Dan Nall

    Dan Nall is a professional engineer, a registered architect, an ASHRAE and an AIA Fellow, a LEED Fellow, an ASHRAE Certified Building Energy Modeling Professional, a certified High Performance Building Design Professional and a Certified Passive House Consultant. He is currently a member of the ASHRAE Task Force for Building Decarbonization, is Chair of ASHRAE Standards Project Committee 227P, the Passive Building Design Standard, and is a member of the Commercial Buildings Working Group of the New York City Local Law 97 (Building Carbon Emissions Limitation) Advisory Group. He has been involved in building energy efficiency and HVAC engineering for 45 years. Series: "Institute for Energy Efficiency" [Science] [Show ID: 38478]

    • 39 min
    Performance by Design with Martin Fischer

    Performance by Design with Martin Fischer

    Martin Fischer is the Kumagai Professor of Engineering at Stanford University and directs the Center for Integrated Facility Engineering. He is known globally for his work and leadership in developing and applying digital methods to increase the productivity of construction project teams, enhance building performance, and create new strategic opportunities for firms in the construction industry. His award-winning research results have been used operationally and strategically by many industrial and government organizations around the world. He has co-authored the book “Integrating Project Delivery” published by Wiley in 2017, written over 100 refereed journal articles and book chapters, and given over 100 keynote lectures on his research. His work has been recognized by the ASCE Peurifoy Construction Research Award and with elections to the National Academy of Construction in the US and the Royal Academy of Engineering Sciences in Sweden.
    Series: "Institute for Energy Efficiency" [Science] [Show ID: 38479]

    • 52 min

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