Abstract: From its initial proposal, Quantum Computing (QC) has had captivating potential, and scientists have worked on advancing toward that potential. With well-known algorithms as motivation, and increasingly capable hardware devices, QC has now reached an interesting and important inflection point. The Algorithms-to-Devices gap in QC refers to the orders of magnitude difference between the quantity and quality of resources needed by QC algorithms, and what has been successfully built today. Computer science and engineering research can help QC systems close this gap, by develop the crucial intermediate tool flows and hybrid classical-quantum techniques that can move towards practical quantum utility. My talk will offer some recent advances in these topic areas. More broadly, I will advocate for the role that computer scientists and engineers must play in order for QC to reach its full potential.

Bio: Margaret Martonosi is the Hugh Trumbull Adams '35 Professor of Computer Science at Princeton University, where she has been on the faculty since 1994. Martonosi's research interests are in computer architecture and mobile computing. Her work has included the widely-used Wattch power modeling tool and the Princeton ZebraNet mobile sensor network project for the design and real-world deployment of zebra tracking collars in Kenya. Her current research focuses on computer architecture and hardware-software interface issues in both classical and quantum computing systems. From 2020 to 2024 she was Assistant Director of the Computer & Information Science & Engineering Directorate at the National Science Foundation. She was previously Director of the Princeton’s Keller Center for Innovation in Engineering Education, and an A. D. White Visiting Professor-at-Large at Cornell University. From 2015-2017 Martonosi was a Jefferson Science Fellow at the U.S. Department of State. Martonosi is a Fellow of IEEE and ACM, and a member of the American Academy of Arts and Science and the National Academy of Engineering. Her papers have received numerous long-term impact awards including: 2015 ISCA Long-Term Influential Paper Award, 2017 ACM SIGMOBILE Test-of-Time Award, 2017 ACM SenSys Test-of-Time Paper award, and the 2018 (Inaugural) HPCA Test-of-Time Paper award. Other notable awards include the 2018 IEEE Computer Society Technical Achievement Award, 2010 Princeton University Graduate Mentoring Award, the 2013 NCWIT Undergraduate Research Mentoring Award, the 2013 Anita Borg Institute Technical Leadership Award, and the 2015 Marie Pistilli Women in EDA Achievement Award. In addition to many archival publications, Martonosi is an inventor on seven granted US patents, and has co-authored two technical reference books on power-aware computer architecture. Martonosi completed her Ph.D. at Stanford University.

Zoom Link: https://cuboulder.zoom.us/j/95921973295