Research talk: SPTAG++: Fast hundreds of billions-scale vector search with millisecond response time
Current state-of-the-art vector approximate nearest neighbor search (ANNS) libraries mainly focus on how to do fast high-recall search in memory. However, extremely large-scale vector search scenarios present certain challenges. For example, hundreds of billions of…
Panel: Ecosystem resiliency for consumer goods
The consumer goods industry has been disrupted by personalization of retail, automation of the supply chain, digitization of upstream production, and changing consumer preferences on issues such as sustainability and transparency. In this session we…
Research talk: Cloud networking for a post-Moore’s Law era
Emerging cloud workloads like large-scale AI and new system drivers like hardware accelerators and resource disaggregation will require significantly higher bandwidth, lower latency and higher reliability than today’s applications. It will be very hard to…
Plenary: Industrial Research in the 21st Century
Peter Lee, CVP of Research and Incubations at Microsoft, opens Research Summit with some reflections on the curiosity that animates us as researchers, the role of computer science in advancing all the sciences, and the…
Panel: Space systems and next-generation telecommunications
00:00 Introduction The Space and Telecommunications industries are undergoing a massive transformation. With the advent of LEO satellites, powerful computing resources, and innovative sensors, satellite networks are enabling new connectivity and intelligence applications. Similarly, 5G…
Opening remarks: Cloud Intelligence/AIOps
Cloud computing platforms have become part of the basic infrastructure of the world, bringing unprecedented opportunities of digital transformation to business, society, and human life. The AIOps & Cloud Intelligence track brings together researchers from…