Projects
Established:
Our goal is to enable data-driven farming. We believe that data, coupled with the farmer’s knowledge and intuition about his or her farm, can help increase farm productivity, and also help reduce costs. However, getting data from the farm is…
Established:
Post-Deployment Configuration Tuning of Services Made Easy Real-world application deployments have hundreds of inter-dependent configuration parameters, many of which significantly influence performance and efficiency. With today’s complex and dynamic services, operators need to continuously monitor and set the right configuration…
Designing and developing a system to improve the transparency of operations and monetary flow within the philanthropic sector, while also aiding the efficiency and productivity of NGOs.
Coyote provides developers a programming framework for confidently building reliable asynchronous software on the .NET platform.
Established:
We design algorithms to address the challenges of scaling ANNS for web and enterprise search and recommendation systems. Our goal is to build systems that serve trillions of points in a streaming setting cost effectively.
Keratoconus is a severe eye disease affecting the cornea (the clear, dome-shaped outer surface of the eye), causing it to become thin and develop a conical bulge. If not treated in time, keratoconus can lead to near-complete blindness. The diagnosis…
Aggify is a technique for optimizing loops over query results that overcomes these overheads, completely eliminating the loop by rewriting the query to use this generated aggregate.
Established:
Instalytics (Intelligent Store-powered Analytics) is a vertically integrated infrastructure stack that enables efficient big data analytics in large-scale data centers, by careful co-design of the storage layer (cluster file system) with the compute layer (query engine and job scheduler).
Consider the following scenario: two hospitals, each having sensitive patient data, must compute statistical information about their joint data. Privacy regulations forbid them from sharing data in the clear with any entity. So, can they compute this information while keeping…