Anastasia Ailamaki will investigate the potentials of hardware/software co-design for efficient utilization of micro-architectural resources in collaboration with Huawei. Past research has shown that that DBMSs severely under-utilize their micro-architectural resources with more than 50% of the CPU cycles going for memory stalls and the number of retired instructions per cycle barely reaching one on machines that are able to retire four instructions per cycle. Pure software-level optimizations are not enough to fully exploit the micro-architectural resources. This under-utilization limits the performance of DBMSs and leads to poor energy efficiency. The goal of the project is to reconsider the design of OLTP systems by making the utilization of micro-architectural resources the highest priority so as to achieve high throughput, low latency, hardware utilization and better energy efficiency.
- Personalized and efficient streaming is now possible, say ESL researchers November 1, 2017
- Breaking The Code: A New Frontier October 25, 2017
- IC Researchers Scale New Frontiers in Computing October 18, 2017
- The Move Toward a Decentralized Internet October 11, 2017
- Trade-off Between Utility and Privacy: Is It Really Inevitable? October 4, 2017