Wave Computing in the Cloud

Bingsheng He, Mao Yang, Zhenyu Guo, Rishan Chen, Wei Lin, Bing Su, Hongyi Wang, and Lidong Zhou


We introduce the new Wave model for exposing the temporal relationship among the queries in data-intensive distributed computing. The model defines the notion of query series to capture the recurrent nature of batched computation on periodically updated input streams. This seemingly simple concept captures a significant portion of the queries we observed in a production system. The recurring nature of the computation on the same steam opens up surprisingly significant opportunities for achieving better performance and higher resource utilization.


Publication typeInproceedings
Published inHotOS
> Publications > Wave Computing in the Cloud