The Sparrow project introduces a distributed cluster scheduling architecture which supports ultra-high throughput, low latency task scheduling. By supporting very low-latency tasks (and their associated high rate of task turnover), Sparrow enables a new class of cluster applications which analyze data at unprecedented volume and speed. The Sparrow project is under active development and maintained in our public github repository.