84 citations · 90 across the 3 of their papers we have counts for
3 papers
Whiz: A Fast and Flexible Data Analytics System
Robert Grandl, Arjun Singhvi, Raajay Viswanathan +1
Today's data analytics frameworks are compute-centric, with analytics execution almost entirely dependent on the pre-determined physical structure of the high-level computation. Re…
Do the Hard Stuff First: Scheduling Dependent Computations in Data-Analytics Clusters
Robert Grandl, Srikanth Kandula, Sriram Rao +2
We present a scheduler that improves cluster utilization and job completion times by packing tasks having multi-resource requirements and inter-dependencies. While the problem is a…
Stratos: A Network-Aware Orchestration Layer for Virtual Middleboxes in Clouds
Aaron Gember, Anand Krishnamurthy, Saul St. John +6
Enterprises want their in-cloud services to leverage the performance and security benefits that middleboxes offer in traditional deployments. Such virtualized deployments create ne…