61 citations · 68 across the 4 of their papers we have counts for
4 papers
Polynomial Histograms for Memory-Efficient Representation of Long-tailed System Distributions
Murray Stokely, Tim Hesterberg, Arif Merchant +1
Distributed systems must frequently keep track of many different types of performance metrics across many different computers. For example, the latency distribution of certain oper…
Shaved Ice: Optimal Compute Resource Commitments for Dynamic Multi-Cloud Workloads
Murray Stokely, Neel Nadgir, Jack Peele +1
Cloud providers have introduced pricing models to incentivize long-term commitments of compute capacity. These long-term commitments allow the cloud providers to get guaranteed rev…
Using a Market Economy to Provision Compute Resources Across Planet-wide Clusters
Murray Stokely, Jim Winget, Ed Keyes +2
We present a practical, market-based solution to the resource provisioning problem in a set of heterogeneous resource clusters. We focus on provisioning rather than immediate sched…
RProtoBuf: Efficient Cross-Language Data Serialization in R
Dirk Eddelbuettel, Murray Stokely, Jeroen Ooms
Modern data collection and analysis pipelines often involve a sophisticated mix of applications written in general purpose and specialized programming languages. Many formats commo…