7 citations · 8 across the 3 of their papers we have counts for
3 papers
C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting
Shane Bergsma, Timothy Zeyl, Javad Rahimipour Anaraki +1
We present coarse-to-fine autoregressive networks (C2FAR), a method for modeling the probability distribution of univariate, numeric random variables. C2FAR generates a hierarchica…
Capacity Allocation for Clouds with Parallel Processing, Batch Arrivals, and Heterogeneous Service Requirements
Eugene Furman, Arik Senderovich, Shane Bergsma +1
Problem Definition: Allocating sufficient capacity to cloud services is a challenging task, especially when demand is time-varying, heterogeneous, contains batches, and requires mu…
Gridiron: A Technique for Augmenting Cloud Workloads with Network Bandwidth Requirements
Nodir Kodirov, Shane Bergsma, Syed M. Iqbal +3
Cloud applications use more than just server resources, they also require networking resources. We propose a new technique to model network bandwidth demand of networked cloud appl…