Supervised learning deals with the inference of a distribution over an output or label space $\CY$ conditioned on points in an observation space $\CX$, given a training dataset $D$...
— The influence of interconnects on processor performance and cost is becoming increasingly pronounced with technology scaling. In this paper, we present a fast compression sche...
Jiangjiang Liu, Krishnan Sundaresan, Nihar R. Maha...
Distributed storage systems employ replicas or erasure code to ensure high reliability and availability of data. Such replicas create great amount of network traffic that negative...
In profiling, a tradeoff exists between information and overhead. For example, hardware-sampling profilers incur negligible overhead, but the information they collect is consequen...
Tipp Moseley, Alex Shye, Vijay Janapa Reddi, Dirk ...
We present a novel adaptive synchronization algorithm, called the minimum average cost (MAC) algorithm, in the context of the ParaSol parallel simulation system. ParaSol is a mult...