-
Toward a Better Understanding and Evaluation of Tree Structures on Flash SSDs
Solid-state drives (SSDs) are extensively used to deploy persistent data...
06/08/2020 ∙ by Diego Didona, et al. ∙
0
∙
share
read it
-
Compiling Neural Networks for a Computational Memory Accelerator
Computational memory (CM) is a promising approach for accelerating infer...
03/05/2020 ∙ by Kornilios Kourtis, et al. ∙
0
∙
share
read it
-
Safe and Efficient Remote Application Code Execution on Disaggregated NVM Storage with eBPF
With rapid improvements in NVM storage devices, the performance bottlene...
02/25/2020 ∙ by Kornilios Kourtis, et al. ∙
0
∙
share
read it
-
Cichlid: Explicit physical memory management for large machines
In this paper, we rethink how an OS supports virtual memory. Classical V...
11/19/2019 ∙ by Simon Gerber, et al. ∙
0
∙
share
read it
-
Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle
Distributed machine learning training is one of the most common and impo...
09/11/2019 ∙ by Michael Kaufmann, et al. ∙
0
∙
share
read it
-
Elastic CoCoA: Scaling In to Improve Convergence
In this paper we experimentally analyze the convergence behavior of CoCo...
11/06/2018 ∙ by Michael Kaufmann, et al. ∙
0
∙
share
read it
-
Parallel training of linear models without compromising convergence
In this paper we analyze, evaluate, and improve the performance of train...
11/05/2018 ∙ by Nikolas Ioannou, et al. ∙
0
∙
share
read it
-
Elevating commodity storage with the SALSA host translation layer
To satisfy increasing storage demands in both capacity and performance, ...
01/17/2018 ∙ by Nikolas Ioannou, et al. ∙
0
∙
share
read it
