X-ray computed tomography (XCT) is used regularly at synchrotron light sources to study the internal morphology of materials at high resolution. However, experimental constraints, such …
Traditional scientific and emerging data analytics applications require fast, power-efficient, large, and persistent memories. Combining all these characteristics within a single memory …
Stream analytics has an insatiable demand for memory and performance. Emerging hybrid memories combine commodity DDR4 DRAM with 3D-stacked High Bandwidth Memory …
J Lüttgau, M Kuhn, K Duwe, Y Alforov… - Supercomputing …, 2018 - centaur.reading.ac.uk
In current supercomputers, storage is typically provided by parallel distributed file systems for hot data and tape archives for cold data. These file systems are often compatible with …
This work extends our previous research entitled “MemXCT: Memory-centric X-ray CT Reconstruction with Massive Parallelization” that was originally published at SC19 …
Q Yang - United States, 2017 - knowledge.uchicago.edu
Approximate Bayesian Computation (ABC) enables statistical inference in simulatorbased models whose likelihoods are difficult to calculate but easy to simulate from. ABC constructs …
High-bandwidth memory (HBM) gives an additional opportunity for hardware performance benefits. The high available bandwidth compared to regular DRAM allows execution of …
Z Wang, H Huang, J Zhang, G Alonso - arXiv preprint arXiv:2005.04324, 2020 - arxiv.org
FPGAs are starting to be enhanced with High Bandwidth Memory (HBM) as a way to reduce the memory bandwidth bottleneck encountered in some applications and to give the FPGA …
Energy consumption of processors and memories is quickly becoming a limiting factor in the deployment of large computing systems. For this reason, it is important to understand the …