Scott Klasky

Highlights

Example validations of key physics measurements compared to XGC-only reference simulation

Computational Whole Device Modeling (WDM) is a critical need for understanding next-generation fusion experiments such as ITER, whose range of operating conditions are not achievable today. The…

An artist rendering of the SKA’s low-frequency, cone-shaped antennas in Western Australia. Credit: SKA Project Office.

This work presents a workflow for simulating and processing the full-scale low-frequency telescope data of the Square Kilometre Array (SKA) Phase 1. The SKA project will enter the construction phase…

Total time per step to render and composite an image, both in-transit and in-line.

This study considers time-to-solution for two in situ visualization paradigms: in-line and in-transit. It is a follow-on work to two previously published studies. The first study [1] considered time-…

Estimating Lossy Compressibility of Scientific Data Using Deep Neural Networks Computer Science and Mathematics ORNL

We extract two types of features that impact the overall compression performance: the statistics of data to measure the smoothness of data which is a primary indicator of compressibility and…

Scaling performance graph of in-line and in-transit use cases.

With this work we looked at the overheads of in-transit and in-line visualization at various scales. We demonstrate that in-transit techniques can provide not only a time savings when doing…

GTC using ADIOS on Summit, can reach near-peak performance, 2.2 TB.

The GTC CAAR code uses POSIX I/O natively that imposes significant challenges in obtaining highly performance I/O and overall management of data. As part of the RAPIDS SCIDAC project, ADIOS was…

Query processing time with an S3D data set

In this paper, we design a query interface for ADIOS to allow arbitrary combinations of range conditions on known variables, implement a number of different mechanisms for resolving these selection…