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List of works by Suren Byna

AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI

scientific article published on 24 August 2024

AMRZone: A Runtime AMR Data Sharing Framework for Scientific Applications

ArrayUDF

Data Elevator: Low-Contention Data Movement in Hierarchical Storage System

Detecting atmospheric rivers in large climate datasets

article published in 2011

Expediting scientific data analysis with reorganization of data

scholarly article published September 2013

Exploring memory hierarchy and network topology for runtime AMR data sharing across scientific applications

Heavy-tailed distribution of parallel I/O system response time

ION: Navigating the HPC I/O Optimization Journey using Large Language Models

scientific article published on 27 June 2024

In Situ Storage Layout Optimization for AMR Spatio-temporal Read Accesses

Model-Driven Data Layout Selection for Improving Read Performance

Optimizing fastquery performance on lustre file system

article published in 2013

Parallel I/O, analysis, and visualization of a trillion particle simulation

scholarly article published November 2012

Parallel In Situ Detection of Connected Components in Adaptive Mesh Refinement Data

Parallel data analysis directly on scientific file formats

Parallel query evaluation as a Scientific Data Service

Resolution dependence of precipitation statistical fidelity in hindcast simulations

article

SDS

SDS-Sort

Scientific data services

Security for the scientific data services framework

Simplifying index file structure to improve I/O performance of parallel indexing

Spatially clustered join on heterogeneous scientific data sets

TECA: A Parallel Toolkit for Extreme Climate Analysis

TECA: Petascale Pattern Recognition for Climate Science

article

Usage Pattern-Driven Dynamic Data Layout Reorganization

Welcome to 2023 HDF5 User Group (HUG) meeting

Welcome to 2024 HDF5 User Group (HUG) meeting

Why high performance visual data analytics is both relevant and difficult

article published in 2013