HPC User Site Census: Visualization and Image Analysis

November 19, 2019|Addison Snell, Christopher G. Willard Ph.D., Laura Segervall

EXECUTIVE SUMMARY

Intersect360 Research surveyed the High Performance Computing (HPC) user community to complete its eleventh Site Census study. The study is a look at their
current computer system installations, storage systems, networks, middleware, and application software supporting these computer installations. This
report provides a detailed examination of visualization and image analysis applications named in the Site Census survey. Our goal in this analysis
is to provide an overview of the visualization and image analysis applications space, including the breadth of applications and those that are most
commonly used.

Our Site Census survey results can be found in many reports, including the following:

HPC System Configurations and Technologies
HPC System Vendors Installed
HPC Storage Configurations and Technologies
HPC Storage Vendors Installed
HPC Networking Technologies
HPC Processing Technologies (Including Accelerators)
HPC Operating System Installations
HPC Middleware and Tool Installations
HPC Application Installations (segmented into application domains):
- Biosciences
- Business: Business intelligence, analytics, pattern recognition, ERP, CRM, security, complex event processing, general business
- Chemistry
- Computational Fluid Dynamics (CFD)
- Engineering: Structural analysis, electronic design automation (EDA), general engineering
- Finance and economics
- Geophysics
- Physics
- Scientific research
- Visualization and image analysis
- Weather modeling, climate modeling, environment modeling

Visualization is used in a range of industries and domains for understanding the models and simulations powered by HPC. In many of these areas, specific
image analysis tools are also deployed, to have computer-aided analysis of the complex images generated. Image analysis specifically is an area that
is being revolutionized by advancements in machine learning, which is having a large impact in HPC environments. Visualization (including image analysis)
is the seventh-most cited application domain in our most recent Site Census survey analysis, with 132 (5.4%) of the 2,466 mentions. Visualization is
an area in which ISV applications, in-house applications, and open-source applications all appear regularly, with nearly even distribution.

TABLE OF CONTENTS

INTRODUCTION

Methodology

Total Responses

Table 1: HPC User Site Census Responses for Application Analysis

HPC APPLICATION USAGE: VISUALIZATION AND IMAGE ANALYSIS

Figure 1: HPC User Site Census Applications by Domain

Figure 2: Source of Visualization and Image Analysis Applications (Open-Source, In-House, ISV)

Figure 3: Source of Visualization and Image Analysis Applications, by Sector

Table 2: Top Reported Visualization and Image Analysis Applications

INTERSECT360 RESEARCH ANALYSIS

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