[hpc-announce] PERMAVOST 2026: Workshop on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn STrategy

[Zoya Masih]

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  Call for Papers: PERMAVOST 2026 (In conjunction with ACM HPDC 2026)
5th Workshop on Performance EngineeRing, Modelling, Analysis, and
VisualizatiOn STrategy
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Paper Submission Deadline: TBD
Author Notification: TBD
In conjunction with ACM HPDC 2026 (https://urldefense.us/v3/__https://hpdc.sci.utah.edu/2026/__;!!G_uCfscf7eWS!cbp1tpbEC4w5KH6dJBUQ8FHT08gq3Z2_1_YEk48edeyqeriAllMuhEjXQcTh1cB6maMxjnJ_bY3uSJ0aWoLGAtwuyJg$ )
<https://urldefense.us/v3/__https://hpdc.sci.utah.edu/2026/__;!!G_uCfscf7eWS!cbp1tpbEC4w5KH6dJBUQ8FHT08gq3Z2_1_YEk48edeyqeriAllMuhEjXQcTh1cB6maMxjnJ_bY3uSJ0aWoLGAtwuyJg$ >
Workshop date: May 26th, 2026 (in New Orleans, USA)
Webpage: https://urldefense.us/v3/__https://permavost.github.io/__;!!G_uCfscf7eWS!cbp1tpbEC4w5KH6dJBUQ8FHT08gq3Z2_1_YEk48edeyqeriAllMuhEjXQcTh1cB6maMxjnJ_bY3uSJ0aWoLGKeHjidY$ 
Submission page: TBD

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Workshop Abstract
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Modern software engineering is getting increasingly complicated. Especially
in the HPC field, we are dealing with cutting-edge infrastructure and novel
problems of unprecedented scale. The ability to monitor and analyze the
performance of such applications and infrastructure is imperative for the
future of improvement, design, and maintenance. In the current era, the
writing and maintenance of these applications has ceased to be the job
solely of computer scientists and has grown to encompass a wide variety of
experts in mathematics, science, and other engineering disciplines. The
fact that many developers from these disciplines have not received a formal
education in computer science and rely increasingly on the tools created by
computer scientists to analyze and optimize their code shows that there is
a need for a forum to work together.

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Workshop Overview
---------------------------
The Workshop on Performance EngineeRing, Modelling, Analysis, and
VisualizatiOn Strategy (PERMAVOST) goal is to bridge the gap between tool
developers and end users of performance analysis tools. It is a half-day
workshop with a keynote in conjunction with HPDC 2026. We are hoping that
the stakeholders, who are application developers, domain scientists,
analysts, and tools developers, can collaborate and build a bridge to fill
in the gaps in various topics, such as:

   - Key metrics, patterns, and performance pitfalls: Identifying
   strategies to recognize and leverage performance insights to enhance
   application efficiency.


   - Emerging challenges: Addressing issues arising from new computing
   architectures, programming paradigms, novel scientific problems, and the
   processing of data at varying scales.


   - Usability in performance tools: Exploring how modern usability design
   principles can be integrated into performance analysis tools to better
   support their users.


   - Broad-spectrum accessibility: Developing analysis methods and
   methodologies that cater to users with varying levels of HPC expertise

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Topics of Interest
----------------------
Our workshop encompasses the following topics of interest, but is not
limited to:

   - Performance analysis and modeling of real-world applications
   - Data visualization for performance analysis
   - Usability studies and user-centric design of HPC tools
   - Inefficiencies in programming patterns and computing architectures
   - Patterns, anomaly detection, and performance characterization in HPC
   applications
   - Performance engineering strategies, methodologies, and use cases
   - Human-computer interfaces for performance data exploration
   - Energy efficiency and management in performance analysis and
   engineering
   - Performance analysis in emerging HPC domains, including Artificial
   Intelligence, Machine Learning, Quantum Computing, Containers, and Cloud
   computing

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Important dates and further information will be announced soon.

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