論文募集 BDXCS@SCA/HPCAsia2026

[Tomohiro Ueno]

SWoPP MLの皆様

理化学研究所の上野と申します。お世話になっております。

本メーリングリストをお借りしまして、SCA/HPCAsia 2026に併設して開催される

The First International Workshop on Big Data eXploration, Compression and Systems (BDXCS 2026)

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皆様のご投稿をお待ちしております。

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BDXCS 2026: Call for Papers

The first international workshop on Big Data eXploration, Compression and Systems (BDXCS) is an international workshop held in conjunction with SCA/HPCAsia 2026, focusing on big data, data compression, and their associated systems.

- Workshop date and time: Afternoon (13:30 - 16:30) on January 26, 2026

- Workshop website: https://sites.google.com/view/bdxcs2026/home

- Paper submission link: https://ssl.linklings.net/conferences/HPCAsia/?page=Submit&id=SCAHPCAsia2026WSFirstInternationalWorkshoponBigDataeXplorationCompressionandSystemsBDXCSSubmission&site=scahpcasia2026

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Objectives

In addition to traditional applications, the rise of AI and cloud computing has significantly increased the volume of data processing and communication required in high-performance computing (HPC).

Efficient data analytics and data movement across distributed and parallel environments (e.g., the Internet, inter-node networks, and system interconnects) have become critical factors in determining the performance and energy efficiency of supercomputers, data centers, and cloud platforms.

This workshop aims to address key research challenges related to big data from multiple perspectives, including data exploration, data compression, and big data systems.

To tackle these challenges, the workshop will aim to explore practical and effective approaches to data analytics and mining, big data visualization, data integration, scalable data compression, and storage/processing systems for big data.

These investigations will consider both the characteristics of large-scale data workloads and the constraints of modern hardware architectures.

In particular, the workshop will emphasize optimization strategies for big data processing, adaptive and general-purpose compression techniques, and high-performance systems designed for high-throughput, low-latency, and hardware-efficient data operations.

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Scopes

- Big Data Exploration:

Data Analytics and Mining, Interactive Visualization and Visual Analytics, Data Integration and Fusion

- Big Data Compression:

Lossless and Lossy Data Compression, Compression Algorithms and Techniques, Compression and Analytics Integration, Compression/Reduction-conscious Architecture

- Big Data Systems:

Scalable and Distributed Systems, Performance and Optimization, Reliability, Privacy, and Security, Architecture and Middleware

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Publication

Accepted papers will be published together with SCA/HPCAsia 2026 proceedings.

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Important dates

Paper submission deadline: November 4, 2025 (Extended, AoE)

Notification of acceptance: November 19, 2025

Camera-ready paper deadline: December 15, 2025

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Workshop organizers

Tomohiro Ueno (RIKEN)

Sheng Di (Argonne National Laboratory)

Contact: tomohi...@riken.jp

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   Tomohiro Ueno, Ph. D. <上野 知洋>

   E-mail: tomohi...@riken.jp

   Research Scientist

   RIKEN Center for Computational Science

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