November 18th, 2024 @ Atlanta, Georgia, USA
https://drbsd.github.io

Important dates

Full papers due: August 16, 2024
Notification due: September 6, 2024
Camera-ready final paper due: September 27, 2024
Deadlines are Anywhere on Earth (AoE)

DRBSD-10 is organized in conjunction with SC'24.

The Call for Papers for the 10th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD-10) is now open, with a submission deadline of August 16, 2024 (AoE). DRBSD is a prestigious workshop in scientific data reduction and analysis, and quite a few outstanding works have been published in this workshop for years.

Topics of interest include but are not limited to:

• Data reduction methods for scientific data
  ° Data deduplication methods
  ° Motif-specific methods (structured and unstructured meshes, particles, tensors, ...)
  ° Methods with accuracy guarantees
  ° Feature/QoI-preserving reduction
  ° Optimal design of data reduction methods
  ° Compressed sensing and singular value decomposition
• Metrics to measure reduction quality and provide feedback
• Data analysis and visualization techniques that take advantage of the reduced data
  ° AI/ML methods
  ° Surrogate/reduced-order models
  ° Feature extraction
  ° Visualization techniques
  ° Artifact removal during reconstruction
  ° Methods that take advantage of the reduced data
• Data analysis and reduction co-design
  ° Methods for using accelerators
  ° Accuracy and performance trade-offs on current and emerging hardware
  ° New programming models for managing reduced data
  ° Runtime systems for data reduction
• Large-scale code coupling and workflows
• Experience of applying data reduction and analysis in practical applications or use-cases
  ° State of the practice
  ° Application use-cases which can drive the community to develop MiniApps

Submission

Papers should be submitted electronically on the SC Submission Website.
https://submissions.supercomputing.org

Paper submission must be in IEEE format.
http://www.ieee.org/conferences_events/conferences/publishing/templates.html

DRBSD-10 will accept full papers (10 pages, including references and appendix), and short papers (6 pages, excluding references and appendix).

Submitted papers will be evaluated by at least three reviewers based on technical merits.