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IWBDR 2020 : International Workshop on Big Data Reduction

Atlanta, GA

Event Date:	December 10, 2020 - December 10, 2020
Submission Deadline:	October 09, 2020
Notification of Acceptance:	November 06, 2020
Camera Ready Version Due:	November 16, 2020

About

There are at least three significant research topics that the community is striving to answer: (1) whether several orders of magnitude of data reduction is possible for extreme-scale sciences; (2) understanding the trade-off between the performance and accuracy of data reduction; and (3) solutions to effectively reduce data size while preserving the information inside the big datasets.

The goal of this workshop is to provide a focused venue for researchers in all aspects of data reduction in all related communities to present their research results, exchange ideas, identify new research directions, and foster new collaborations within the community.

Call for Papers

Topics of Interest

The focus areas for this workshop include, but are not limited to:

Data reduction techniques for big data issues in high-performance computing (HPC), cloud computing, Internet-of-Things (IoT), edge computing, machine learning and deep learning, and other big data areas:
- Lossy and lossless compression methods
- Approximate computation methods
- Compressive/compressed sensing methods
- Tensor decomposition methods
- Data deduplication methods
- Domain-specific methods, such as structured and unstructured meshes, particles, tensors
- Accuracy-guarantee data reduction methods
- Optimal design of data reduction methods
Metrics and infrastructures to evaluate reduction methods and assess fidelity of reduced data
Benchmark applications and datasets for big data reduction
Data analysis and visualization techniques leveraging reduced data
Characterizing the impact of data reduction techniques on applications
Hardware-software co-design of data reduction
Trade-offs between accuracy and performance on emerging computing hardware and platforms
Software, tools, and programming models for managing reduced data
Runtime systems and supports for data reduction
Data reduction challenges and solutions in observational and experimental environments

Summary

IWBDR 2020 : International Workshop on Big Data Reduction will take place in Atlanta, GA. It’s a 1 day event starting on Dec 10, 2020 (Thursday) and will be winded up on Dec 10, 2020 (Thursday).

IWBDR 2020 falls under the following areas: BIG DATA, etc. Submissions for this Workshop can be made by Oct 09, 2020. Authors can expect the result of submission by Nov 06, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Nov 16, 2020 to the official website of the Workshop.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the IWBDR 2020

Short Name: IWBDR 2020
Full Name: International Workshop on Big Data Reduction
Timing: 09:00 AM-06:00 PM (expected)
Fees: Check the official website of IWBDR 2020
Event Type: Workshop
Website Link: https://iwbdr.github.io/iwbdr20/
Location/Address: Atlanta, GA

Credits and Sources

[1] IWBDR 2020 : International Workshop on Big Data Reduction