Call for Papers |
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IWBDR 2023 is organized in conjunction with IEEE BigData 2023
The Call for Papers for IWBDR 2023 is now open, with a submission deadline of October 1, 2023 (AoE). IWBDR is a prestigious workshop in big data reduction and analysis. 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. 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, e.g., structured/unstructured meshes, particles, tensors * Accuracy-guarantee data reduction methods * Optimal design of data reduction methods * Data reduction challenges and solutions in observational and experimental environments * Mathematical methods with robustly estimable or provable error bounds for both data and quantities of interest * Metrics and infrastructures to evaluate reduction methods and assess quality/fidelity of reduced data * Uncertainty quantification for reduction methods/models/representations * 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 * Resource-constrained and/or time-constrained data reduction methods * Software, tools, and programming models for managing reduced data * Runtime systems and supports for data reduction * Development of composable data reduction pipelines/workflows * Automation of data reduction in scientific workflows * Data reduction challenges and solutions in observational and experimental environments Proceedings All papers accepted for this workshop will be published in the Workshop Proceedings of IEEE Big Data Conference, made available in the IEEE eXplore digital library. Submission Instructions Submissions are required to be within 6 pages for short paper or 10 pages for full paper (including references). Submission link: https://wi-lab.com/cyberchair/2023/bigdata23/scripts/submit.php?subarea=S38&undisplay_detail=1&wh=/cyberchair/2023/bigdata23/scripts/ws_submit.php |
Summary |
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IWBDR 2023 : The Fourth International Workshop on Big Data Reduction will take place in Sorrento, Italy & Virtual. It’s a 4 days event starting on Dec 15, 2023 (Friday) and will be winded up on Dec 18, 2023 (Monday). IWBDR 2023 falls under the following areas: BIG DATA, SCIENTIFIC DATA, DATA REDUCTION, HIGH-PERFORMANCE COMPUTING, etc. Submissions for this Workshop can be made by Oct 1, 2023. Authors can expect the result of submission by Nov 1, 2023. Upon acceptance, authors should submit the final version of the manuscript on or before Nov 20, 2023 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 2023
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Credits and Sources |
| [1] IWBDR 2023 : The Fourth International Workshop on Big Data Reduction |
