Discovery Projects - Grant ID: DP200100005

Funding Activity

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Funded Activity Summary

Resource Allocation for High-Volume Streaming Data in Data Centers. Almost all chip vendors are producing new hardware accelerators by combining several units into a single main-board, and therefore making the execution of parallel and distributed run-time primitives not efficient/scalable. This project aims to develop innovative ways to building incremental and iterative computations over massive data sets in a cluster of heterogeneous systems. This will provide a significant reduction of performance bottlenecks when running heavily distributed data-driven applications. Expected outcomes will include resource management algorithms that optimise performance at large scale. The project will benefit many areas, including running stateful iterative stream-based data-analysis applications in data centres.

Funded Activity Details

Start Date: 01-10-2020

End Date: 31-10-2023

Funding Scheme: Discovery Projects

Funding Amount: $375,000.00

Funder: Australian Research Council