What is it about?
DECICE is a Horizon Europe project that is developing an AI-enabled open and portable management framework for automatic and adaptive optimization and deployment of applications in computing continuum encompassing from IoT sensors on the Edge to large-scale Cloud / HPC computing infrastructures.
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Why is it important?
While cloud and edge computing do share some characteristics, there are also characteristics and features that make edge computing unique. Placing computational resources in the proximity of users or data sources reduces latency and data transport and can even prevent shipping of sensitive data. Due to inter-dependencies between distributed components and the potentially high level of heterogeneity of the compute, storage, and network resources, the scheduling of these resources becomes a huge challenge. To overcome these challenges, new approaches are necessary that include the utilization of AI methods to facilitate timely resource allocation decisions for complex systems with thousands of nodes.
Perspectives
This publication proposes an AI-based intelligent solution for optimal use of resources in computing continuum that comprises from small devices at the edge to large-scale computers on the cloud.
Sabri PLLANA
Forschung Burgenland
Read the Original
This page is a summary of: DECICE, May 2023, ACM (Association for Computing Machinery),
DOI: 10.1145/3587135.3592179.
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