D4.5 COGNIT Serverless Platform - Scientific Report

COGNIT is an AI-enabled Adaptive Serverless Framework for the Cognitive Cloud-Edge Continuum that enables the seamless, transparent, and trustworthy integration of data processing resources from providers and on-premises data centres. The continuum and their automatic and smart adaptation to optimise where and how data is processed according to application requirements, changes in application demands and behaviour, and the operation of the infrastructure in terms of the main environmental sustainability metrics. This standalone document comprehensively describes the research and development carried out across the different tasks within WP4 “AI-enabled Distributed Serverless Platform and Workload Orchestration” during the whole project in accordance with the COGNIT architecture, and provides details about the development and integration activities associated to key components of the COGNIT Framework such as the Cloud-Edge Manager and AI-Enabled Orchestrator.