Project description
Distributed processing over cognitive, self-adaptive networks
Despite the benefits of hosting data on the cloud, ever-increasing centralised data demands push network capacity to its limits. The EU-funded COGNIFOG project seeks to build a cognitive fog framework to tackle this challenge. By analysing data at the periphery of the network, closer to the data source or computing devices, network traffic will be reduced, thereby leading to more energy-efficient IT systems with lower latency. Moreover, operating expenses will be reduced by developing a (semi-)autonomous self-adaptive framework to handle processing, network and storage across the data spectrum (i.e. from far edge to the centralised cloud). Finally, COGNIFOG will create a framework for developers to exploit the new benefits and help ensure Europe’s leadership in the field.
Objective
Next generation enablers, such as IoT, AI and cloud computing, open new opportunities to deal with world’s current and future societal, environmental, and economic challenges. However, they come with significant data management challenges. According to IDC, the total amount of data generated only by connected devices will exceed 40 trillion gigabytes by 2025. In most of the current systems, data storage and analysis happen on centralized locations on the cloud. This is pushing network capacity to its limits. Furthermore, centralized storage and processing lead to single point of failure situations, which are critically inefficient in case of disasters and crisis. Our world is continuously living natural disasters, health crisis, climate change and security threats that show the importance of resilient and energy-efficient information systems.
COGNIFOG targets those challenges and proposes to build a Cognitive Fog Framework to: (i) reduce energy consumption and latency in next generation IT systems by reducing the network traffic, by analysing data at the edge in a distributed manner, closer to where they are generated, rather than routing them through the communication networks to a data center; (ii) reduce OPEX and faster service provisioning by providing a cognitive, self-adaptive framework with minimum or no human intervention, with dynamic provisioning of computing, storage and networking resources along the far-edge-to-edge-to-cloud path; (iii) ensure European leadership by providing an open interoperable framework with open APIs for application developers to rapidly create and deploy applications benefiting the edge-cloud continuum on top of heterogenous IoT/IT systems.
COGNIFOG will validate project results in three representative application domains: critical collaboration missions, smart health and smart industry. With a consortium of 12 European partners, leaders in their domains, COGNIFOG will be a cornerstone in the cognitive fog computing domain
Fields of science
- natural sciencescomputer and information sciencesinternetinternet of things
- natural sciencescomputer and information sciencescomputer securitydata protection
- natural sciencescomputer and information sciencesinternettransport layer
- natural sciencescomputer and information sciencessoftwaresoftware development
Keywords
Programme(s)
Funding Scheme
HORIZON-RIA - HORIZON Research and Innovation ActionsCoordinator
75015 PARIS 15
France