View source for HYPER-AI

==[[EU Project short name::HYPER-AI
]]==
===[[EU Project full name::Hyper-Distributed Artificial Intelligence Platform for Network Resources Automation and Management Towards More Efficient Data Processing Applications]]===
'''Full project details (EU Research results portal):''' [[CORDIS URL::https://cordis.europa.eu/project/id/101135982]]

=== '''Project description:''' ===
In HYPER-AI, we work with smart virtual computing entities (nodes) that come from a variety of  infrastructures that span all three of the so-called computing continuum's layers: the Cloud, the Edge, and IoT.It focuses on intensive data-processing applications that present the potential to improve their footprint when hyper-distributed in an optimized manner. In order to give targeted applications access to computational, storage, or network services, HYPER-AI implements the idea of computing swarms as autonomous, self-organized, and opportunistic networks of smart nodes. These networks may offer a diverse and heterogeneous set of resources processing, storage, data, communication) at all levels and have the ability to dynamically connect, interact, and cooperate. HYPER-AI proposes semantic representation concepts to enable heterogeneous resources’ abstraction in a homogeneous way, under a common annotation (computing node), across the whole range of network infrastructures. The main orchestration and control concept of HYPER-AI is inspired by autonomic systems (self-CHOP principles) which employ swarmed computing schemes. Its objective is to make smart multi-node (swarm) deployment scenario design, execution, and monitoring easier, through appropriate AIs for self-configuration (nodes assigned resources), self-healing (swarmed nodes lifecycle), self-optimizing (exploiting built-in situation awareness mechanisms) and self-protecting (intrusion detection, privacy, security, encryption and identity management) at application runtime. In order to support dynamic and data-driven application workflows, HYPER-AI suggests the flexible integration of resources at the edge, the core cloud, and along the big data processing and communication channel, enabling their energy, time and cost-efficient execution. Finally, distributed ledger concepts for security, privacy, and encryption as well as AI-based intrusion detection are also considered.

'''EuroVoc IDs:''' [[EuroVoc ID::/natural sciences/computer and information sciences/internet/internet of things]]
'''EU Programme:'''
[[Programme::Horizon Europe]]

=== '''Relevant IPCEI-CIS Reference Architecture components:''' ===
'''[[IPCEI-CIS Reference Architecture high level::Management]]''',
[[IPCEI-CIS Reference Architecture::Logging]],
[[IPCEI-CIS Reference Architecture::Monitoring and Alerting]],
[[IPCEI-CIS Reference Architecture::Performance Management]],
[[IPCEI-CIS Reference Architecture::Fault Management]],
[[IPCEI-CIS Reference Architecture::Catalog/Repository Management]],
[[IPCEI-CIS Reference Architecture::Operation Automation]],
'''[[IPCEI-CIS Reference Architecture high level::Security and compliance]]'''
[[IPCEI-CIS Reference Architecture::Identity and Access Management]],
[[IPCEI-CIS Reference Architecture::Identity Management]],
[[IPCEI-CIS Reference Architecture::Key Management Service]],
[[IPCEI-CIS Reference Architecture::Audit Log]],
[[IPCEI-CIS Reference Architecture::Service Compliance Verification]],
'''[[IPCEI-CIS Reference Architecture high level::Sustainability]]''',
'''[[IPCEI-CIS Reference Architecture high level::Application layer]]''',
'''[[IPCEI-CIS Reference Architecture high level::Data layer]]''',
[[IPCEI-CIS Reference Architecture::Data Pipelines]],
[[IPCEI-CIS Reference Architecture::Data Modelling]],
[[IPCEI-CIS Reference Architecture::Data Exposure]],
[[IPCEI-CIS Reference Architecture::Data Policy Control]],
[[IPCEI-CIS Reference Architecture::Data Federation]],
'''[[IPCEI-CIS Reference Architecture high level::AI Layer]]'''
[[IPCEI-CIS Reference Architecture::Cloud-Edge Training]],
[[IPCEI-CIS Reference Architecture::Cloud-Edge Inference]],
[[IPCEI-CIS Reference Architecture::Federated Learning]],
'''[[IPCEI-CIS Reference Architecture high level::Service orchestration]]''',
[[IPCEI-CIS Reference Architecture::Service Orchestrator]],
'''[[IPCEI-CIS Reference Architecture high level::Cloud Edge Platform]]'''
[[IPCEI-CIS Reference Architecture::Physical Infrastructure Manager]],
[[IPCEI-CIS Reference Architecture::Virtual Infrastructure Platform Manager]],
[[IPCEI-CIS Reference Architecture::Cloud Edge Access Control]],
[[IPCEI-CIS Reference Architecture::Cloud Edge Resource Repository]],
[[IPCEI-CIS Reference Architecture::Serverless Orchestrator (FaaS)]],
'''[[IPCEI-CIS Reference Architecture high level::Virtualization]]'''
[[IPCEI-CIS Reference Architecture::Virtual Infrastructure Manager (IaaS)]],
'''[[IPCEI-CIS Reference Architecture high level::Physical Cloud Edge Resources]]''',
'''[[IPCEI-CIS Reference Architecture high level::Physical Network Resources]]'''

[[ItemType::EU Project]]

'''Project publications:'''
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