Results

GAINS publishes results through structured deliverables. Each deliverable is mapped to a specific Work Package (WP), related tasks, and one or more milestones, ensuring traceability between objectives, methods, and validation.

How to navigate GAINS outputs

Public Abstracts: a dissemination-friendly overview of deliverables and progress.
Full deliverables: extended technical content (annexes, evaluation notes, operational details) available on request.
Use Cases, PoC and Demos: selected scenarios and proof-of-concept artifacts as they become available, including guidance for early adopters.

Synoptic plan: milestones, WPs, tasks and deliverables

Milestone	Work Package	Task	Deliverable	Status
M1 - Problem framing & state of the art	WP1 - Problem Framing & State of the Art	T1.1	D1.1 - State of the art on LLM agent architectures and energy impact	Done
	WP1	T1.2	D1.2 - State of the art on energy impact of network and cloud infrastructures	Done
	WP1	T1.3	D1.3 - Dissemination activities report (WP1)	Done
M2 - Initial system design	WP2 - System design, integration, PoC validation	T2.1	D2.1 - Technical report on system design	Done
M3 - Prototype agents implemented	WP3 - Agent prototyping & evaluation	T3.1	D3.1 - Technical report on Network Monitor prototype	Done
	WP3	T3.2	D3.2 - Technical report on Network Orchestrator prototype	Done
	WP3	T3.3	D3.3 - Technical report on Knowledge Manager prototype	Done
	WP3	T3.4	D3.4 - Dissemination activities report (WP3)	In Progress
M4 - End-to-end PoC evaluation completed	WP2	T2.2	D2.2 - Technical report on agent integration & PoC evaluation	In Progress
M4 - End-to-end PoC evaluation completed	WP2	T2.3	D2.3 - Dissemination activities report (WP2)	In Progress

Access and materials

You can browse public abstracts and download project materials. For full access requests, collaboration, or speaking invitations, use the contact form.

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