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Adaptive virtualization for AI-enabled Cloud-edge Continuum

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Communication Plan

Definition of the required process and strategy for dissemination activities.Description of the planned dissemination activities and expected progress reporting. Description of initial planned community involvement activities.

Experiments, Initial Specifications and Testbed specs

Description of use case scenarios, experiments and benchmarking framework.Initial specifications of the architecture.First version of Cloud-edge testbed with enumeration of required services in different Clouds. The testbed should be available by month M12 to execute first experiments.This deliverable will evolve during the lifetime of the project in order to present the status of the project's reflections on data management.

Learning methods for Infrastructure and Workload management

Specification and first testing models on the different knowledge generation and decision making mechanisms. The produced models and their reproducible validation will be published through open-source distribution channels.

Communication Report

Description of the dissemination activities with lessons learned andprogress reporting. Further, it will describe community involvement activities.

Cloud-edge cells Release Candidate and Specifications

Interim report with details on Cloud-edge cells design and summaries for outcomes of each task. Description of specifications and APIs of backend extensible infrastructure for different clouds and heterogeneous resources. Early access prototypes and initial results for different use cases as well as confidential orchestrator support. It will include early experiment results with use case applications in Python, C++, and JavaScript.

Data Management Plan, 1st version

First version of the Data Management Plan. Experiments, workloads, benchmarks, and results will be delivered as open data to the community. This deliverable will evolve during the lifetime of the project in order to reflect the current status of data management.

Data Management Plan, 2nd version

This deliverable presents the second version of the project Data Management Plan (DMP). It is submitted on Month 18 as a Mid–Term review of the CLOUDSKIN Data Management Plan.

Ephemeral Data Store Release Candidate and Specifications

Interim report with details on data store design including performance tier, disaggregated storage tier and integration with persistent data store for checkpointing/recovery. Early access prototypes and initial results from benchmarking framework and experiments.

Early release of Ephemeral Data Store

Early software release of the data store, focusing on definition of API's and application integrationof the performance tier.

Initial prototype for Cloud-edge cells

Early software release of Cloud-edge cells virtualisation technology for different environments (C/C++, Python) as well as partial TEE support to ensure confidentiality and integrity of the involved components.

Design and early prototype of CLOUDSKIN Learning Plane

Design of the architecture and technologies to produce the CLOUDSKIN Learning Plane, and first prototype with demonstration case.

Active Ephemeral Data Store Release Candidate and Specification

Interim report with details on integration of active compute elements. Early access prototype and initial results from experiments with different workloads.

CLOUDSKIN Architecture Specs and Early Prototypes

Specification of the Architecture and APIs. Documentation, early tutorials, and automated tests for the early prototypes of the different software components. First description and evaluation of the results obtained from use cases' validation using different experiments and workloads.

Public Project Website

A website will be developed in order to provide a continuous update about the project progress and the resultsobtained during it. All public deliverables and publications (Open Access) will be uploaded on the website.

Publications

SinClave

Author(s): Franz Gregor; Robert Krahn; Do Le Quoc; Christof Fetzer
Published in: Crossref, 2023
DOI: 10.48550/arxiv.2311.02697

Scaling a Variant Calling Genomics Pipeline with FaaS

Author(s): Aitor Arjona; Arnau Gabriel-Atienza; Sara Lanuza-Orna; Xavier Roca-Canals; Ayman Bourramouss; Tyler K. Chafin; Lucio Marcello; Paolo Ribeca; Pedro García-López
Published in: Proceedings of the 9th International Workshop on Serverless Computing, 2023, ISBN 979-8-3503-3414-2
Publisher: ACM
DOI: 10.1145/3631295.3631403

A Last-Level Defense for Application Integrity and Confidentiality

Author(s): Fernandez, Gabriel P.; Brito, Andrey; Hartono, Ardhi Putra Pratama; Sardar, Muhammad Usama; Fetzer, Christof
Published in: IEEE/ACM 16th International Conference on Utility and Cloud Computing (UCC 2023), 2023
Publisher: N/A
DOI: 10.48550/arxiv.2311.06154

Triad: Trusted Timestamps in Untrusted Environments

Author(s): G. Pereira Fernandez, A. Brito, and C. Fetzer
Published in: 2023
Publisher: arxiv
DOI: 10.48550/arXiv.2311.06156

On Data Processing through the Lenses of S3 Object Lambda

Author(s): Pablo Gimeno Sarroca; Marc Sánchez-Artigas
Published in: Crossref, 2023, ISBN 979-8-3503-3414-2
Publisher: IEEE
DOI: 10.1109/infocom53939.2023.10228890

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