Modelling and Orchestrating heterogeneous Resources and Polymorphic applications for Holistic Execution and adaptation of Models In the Cloud

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Testbed installation and configuration

This deliverable will present the infrastructure and the deployment automation tools provided to execute and validate the MORPHEMIC use cases

Test strategy

The deliverable will contain the test strategy for MORPHEMIC project It will cover quality assurance for software development and testing for the project unit and integration test preparation and release procedure Also the testing environments will be described as well as code flow between them

Component Specification Collection & Enrichment Mechanisms

This deliverable will report the collection and enrichment mechanisms for both cloud services and applicationsoftware components that will be realised in the first development phase of the project

User Interface Guidelines

The deliverable will contain a description of the MORPHEMIC unified interface. It will include description of newly created user interface components and integration of the user interface of underlying frameworks. The design of UI, implementation details and final UI feature list will be reported.

Data, Cloud Application & Resource Modelling

This deliverable will report the various extensions that will be performed in CAMEL for hybrid application and cloud service modelling by focusing both at the metamodel and concrete syntax level Further it will also report the initial version of the metadata model

Training plan and activities

This series of deliverables (released on M24 and M36) will describe the training plan and activities with respect to different groups, and the corresponding training syllabus.

Final Report

This public deliverable gives the final accounts of the project and the achievements towards its objectives with the lesson learned and a summary of all results. It also documents how the results can be accessed and reused.

Automatic source code identification of deployment modules

The code classifiers will be used to identify the initial deployment modules and the matching against Cloud resources, and the result of automatic construction of the initial ideal deployment model will evaluated. Feedback from application developers, and comparisons with manually constructed deployment models will be reported.

User Interfaces Specification

This deliverable aims to describe the heterogeneous resource manager that will be integrated in the MORPHEMIC framework and will allow MORPHEMIC users to select various types of accelerators to meet the application requirements The resource manager will allow the seamless integration of heterogeneous accelerators GPUs or FPGA in the MORPHEMIC framework and the automatic scaling of the resources depending on the applications requirements

Final Component Specification Collection & Enrichment Mechanisms

This deliverable will report updates on the realised mechanisms as prescribed in D1.2 as well as the additional cloud service and application component enrichment mechanisms that will be realised in the second and final development phase of the project.

Final Dissemination and Communication Report and Plan

Updated version of the deliverable D7.1 consider the achievements obtained and, in consequence, the exploitation remarks. D7.2 will include a report on those activities already implemented by consortium partners within the project. The final version of the deliverable will be released in month 36.

Optimized planning and adaptation approach

The architecture of the optimisation design and adaptation planning will be presented The integration with the workflow scheduler and the federated event system will be described The various algorithms for the scheduler and the solver will be evaluated and the results and selection will be presented

Training material

This series of deliverables (released on M22 and M34) will provide the material that will be used during the envisioned semestrial training courses.

Design of a self-healing federated event processing management system at the edge

This deliverable will first report on the analysis of the most prominent opensource tools used for monitoring Secondly it will introduce the design of a configurable realtime performance monitoring mechanism Last it will discuss the selfhealing federated event processing management system of the Morphemic platform

Exploitation Strategy

A public report produced by Task T81 documenting the Exploitation Strategy

Industrial requirements analysis

This deliverable documents the requirements elicited in task T61 They will be described in a formal and structured format and will include also formalized fulfilment metrics

Architecture of pre-processor and proactive reconfiguration

The deliverable will contain the complete design and architecture of MORPHEMIC preprocessor and proactive reconfiguration integrated with underpinned frameworks It will be base deliverable for further technical works in project and will frame the architecture of the system

Proactive utility: Framework and approach

The framework for estimating the adaptive utility based on the overall goals set by the DevOps for the application and the predicted execution context under the given constraints will be investigated and various options evaluated by simulation for some typical cases including the use cases The final approach will be decided based on this evaluation

Final Data, Cloud Application & Resource Modelling

This deliverable will report the final extensions to CAMEL as well as its improvements with respect to its previous version as analysed in D1.1. The deliverable will cover both the updated/extended CAMEL meta-model and concrete syntax. Further, it will report the final version of the metadata model and the extensions/modifications conducted with respect to its initial version (as analysed in D1.1).

Software, tools, and repositories for code mining

The software tools used for the code mining will be described and the interface to the code classifiers described The various open source code repositories will be documented and evaluated Finally possible techniques for analysing the code and algorithms for classifying the code will be investigated and and the initial results of code classifcation will be presented

Proactive utility: Algorithms and evaluation

The final algorithms for estimating the proactive utility will be described together with an evaluation of the approach, both theoretically and from practical assessments in the use cases.

Validation framework design

This deliverable will produce a detailed validation plan for the validation framework of MORPHEMIC It will include the validation process and the associated KPIs as well as the description of the experimentation validation scenarios Two releases are planned M14 and M32 to capture the requirements regarding the respective versions of the framework

Planning and adaptation results

The final algorithms, architecture, and software developed for the scheduling, optimization, and planning of application reconfiguration will be documented. The results of using these algorithms for the four use case applications will be given, and the overall approach to derive automatically the deployment model and the reconfiguration actions will be evaluated. The timeliness of the approach is of particular interest as it will define the prediction interval necessary for the reconfigured resources to be available when needed by the application.

Security design and implementation

The deliverable will contain the list of security related topics and issue covered within the project its design and technical documentation related to implementation The security analysis of the MORPHEMIC internal technical implementation will be covered Also the security guidelines for using MORHPEMIC in the MultiCloud will be covered

Selection, design and implementation of integration layer

The deliverable will report the process of review selection and evaluation of integration layer The integration layer will be responsible for integration of the internal MORHPEMIC components both newly created and adapted from underpinned frameworks Also the design and technical documentation related to implementation will be covered

Report on related standardization initiatives

A public report, produced by Task T8.4, documenting the project standardization activities.

Validation results

This deliverable reflects that actual validation framework that will be released in order to validate the project outcomes. The framework will incorporate the required infrastructures, the deployed application components and MORPHEMIC mechanisms. Two releases are planned (M18 and M36) following the respective validation plans.

Deployment artefact manager

The deliverable will present the mechanism to manage the lifecycle and the configuration of the cloud components

Use cases definition and preparation

This document will outline the design of the use cases scenarios including their description the scenario requirements and targets the infrastructures and platforms that will be utilized

Initial Dissemination and Communication Report and Plan

This deliverable describes and defines measures strategies and indicators that will be used for informing and increasing the impact of MORPHEMIC Another important aspect of the plan is to ensure stakeholders and participants alike get the most out of being engaged in the project This deliverable will provide a roadmap for the dissemination activities carried out by all partners throughout and beyond the project including scientific publications Internet various media social channels scientific and commercial conferences workshops trade fairs First version of the document will be released in the month 18

Data management plan

This deliverable will outline the plan of MORPHEMIC regarding the data generated and utilized during the course of the project The plan will identify the best practices and specific standards for the data and assess their suitability for sharing and reuse in accordance with official guidelines

Use Cases prototypes

This prototype will deliver the software implemented and/or adapted to be used by the use cases to run the experimentation on the Morphemic platform. The prototype will be accompanied by a short document with the software technical and user documentation.

Final Project Website and Advertising Materials

A public report, produced by Task T8.3, documenting the final project web site and advertising material.

Initial Project Website and Advertising Materials

A public report produced by Task T83 documenting the initial project web site and advertising material

Implementation of a holistic application monitoring system with QoS prediction capabilities

This deliverable will report on the QoS Prediction techniques used for augmenting the federated event processing management system and it will discuss implementation details of the holistic monitoring system of Morphemic platform.

Test report for prototype release

The deliverable will report results of testing of the prototype release. The list of executed test cases, list of discovered bugs and final recommendation will be presented. The deliverable will provide information needed to acceptance or decline of MORPHEMIC release.

Test cases and testing

The deliverable will contain the test cases for the both releases of MORPHEMIC project and description of testing process They will be based on the requirements for the project from Description of Action and gathered within WP6 It will be the complete list of test cases which will cover core features of the MORHPEMIC preprocessor and proactive reconfiguration as well as regression of the adapted underpinned frameworks

Test report for final release

The deliverable will report results of testing of the final release. The list of executed test cases, list of discovered bugs and final recommendation will be presented. The deliverable will provide information needed to acceptance or decline of MORPHEMIC release.

Security extension for the benchmarking suite

Engineerings Benchmarking Suite will be extended to identify some security features related to the deployment environments where applications will be deployed. The results will help to define the security level of the deployment environments, providing useful parameters to optimize application deployments according to the security requirements.

Publicaciones

Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment

Autores: Gretel Sanabria-Diaz, Lester Melie-Garcia, Bogdan Draganski, Jean-Francois Demonet, Ferath Kherif
Publicado en: Scientific Reports, Edición 11/1, 2021, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-020-80909-7

Remodeling of brain morphology in temporal lobe epilepsy

Autores: Elisabeth Roggenhofer, Sandrine Muller, Emiliano Santarnecchi, Lester Melie‐Garcia, Roland Wiest, Ferath Kherif, Bogdan Draganski
Publicado en: Brain and Behavior, Edición 10/11, 2020, ISSN 2162-3279
Editor: Wiley Periodicals LLC
DOI: 10.1002/brb3.1825

Medical Informatics Platform (MIP): A Pilot Study Across Clinical Italian Cohorts

Autores: Alberto Redolfi, Silvia De Francesco, Fulvia Palesi, Samantha Galluzzi, Cristina Muscio, Gloria Castellazzi, Pietro Tiraboschi, Giovanni Savini, Anna Nigri, Gabriella Bottini, Maria Grazia Bruzzone, Matteo Cotta Ramusino, Stefania Ferraro, Claudia A. M. Gandini Wheeler-Kingshott, Fabrizio Tagliavini, Giovanni B. Frisoni, Philippe Ryvlin, Jean-François Demonet, Ferath Kherif, Stefano F. Cappa, Egi
Publicado en: Frontiers in Neurology, Edición 11, 2020, ISSN 1664-2295
Editor: Frontiers Research Foundation
DOI: 10.3389/fneur.2020.01021

Severity: a QoS-aware approach to cloud application elasticity

Autores: Andreas Tsagkaropoulos, Yiannis Verginadis, Nikos Papageorgiou, Fotis Paraskevopoulos, Dimitris Apostolou, Gregoris Mentzas
Publicado en: Journal of Cloud Computing, Edición 10/1, 2021, ISSN 2192-113X
Editor: Springer Science + Business Media
DOI: 10.1186/s13677-021-00255-5

Mapping grip force to motor networks

Autores: Ladina Weitnauer, Stefan Frisch, Lester Melie-Garcia, Martin Preisig, Matthias L. Schroeter, Ines Sajfutdinow, Ferath Kherif, Bogdan Draganski
Publicado en: NeuroImage, Edición 229, 2021, Página(s) 117735, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2021.117735

Utility Function Creator for Cloud Application Optimization

Autores: Marta Różańska, Kyriakos Kritikos, Jan Marchel, Damian Folga, Geir Horn
Publicado en: Advanced Information Networking and Applications. AINA 2023. Lecture Notes in Networks and Systems, Edición 655, 2023, Página(s) 619-630, ISBN 978-3-031-28693-3
Editor: Springer International Publishing
DOI: 10.1007/978-3-031-28694-0_58

Modelling Adaptive Autonomic Cloud Application Utility Using Template Functions

Autores: Marta Różańska, Geir Horn
Publicado en: 2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), 2024, Página(s) 134-139
Editor: IEEE
DOI: 10.1109/acsos-c58168.2023.00053

A Supervised Learning Solver for Proactive Optimization of Cross-Cloud Applications

Autores: Marta Różańska, Katarzyna Karnas, Geir Horn
Publicado en: 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid), Edición yearly, 2022, Página(s) 866-871, ISBN 978-1-6654-9956-9
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ccgrid54584.2022.00103

The MORPHEMIC Project and its Unified User Interface

Autores: Amina Moussaoui, Alessandra Bagnato, Etienne Brosse, Józefina Krasnodębska and Paweł Skrzypek
Publicado en: RCIS 2022 Workshops and Research Projects Track, Edición yearly, 2022
Editor: CEUR Workshop Proceedings

Morphemic Cloud Application Models Design

Autores: Alessandra Bagnato, Etienne Brosse and Kaïs Chaabouni
Publicado en: ESAAMM_2021, Edición yearly, 2021, Página(s) 70-72
Editor: CEUR Workshop Proceedings

Digital Twins for Autonomic Cloud Application Management

Autores: Geir Horn, Rudolf Schlatte, Einar Broch Johnsen
Publicado en: Advanced Information Networking and Applications. AINA 2022. Lecture Notes in Networks and Systems,, Edición 451, 2022, Página(s) 141-152, ISBN 978-3-030-99618-5
Editor: Springer, Cham
DOI: 10.1007/978-3-030-99619-2_14

Real-time adaptable resource allocation for distributed data-intensive applications over cloud and edge environments

Autores: Jean-Didier Totow Tom-Ata, Dimosthenis Kyriazis
Publicado en: 2020 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM), 2020, Página(s) 77-81, ISBN 978-1-7281-9576-6
Editor: IEEE
DOI: 10.1109/ccem50674.2020.00026

Polymorphic Cloud Application Design Assisted by Open Source Software Classification

Autores: Jean-Didier Totow Tom-Ata, Kyriakos Kritikos, Maria Antoneta Di Girolamo, Efterpi Paraskevoulakou, Chrysostomos Symvoulidis, Dimosthenis Kyriazis
Publicado en: 2023 5th International Communication Engineering and Cloud Computing Conference (CECCC), 2024, Página(s) 35-42
Editor: IEEE
DOI: 10.1109/ceccc59577.2023.10560739

An Architecture for Autonomous Proactive and Polymorphic Optimization of Cloud Applications

Autores: Marta Różańska; Paweł Skrzypek; Katarzyna Materka; Geir Horn
Publicado en: Advanced Information Networking and Applications ISBN: 9783030996185, Edición 451, 2022, Página(s) 567-577, ISBN 978-3-030-99618-5
Editor: Springer, Cham
DOI: 10.1007/978-3-030-99619-2_53

Marginal metric utility for autonomic cloud application management

Autores: Marta Różańska; Geir Horn
Publicado en: Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion, Edición yearly, 2021, Página(s) 1-8, ISBN 9781450391634
Editor: Association for Computing Machinery
DOI: 10.1145/3492323.3495587

Proactive Autonomic Cloud Application Management

Autores: Marta Różańska, Geir Horn
Publicado en: 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC), Edición yearly, 2022, Página(s) 102-111, ISBN 978-1-6654-6087-3
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ucc56403.2022.00021

Extending TOSCA for Edge and Fog Deployment Support

Autores: Andreas Tsagkaropoulos, Yiannis Verginadis, Maxime Compastié, Dimitris Apostolou, Gregoris Mentzas
Publicado en: Electronics, Edición 10/6, 2021, Página(s) 737, ISSN 2079-9292
Editor: MDPI
DOI: 10.3390/electronics10060737

Data and Cloud Polymorphic Application Modelling in Multi-clouds and Fog Environments

Autores: Yiannis Verginadis, Kyriakos Kritikos, Ioannis Patiniotakis
Publicado en: Advanced Information Systems Engineering - 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 – July 2, 2021, Proceedings, Edición 12751, 2021, Página(s) 449-464, ISBN 978-3-030-79381-4
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-79382-1_27

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