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

Deliverables

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

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

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

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

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

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

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

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

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

Initial Project Website and Advertising Materials

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

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

Publications

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

Author(s): Gretel Sanabria-Diaz, Lester Melie-Garcia, Bogdan Draganski, Jean-Francois Demonet, Ferath Kherif
Published in: Scientific Reports, Issue 11/1, 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-020-80909-7

Remodeling of brain morphology in temporal lobe epilepsy

Author(s): Elisabeth Roggenhofer, Sandrine Muller, Emiliano Santarnecchi, Lester Melie‐Garcia, Roland Wiest, Ferath Kherif, Bogdan Draganski
Published in: Brain and Behavior, Issue 10/11, 2020, ISSN 2162-3279
Publisher: Wiley Periodicals LLC
DOI: 10.1002/brb3.1825

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

Author(s): 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
Published in: Frontiers in Neurology, Issue 11, 2020, ISSN 1664-2295
Publisher: Frontiers Research Foundation
DOI: 10.3389/fneur.2020.01021

Severity: a QoS-aware approach to cloud application elasticity

Author(s): Andreas Tsagkaropoulos, Yiannis Verginadis, Nikos Papageorgiou, Fotis Paraskevopoulos, Dimitris Apostolou, Gregoris Mentzas
Published in: Journal of Cloud Computing, Issue 10/1, 2021, ISSN 2192-113X
Publisher: Springer Science + Business Media
DOI: 10.1186/s13677-021-00255-5

Mapping grip force to motor networks

Author(s): Ladina Weitnauer, Stefan Frisch, Lester Melie-Garcia, Martin Preisig, Matthias L. Schroeter, Ines Sajfutdinow, Ferath Kherif, Bogdan Draganski
Published in: NeuroImage, Issue 229, 2021, Page(s) 117735, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2021.117735

Utility Function Creator for Cloud Application Optimization

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

Modelling Adaptive Autonomic Cloud Application Utility Using Template Functions

Author(s): Marta Różańska, Geir Horn
Published in: IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), 2023
Publisher: IEEE

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

Author(s): Marta Różańska, Katarzyna Karnas, Geir Horn
Published in: 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid), Issue yearly, 2022, Page(s) 866-871, ISBN 978-1-6654-9956-9
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ccgrid54584.2022.00103

The MORPHEMIC Project and its Unified User Interface

Author(s): Amina Moussaoui, Alessandra Bagnato, Etienne Brosse, Józefina Krasnodębska and Paweł Skrzypek
Published in: RCIS 2022 Workshops and Research Projects Track, Issue yearly, 2022
Publisher: CEUR Workshop Proceedings

Morphemic Cloud Application Models Design

Author(s): Alessandra Bagnato, Etienne Brosse and Kaïs Chaabouni
Published in: ESAAMM_2021, Issue yearly, 2021, Page(s) 70-72
Publisher: CEUR Workshop Proceedings

Digital Twins for Autonomic Cloud Application Management

Author(s): Geir Horn, Rudolf Schlatte, Einar Broch Johnsen
Published in: Advanced Information Networking and Applications. AINA 2022. Lecture Notes in Networks and Systems,, Issue 451, 2022, Page(s) 141-152, ISBN 978-3-030-99618-5
Publisher: 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

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

Polymorphic Cloud Application Design Assisted by Open Source Software Classification

Author(s): Jean-Didier Totow
Published in: International Conference Proceedings by IEEE, 2023
Publisher: IEEE

An Architecture for Autonomous Proactive and Polymorphic Optimization of Cloud Applications

Author(s): Marta Różańska; Paweł Skrzypek; Katarzyna Materka; Geir Horn
Published in: Advanced Information Networking and Applications ISBN: 9783030996185, Issue 451, 2022, Page(s) 567-577, ISBN 978-3-030-99618-5
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-99619-2_53

Marginal metric utility for autonomic cloud application management

Author(s): Marta Różańska; Geir Horn
Published in: Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion, Issue yearly, 2021, Page(s) 1-8, ISBN 9781450391634
Publisher: Association for Computing Machinery
DOI: 10.1145/3492323.3495587

Proactive Autonomic Cloud Application Management

Author(s): Marta Różańska, Geir Horn
Published in: 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC), Issue yearly, 2022, Page(s) 102-111, ISBN 978-1-6654-6087-3
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ucc56403.2022.00021

Extending TOSCA for Edge and Fog Deployment Support

Author(s): Andreas Tsagkaropoulos, Yiannis Verginadis, Maxime Compastié, Dimitris Apostolou, Gregoris Mentzas
Published in: Electronics, Issue 10/6, 2021, Page(s) 737, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics10060737

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

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

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