Deliverables Documents, reports (5) Energy, data and computational-efficient mechanisms supporting dynamically adaptive and network-aware services (preliminary) This deliverable will be a report of development and research activities in WP3 containing all the details pertaining to the mechanisms to support highly dynamic and highly adaptive networkaware services such as the advanced media applications being considered in CHARITY A first version D31 will be released in M24 containing the first efforts towards efficient hardware exploitation efficient data services edge adaptiveness and algorithms for contextualized rendering at the edge Interim report on dissemination, communication and standardisation This Deliverable will provide an interim report on the CHARITY dissemination communication and standardisation activities including any potential update of the communication and dissemination strategy defined in D51 Reference scenarios, use cases and requirements This document will provide the outcomes of task T11 detailing the CHARITY reference scenarios respective use cases and requirements including KPIs CHARITY architecture design and specification The architecture and detailed specification of CHARITY components and interfaces resulting from the work performed in T12 will be provided in this document Edge and cloud infrastructure resource and computational continuum orchestration system (preliminary) This deliverable will report on the outcomes of the WP by fully describing the endtoend orchestration and resource management system An initial version of the deliverable will be released at M21 D21 showing first release of the endtoend orchestration platform an initial network slicing management system the first security and privacy mechanisms for the CHARITY framework and a first iteration of the unified OSS application management Publications Other (34) "CHARITY project - Webinar #8: Shaping the Future of XR: CHARITY New Multi-Domain Orchestration Paradigm" Author(s): Luis Rosa, OneSource Tarik Zakaria Benmerar, ICT-FI Diogo Fevereiro, OneSource Published in: 2023 Publisher: CHARITY Project Performance Analysis of Storage Systems in Edge Computing Infrastructures Author(s): Antonios Makris, HUA Ioannis Kontopoulos, HUA Evangelos Psomakelis, HUA Stylianos Nektarios Xyalis, HUA Theodoros Theodoropoulos, HUA Konstantinos Tserpes, HUA Published in: 2022 Publisher: MDPI DOI: 10.3390/app12178923 "Newsletter #3: At the forefront of live data processing" Author(s): Maria Lopez Cubillas, PLEXUS Milon Gupta, Eurescom Tarik Taleb, ICT-FI Luis Rosa, OneSource Joao Rodrigues, DOTES Fermin Calvo, PLEXUS Published in: 2022 Publisher: CHARITY Project The Next Step Towards Immersive Communication.Creating new business opportunities for the European Industrie. Author(s): Maria Lopez Cubillas, PLEXUS Published in: 2021 Publisher: CHARITY Project A Lightweight Storage Framework for Edge Computing Infrastructures / EdgePersist Author(s): Antonis Makris, HUA Evangelos Psomakelis, HUA Konstantinos Tserpes, HUA Maria Pateraki, ORAMA Published in: Software Impacts (2023): 100549, 2023 Publisher: Elsevier DOI: 10.1016/j.simpa.2023.100549 Asynchronous Time-Sensitive Networking for 5G Backhauling Author(s): Tarik Taleb, ICTIFICIAL OY Jonathan Prados-Garzon, Aalto University Published in: IEEE Network, Issue Issue: 2, March/April 2021, 2021, Page(s) 144-151, ISSN 0890-8044 Publisher: IEEE DOI: 10.1109/mnet.011.2000402 CHARITY Project Poster: The Next Step Towards Immersive Communication Author(s): Maria Lopez Cubillas, PLEXUS Luis Rosa, OneSource Published in: 2021 Publisher: CHARITY Project Realistic soft-body tearing under 10ms in VR Author(s): Antonis Protopsaltis, ORAMA Manos Kamarianakis, ORAMA George Papagiannakis, ORAMA Published in: 2022 Publisher: arxiv Security in Cloud-Native Services: A Survey on Key Features Author(s): Theodoros Theodoropoulos, HUA Luis Rosa, OneSource Peter Gray, Cloudsigma Eduard Marin Fabregas, Telefonica Antonios Makris, HUA Luis Cordeiro, OneSource Ferran Diego Andilla , Telefonica Marco Di Girolamo, HPE Paolo Barone, HPE Tarik Taleb, ICT-FI Konstantinos Tserpes, HUA Published in: Journal of Cybersecurity and Privacy, Issue 3, 2023 Publisher: MDPI DOI: 10.3390/jcp3040034 "Newsletter #5: The future of XR services in the wake of 6G new businesses" Author(s): Maria Lopez Cubillas, PLEXUS Luis Rosa, OneSource Fermin Calvo, PLEXUS Milon Gupta, Eurescom Uwe Herzog, Eurescom Published in: 2022 Publisher: CHARITY Project Project flyer. The Next Step Towars Immersive Communication Author(s): Luis Rosa, OneSource Maria Lopez Cubillas, PLEXUS Milon Gupta, Eurescom Fermin Calvo, PLEXUS Published in: 2022 Publisher: CHARITY Project Serverless computing: a security perspective Author(s): Eduard Marin Fabregas, TID Published in: Journal of Cloud Computing, 2022 Publisher: SpringerOpen DOI: 10.48550/arxiv.2107.03832 "Newsletter #7: XR in the era of 6G - Enabling New Dimensions" Author(s): Pooja Mohnani, Eurescom Luis Rosa, OneSource Ignacio Salceda Rodriguez, Plexus Published in: 2022 Publisher: CHARITY project "CHARITY project - Webinar #1: The Next Step Towards Immersive Communication" Author(s): Maria Lopez Cubillas, PLEXUS Luis Rosa, OneSource Fermin Calvo, PLEXUS Uwe Herzog, Eurescom Tarik Taleb, ICT-FI Antonis Protopsaltis , ORAMA Zbyszek Ledwon, ORBK Published in: 2021 Publisher: YouTube """Deep Cut"": An all-in-one Geometric Algorithm for Unconstrained Cut, Tear and Drill of Soft-bodies in Mobile VR" Author(s): Manos Kamarianakis, ORAMA Antonis Protopsaltis, ORAMA George Papagiannakis, ORAMA Published in: 2021 Publisher: arxiv Privacy-Preserving AI for Future Networks Author(s): Eduard Marin Fabregas, TID Published in: 2022 Publisher: Communications of the ACM DOI: 10.1145/3512343 Transition from monolithic to microservice-based applications. Challenges from the developer perspective Author(s): Antonios Makris, HUA Konstantinos Tserpes, HUA Published in: Open Research Europe, 2022 Publisher: Open Research Europe DOI: 10.12688/openreseurope.14505.1 "Newsletter #6: The future of XR promoting Immersive Communication" Author(s): Pooja Mohnani, Eurescom Luis Rosa, OneSource Ignacio Salceda Rodriguez, Plexus Published in: 2022 Publisher: CHARITY project "Newsletter #1: The Next Step Towards Immersive Communication" Author(s): Uwe Herzog, Eurescom Luis Rosa, OneSource Maria Lopez Cubillas, PLEXUS Enrico Schau, SRT Antonis Protopsaltis, ORAMA Fermin Calvo, PLEXUS Published in: 2021 Publisher: CHARITY project Recording and replaying psychomotor user actions in VR Author(s): George Papagiannakis, ORamaVR SA Manos Kamarianakis, ORamaVR SA Published in: 2022 Publisher: ACM DOI: 10.1145/3532719.3543253 How to create virtual experiences with Cloud Studio Author(s): João Rodrigues, DOTES Published in: 2023 Publisher: YouTube "CHARITY project - Webinar #7: Intelligent Cloud Optimization: Drivers for Storage and Resource Management" Author(s): Antonios Makris, HUA Theodoros Theodoropoulos, HUA Marco Di Girolamo , HPE Published in: 2023 Publisher: CHARITY Project "CHARITY project - Webinar #3: Opening up the Cloud Edge Continuum to new generations of applications" Author(s): Paolo Barone , HPE Uwe Herzog, Eurescom Tarik Taleb, ICT-FI Marco Di Girolamo, HPE Giovanni Giuliani, HPE George Kousiouris, HUA Published in: 2022 Publisher: CHARITY Project FRAME: 2nd workshop on Flexible Resource and Application Management on the Edge Author(s): Luca Ferrucci, CNR Massimo Coppola, CNR Hanna Kavalionak, CNR Ioannis Kontopoulos, HUA Published in: 2022 Publisher: ACM Digital Library AI-based Resource Management in Beyond 5G Cloud Native Environment Author(s): Tarik Taleb, ICTIFICIAL OY Abderrahmane Boudi, ICTIFICIAL OY Miloud Bagaa, Aalto University Petteri Poyhonen, Nokia Published in: IEEE Network, Issue Volume: 35, Issue: 2, March/April 2021, 2021, Page(s) 128-135, ISSN 1558-156X Publisher: IEEE DOI: 10.1109/mnet.011.2000392 "Newsletter #4: Creating new business opportunities for all Europeans in the field of immersive communication applications" Author(s): Maria Lopez Cubillas, PLEXUS Published in: 2022 Publisher: CHARITY Project CHARITY medical training use case - explained by Antonis Protopsaltis Author(s): Antonis Protopsaltis, ORAMA Published in: 2021 Publisher: CHARITY Project New EU project CHARITY develops framework for enabling holographic applications and immersive virtual training Author(s): Milon Gupta, Eurescom Published in: 2021 Publisher: CHARITY Project "Newsletter #2: Innovating in the field of next-gen applications" Author(s): Maria Lopez Cubillas, PLEXUS Luis Rosa, OneSource Alex Roibu, HOLO3D Published in: 2022 Publisher: CHARITY Project Assessing unconstrained surgical cuttings in VR using CNNs Author(s): Manos Kamarianakis, ORAMA Antonis Protopsaltis, ORAMA George Papagiannakis, ORAMA Published in: 2022 Publisher: arxiv 5G-Enabled XR Medical Training 4.0Using XR to effectively educate healthcare personnel Author(s): Antonis Protopsaltis, ORAMA Manos Kamarianakis, ORAMA Maria Pateraki, ORAMA Published in: 2022 Publisher: EURESCOM Message "CHARITY project - Webinar #2: Cloud-Edge Continuum Resource Management and Application Steering" Author(s): Ferran Diego Andilla, Telefonica Massimo Cooppola, CNR Published in: 2022 Publisher: CHARITY Project "Newsletter #10: Building the computing continuum for 6G" Author(s): Pooja Mohnani, Eurescom Luis Rosa, OneSource Luis Ferreira, OneSource Published in: 2024 Publisher: CHARITY Project "Newsletter #8: XR in the era of 6G-Emerging technologies enabling New Dimensions" Author(s): Pooja Mohnani, Eurescom Luis Rosa, OneSource Ignacio Salceda Rodriguez, Plexus Published in: 2023 Publisher: CHARITY Project Conference proceedings (14) Multi-Agent Deep Reinforcement Learning for Weighted Multi-Path Routing Author(s): Theodoros Theodoropoulos Dimitrios Kafetzis, HUA John Violos, HUA Antonios Makris, HUA Konstantinos Tserpes, HUA Published in: 2023 Publisher: ACM DOI: 10.1145/3589010.3594888 Real-time Monitoring and Analysis of Edge and Cloud Resources Author(s): Ioannis Korontanis, HUA Antonios Makris, HUA Theodoros Theodoropoulos, HUA Konstantinos TserpesHUA Published in: FRAME '23, 2023 Publisher: ACM DOI: 10.1145/3589010.3594892 Global Mobile Network Aggregators: Taxonomy, Roaming Performance and Optimization Author(s): Aravindh Raman, Telefonica Published in: 2022 Publisher: ACM DOI: 10.1145/3498361.3538942 Cloud for Holography and Augmented Reality Author(s): Antonios Makris, Harokopio University, Athens, Greece Abderrahmane Boudi, Aalto University, Espoo, Finland Massimo Coppola, CNR, Pisa, Italy Luís Cordeiro, OneSource, Coimbra, Portugal Massimiliano Corsini, CNR, Pisa, Italy Patrizio Dazzi, CNR, Pisa, Italy Ferran Diego Andilla, Telefonica Research, Barcelona, Spain Yago González Rozas, Tecnologías Plexus, Santiago de C, Spain Manos Kamarianakis Published in: 2021 IEEE 10th International Conference on Cloud Networking (CloudNet), 2021, Page(s) 118--126, ISBN 978-1-6654-3538-3 Publisher: IEEE DOI: 10.1109/cloudnet53349.2021.9657125 Heimdallr: Fingerprinting SD-WAN Control-Plane Architecture via Encrypted Control Traffic Author(s): Eduard Marin Fabregas, TID Published in: 2022 Publisher: ACM Digital Library DOI: 10.1145/3564625.3564642 A Browser-side View of Starlink Connectivity Author(s): Aravindh Raman, TID Published in: 2022, ISBN 978-1-4503-9259-4 Publisher: Association for Computing Machinery DOI: 10.1145/3517745.3561457 Exploring content moderation in the decentralised web: the pleroma case Author(s): Anaobi Ishaku Hassan, Queen Mary University of London Aravindh Raman, Telefonica Research Ignacio Castro, Queen Mary University of London Haris Bin Zia, Queen Mary University of London Emiliano de Cristofaro, University College London Nishanth Sastry, University of Surrey Gareth Tyson, Queen Mary University of London Published in: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies, Issue 17, 2021, Page(s) 328–335, ISBN 9781450390989 Publisher: ACM DOI: 10.1145/3485983.3494838 Towards a Distributed Storage Framework for Edge Computing Infrastructures Author(s): Antonios Makris Harokopio University of Athens, Athens, Greece Evangelos Psomakelis Harokopio University of Athens & National Technical University of Athens, Athens, Greece Theodoros Theodoropoulos Harokopio University of Athens, Athens, Greece Konstantinos I Tserpes Harokopio University of Athens & National Technical University of Athens, Athens, Greece Published in: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, 2022 Publisher: ACM DOI: 10.1145/3526059.3533617 An Encoder-Decoder Deep Learning Approach for Multistep Service Traffic Prediction Author(s): Theodoros Theodoropoulos, Harokopio University Angelos-Christos Maroudis, Harokopio University John Violos, Harokopio University Konstantinos Tserpes, Harokopio University Published in: 2021 IEEE Seventh International Conference on Big Data Computing Service and Applications (BigDataService), 2021, Page(s) 33-40, ISBN 978-1-6654-3483-6 Publisher: IEEE DOI: 10.1109/bigdataservice52369.2021.00010 An Automated Pipeline for Advanced Fault Tolerance in Edge Computing Infrastructures Author(s): Theodoros Theodoropoulos Harokopio University of Athens, Athens, Greece Antonios Makris Harokopio University of Athens, Athens, Greece John Violos Harokopio University of Athens, Athens, Greece Konstantinos I Tserpes Harokopio University of Athens, Athens, Greece Published in: FRAME '22: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, 2022 Publisher: ACM DOI: 10.1145/3526059.3533623 GNOSIS: Proactive Image Placement Using Graph Neural Networks & Deep Reinforcement Learning Author(s): Theodoros Theodoropoulos, HUA Antonios Makris, HUA Evangelos Psomakelis, HUA Emanuele Carlini , CNR Matteo Mordacchini , CNR Patrizio Dazzi , CNR Konstantinos Tserpes, HUA Published in: 2023 Publisher: IEEE Jettisoning Junk Messaging in the Era of End-to-End Encryption: A Case Study of WhatsApp Author(s): Pushkal Agarwal King's College London, United Kingdom Aravindh Raman Telefonica Research, Spain Damilola Ibosiola Queen Mary University of London, United Kingdom Nishanth Sastry University of Surrey, United Kingdom Gareth Tyson Hong Kong University of Science & Technology, Hong Kong Kiran Garimella Rutgers University, USA Published in: Proceedings of the ACM Web Conference 2022, 2022, Page(s) 2582, ISBN 978-1-4503-9096-5 Publisher: ACM DOI: 10.1145/3485447.3512130 Intelligent Multi-Domain Edge Orchestration for Highly Distributed Immersive Services: An Immersive Virtual Touring Use Case Author(s): Tarik Zakaria Benmerar, ICT-FICIAL Theodoros Theodoropoulos, HAU Luis Rosa, OneSource João Rodrigues, DOTES Tarik Taleb, ICT-FICIAL Paolo Barone, HPE Konstantinos Tserpes, HUA Luis Cordeiro, OneSource Published in: 2023 Publisher: MOSA!C EqualNet: A Secure and Practical Defense for Long-term Network Topology Obfuscation Author(s): Eduard Marin Fabregas, Telefonica Published in: 2023 Publisher: NDSS Peer reviewed articles (7) DSM-MoC as Baseline: Reliability Assurance via Redundant Cellular Connectivity in Connected Cars Author(s): Emeka Obiodu, King’s College London, UK. Aravindh Raman, Telefonica I+D, Spain. Abdullahi Abubakar, University of Surrey, UK. Simone Mangiante, Vodafone, UK. Nishanth Sastry, University of Surrey, UK. Hamid Aghvami, King’s College London, UK. Published in: IEEE Transactions on Network and Service Management, 2022, Page(s) 1 - 1, ISSN 1932-4537 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tnsm.2022.3153452 Intelligent Horizontal Autoscaling in Edge Computing using a Double Tower Neural Network Author(s): Theodoros Theodoropoulos, HUA Published in: Computer Networks, Issue 217, 2023, Page(s) 1-22, ISSN 1872-7069 Publisher: Elsevier DOI: 10.1016/j.comnet.2022.109339 MAGES 4.0: Accelerating the world’s transition to VR training and democratizing the authoring of the medical metaverse Author(s): Antonis Protopsaltis, ORAMA Maria Pateraki, ORAMA Manos Kamarianakis, ORAMA George Papagiannakis, ORAMA Published in: IEEE Computer Graphics and Applications, Issue Volume: 43 Issue: 2, 2023, Page(s) 43-56, ISSN 0272-1716 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/mcg.2023.3242686 Leveraging Graph Neural Networks for SLA Violation Prediction in Cloud Computing Author(s): Angelos-Christos Maroudis, HUA Theodoros Theodoropoulos, HUA John Violos, HUA Konstantinos Tserpes, HUA Published in: ResearchGAte, 2023, ISSN 2373-7379 Publisher: ResearchGAte DOI: 10.1109/tnsm.2023.3292392 Toward Supporting XR Services: Architecture and Enablers Author(s): Luis Rosa, OneSource Luis Cordeiro, OneSource Theodoros Theodoropoulos, Harokopio University (Athens) Konstantinos Tserpes, Harokopio University (Athens) Published in: IEEE IoT Journal, Issue 4, 2023, Page(s) 3567-3586, ISSN 2327-4662 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/jiot.2022.3222103 Intelligent Proactive Fault Tolerance at the Edge through Resource Usage Prediction Author(s): Theodoros Theodoropoulos, HUA Published in: Journal on Future & Evolving Technologies, Issue 3,1, 2022, Page(s) 1-22, ISSN 2616-8375 Publisher: ITU DOI: 10.52953/ehjp3291 Graph Neural Networks for Representing Multivariate Resource Usage: a Multiplayer Mobile Gaming Case-study Author(s): Theodoros Theodoropoulos, HUA Antonios Makris, HUA Ioannis Kontopoulos, HUA John Violos, HUA Zbyszek Ledwoń, Orbital Knight Przemysław Tarkowski, Orbital Knight Patrizio Dazzi, CNR Konstantinos Tserpes, HUA Published in: International Journal of Information Management Data Insights, Issue 3,1, 2023, Page(s) 1-22, ISSN 2667-0968 Publisher: Elsevier DOI: 10.1016/j.jjimei.2023.100158 Non-peer reviewed articles (1) Cloud-based XR Services:A Survey on Relevant Challenges and Enabling Technologies Author(s): Theodoros Theodoropoulos, Antonios Makris - Harokopio University, Athens, Greece Abderrahmane Boudi, Tarik Taleb - ICTFICIAL, Espoo, Finalnd & Ecole Nationale Sup ́erieure d’Informatique, Algiers, Algeria Uwe Herzog - Eurescom GmbH, Heidelberg, Germany Luis Rosa, Luis Cordeiro - OneSource, Coimbra, Portugal Konstantinos Tserpes - Harokopio University, Athens, Greece Elena Spatafora, Alessandro Published in: Journal of Networking and Network Applications, Issue Volume 2, Issue 1, 2022, Page(s) 1-22, ISSN 2689-7997 Publisher: Institute of Electronics and Computer DOI: 10.33969/j-nana.2022.020101 Searching for OpenAIRE data... 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