Adaptive edge/cloud compute and network continuum over a heterogeneous sparse edge infrastructure to support nextgen applications

Resultado final

The first release of the report on the execution and evaluation of the pilots

The second release of the report on the state of the art and baseline technologies for ACCORDION

The first release of the report on the plans to run pilots and conduct evaluations including the evaluation methodology the results of ethical and privacy analysis to warrant users privacy confidentially of personal data and security measures

State of the art report (III)

The third release of the report on the state of the art and baseline technologies for ACCORDION

Edge/Cloud continuum management framework report (I)

The first release of the report summarizing the scientific advancements achieved during the project by the WP4 tasks

Edge infrastructure pool framework report (I)

The first release of the report summarizing the scientific advancements achieved during the project by the WP3 tasks

State of the art report (I)

The first release of the report on the state of the art and baseline technologies for ACCORDION

Edge/Cloud continuum management framework report (II)

The second release of the report summarizing the scientific advancements achieved during the project by the WP4 tasks

Dissemination & exploitation activities report (I)

The first release of the periodic report on the dissemination and exploitation activities

Requirements on quality assessment (I)

The first release of the report on the particular metric of QoE that is of interest to the use cases

Architecture design (III)

The third release of the report describing the architecture of the ACCORDION system and frameworks presenting it in an organic way along with the description of its components and their APIs

Technoeconomic analysis (I)

The first release of the techoeconomic analysis report on the grounds of Task 75

Pilot plans (II)

The second release of the report on the plans to run pilots and conduct evaluations including the evaluation methodology the results of revised ethical and privacy analysis to warrant users privacy confidentially of personal data and security measures

Dissemination & exploitation activities report (II)

The second release of the periodic report on the dissemination and exploitation activities

Application management framework report (III)

The third release of the report summarizing the scientific advancements achieved during the project by WP5 tasks

Collaboration & Standardization activities report (II)

The second periodic report on the Collaboration Standardization activities

Edge infrastructure pool framework report (III)

The third release of the report summarizing the scientific advancements achieved during the project by the WP3 tasks

Technoeconomic analysis (II)

The second release of the techoeconomic analysis report on the grounds of Task 75

Data requirements analysis and collection

Report on the activities aimed at the collection of datasets for experimentation and the achieved results ie the datasets themselves

Edge infrastructure pool framework report (II)

The second release of the report summarizing the scientific advancements achieved during the project by the WP3 tasks

Collaboration & Standardization activities report (I)

The first periodic report on the Collaboration Standardization activities

Application management framework report (II)

The second release of the report summarizing the scientific advancements achieved during the project by WP5 tasks

Pilot execution & evaluation (II)

The second release of the report on the execution and evaluation of the pilots

Architecture design (I)

The first release of the report describing the architecture of the ACCORDION system and frameworks presenting it in an organic way along with the description of its components and their APIs

Edge/Cloud continuum management framework report (III)

The third release of the report summarizing the scientific advancements achieved during the project by the WP4 tasks

Requirements on quality assessment (II)

The second release of the report on the particular metric of QoE that is of interest to the use cases

Dissemination & exploitation plan

The plan for the dissemination and exploitation of the ACCORDION project achievements

Architecture design (II)

The second release of the report describing the architecture of the ACCORDION system and frameworks presenting it in an organic way along with the description of its components and their APIs

Application management framework report (I)

The first release of the report summarizing the scientific advancements achieved during the project by WP5 tasks

Edge/Cloud continuum management framework implementation (I)

The first release of the orchestrator prototype along with a short accompanying report documenting its operation installation and use

Edge infrastructure pool framework implementation (III)

The third release of the enhanced Virtual Infrastructure Manager VIM prototype along with a short accompanying report documenting its operation installation and use

Pilot prototypes implementation (I)

The first release of the three instances of the ACCORDION system tailored to the needs of each use case

Pilot prototypes implementation (II)

The second release of the three instances of the ACCORDION system tailored to the needs of each use case

Edge infrastructure pool framework implementation (II)

The second release of the enhanced Virtual Infrastructure Manager VIM prototype along with a short accompanying report documenting its operation installation and use

Application management framework implementation (III)

The third release of the toolkit prototype along with a short accompanying report documenting its operation installation and use

Application management framework implementation (II)

The second release of the toolkit prototype along with a short accompanying report documenting its operation installation and use

Edge/Cloud continuum management framework implementation (III)

The third release of the orchestrator prototype along with a short accompanying report documenting its operation installation and use

ACCORDION system implementation (I)

The first release of the demonstrator of the ACCORDION system

Application management framework implementation (I)

The first release of the toolkit prototype along with a short accompanying report documenting its operation installation and use

ACCORDION system implementation (II)

The second release of the demonstrator of the ACCORDION system

Edge infrastructure pool framework implementation (I)

The first release of the enhanced Virtual Infrastructure Manager VIM prototype along with a short accompanying report documenting its operation installation and use

Edge/Cloud continuum management framework implementation (II)

The second release of the orchestrator prototype along with a short accompanying report documenting its operation installation and use

Publicaciones

Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning

Autores: Benjamin Zi Hao Zhao, Mohamed Ali Kaafar, and Nicolas Kourtellis
Publicado en: CCSW'20: Proceedings of the 2020 ACM SIGSAC Conference on Cloud Computing Security Workshop, 2020
Editor: ACM
DOI: 10.1145/3411495.3421352

Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models

Autores: Serra, Joan; Álvarez, David; Gómez, Vicenç; Slizovskaia, Olga; Núñez, Jose F; Luque Serrano, Jordi
Publicado en: OpenReview.net project, 2020
Editor: OpenReview.net project
DOI: 10.5281/zenodo.5168381

Modeling and Understanding the Quality of Experience of Online Mobile Gaming Services

Autores: Steven Schmidt, Saman Zadtootaghaj, Saeed Shafiee Sabet, Sebastian Moller
Publicado en: 2021 13th International Conference on Quality of Multimedia Experience (QoMEX), 2021, Página(s) 157-162, ISBN 978-1-6654-3589-5
Editor: IEEE
DOI: 10.1109/qomex51781.2021.9465431

Differential Tracking Across Topical Webpages of Indian News Media

Autores: Yash Vekaria, Vibhor Agarwal, Pushkal Agarwal, Sangeeta Mahapatra, Sakthi Balan Muthiah, Nishanth Sastry, Nicolas Kourtellis
Publicado en: 13th ACM Web Science Conference 2021, 2021, Página(s) 299-308, ISBN 9781450383301
Editor: ACM
DOI: 10.1145/3447535.3462497

Hypertuning GRU Neural Networks for Edge Resource Usage Prediction

Autores: John Violos; Stylianos Tsanakas; Theodoros Theodoropoulos; Aris Leivadeas; Konstantinos Tserpes; Theodora Varvarigou
Publicado en: IEEE Symposium on Computers and Communications (ISCC), 2021
Editor: IEEE

Predicting Resource Usage in Edge Computing Infrastructures with CNN and a Hybrid Bayesian Particle Swarm Hyper-parameter Optimization Model

Autores: John Violos, Tita Pagoulatou, Stylianos Tsanakas, Konstantinos Tserpes & Theodora Varvarigou
Publicado en: Intelligent Computing, 2021
Editor: Springer

Next Position Prediction using LSTM Neural Networks

Autores: John Violos; Stylianos Tsanakas; Maro Androutsopoulou; Georgios Palaiokrassas; Theodora Varvarigou
Publicado en: 11th Hellenic Conference on Artificial Intelligence (SETN 2020), Edición 7, 2020
Editor: ACM
DOI: 10.1145/3411408.3411426

Towards Highly Specialized, POSIX -compliant Software Stacks with Unikraft: Work-in-Progress

Autores: Sharan Santhanam; Simon Kuenzer; Hugo Lefeuvre; Felipe Huici; Alexander Jung; Santiago Pagani; George-Cristian Muraru; Stefano Stabellini; Justin He; Jonathan Beri
Publicado en: Santhanam , S , Kuenzer , S , Lefeuvre , H , Huici , F , Jung , A , Pagani , S , Muraru , G-C , Stabellini , S , He , J & Beri , J 2020 , Towards Highly Specialized, POSIX-compliant Software Stacks with Unikraft: Work-in-Progress . in Towards Highly Specialized, POSIX-compliant Software Stacks with Unikraft: Work-in-Progress . vol. 2020 International Conference on Embedded Software (EMSOFT) , IEEE, Edición 2, 2020
Editor: IEEE
DOI: 10.1109/emsoft51651.2020.9244044

An Automated Pipeline for Advanced Fault Tolerance in Edge Computing Infrastructures

Autores: Theodoropoulos, Theodoros; Makris, Antonios; Violos, John; Tserpes, Konstantinos
Publicado en: FRAME '22: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, Edición 37, 2022
Editor: ACM
DOI: 10.5281/zenodo.6967334

Leveraging Google’s Publisher-Specific IDs to Detect Website Administration

Autores: Emmanouil Papadogiannakis, Panagiotis Papadopoulos, Evangelos P. Markatos, and Nicolas Kourtellis
Publicado en: WWW '22: Proceedings of the ACM Web Conference 2022, 2022
Editor: ACM

Covid-19 - VR Strikes Back: innovative medical VR training

Autores: Paul Zikas, Manos Kamarianakis, Ioanna Kartsonaki, Nick Lydatakis, Steve Kateros, Mike Kentros, Efstratios Geronikolakis, Giannis Evangelou, Achilles Apostolou, Paolo Alejandro Alejandro Catilo, George Papagiannakis
Publicado en: ACM SIGGRAPH 2021 Immersive Pavilion, 2021, Página(s) 1-2, ISBN 9781450383684
Editor: ACM
DOI: 10.1145/3450615.3464546

FlexOS: towards flexible OS isolation

Autores: Lefeuvre, Hugo and B\u{a}doiu, Vlad-Andrei and Jung, Alexander and Teodorescu, Stefan Lucian and Rauch, Sebastian and Huici, Felipe and Raiciu, Costin and Olivier, Pierre
Publicado en: ASPLOS '22: Proceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2022
Editor: ACM

Measuring Advertising Price Dynamics without Bankrupting User Privacy

Autores: Pachilakis, Michalis; Papadopoulos, Panagiotis; Laoutaris, Nikolaos; Markatos, Evangelos P.; Kourtellis, Nicolas
Publicado en: reponame:IMDEA Networks Institute Digital Repository, Edición 42, 2021
Editor: ACM
DOI: 10.1145/3491044

PPFL - privacy-preserving federated learning with trusted execution environments

Autores: Fan Mo, Hamed Haddadi, Kleomenis Katevas, Eduard Marin, Diego Perino, Nicolas Kourtellis
Publicado en: Proceedings of the 19th Annual International Conference on Mobile Systems, Applications, and Services, 2021, Página(s) 94-108, ISBN 9781450384438
Editor: ACM
DOI: 10.1145/3458864.3466628

FLaaS - Federated Learning as a Service

Autores: Nicolas Kourtellis, Kleomenis Katevas, Diego Perino
Publicado en: Proceedings of the 1st Workshop on Distributed Machine Learning, 2020, Página(s) 7-13, ISBN 9781450381826
Editor: ACM
DOI: 10.1145/3426745.3431337

MAGES 3.0: Tying the knot of medical VR

Autores: George Papagiannakis, Paul Zikas, Nick Lydatakis, Steve Kateros, Mike Kentros, Efstratios Geronikolakis, Manos Kamarianakis, Ioanna Kartsonaki, Giannis Evangelou
Publicado en: ACM SIGGRAPH 2020 Immersive Pavilion, 2020, Página(s) 1-2, ISBN 9781450379687
Editor: ACM
DOI: 10.1145/3388536.3407888

Quality Enhancement of Gaming Content using Generative Adversarial Networks

Autores: Nasim Jamshidi Avanaki, Saman Zadtootaghaj, Nabajeet Barman, Steven Schmidt, Maria G. Martini, Sebastian Moller
Publicado en: 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX), 2020, Página(s) 1-6, ISBN 978-1-7281-5965-2
Editor: IEEE
DOI: 10.1109/qomex48832.2020.9123074

Want more unikernels?: inflate them!

Autores: Gaulthier Gain, Cyril Soldani, Felipe Huici, and Laurent Mathy
Publicado en: SoCC '22: Proceedings of the 13th Symposium on Cloud Computing, 2022
Editor: ACM

Never 'Drop the Ball' in the Operating Room: An efficient hand-based VR HMD controller interpolation algorithm, for collaborative, networked virtual environments

Autores: Kamarianakis, Manos; Lydatakis, Nick; Papagiannakis, George
Publicado en: CGI 2021: Advances in Computer Graphics, Edición 1, 2021
Editor: Springer
DOI: 10.48550/arxiv.2107.04875

A Minicloud Specification Enabling the Federation of Heterogeneous Edge Resources for Latency Sensitive Applications' Requirements

Autores: Lorenzo Blasi, Andrea Toro, Marco Di Girolamo, and Konstantinos Tserpes
Publicado en: FRAME '22: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, 2022
Editor: ACM

A Design Concept

Autores: Ugo Erra; Nicola Capece; Nicola Lettieri; Ernesto Fabiani; Francesco Banterle; Paolo Cignoni; Patrizio Dazzi; Jacopo Aleotti; Riccardo Monica
Publicado en: FRAME@HPDC, Edición 6, 2021
Editor: ACM
DOI: 10.1145/3452369.3463821

User Tracking in the Post-cookie Era: How Websites Bypass GDPR Consent to Track Users

Autores: Emmanouil Papadogiannakis, Panagiotis Papadopoulos, Nicolas Kourtellis, Evangelos P. Markatos
Publicado en: Proceedings of the Web Conference 2021, 2021, Página(s) 2130-2141, ISBN 9781450383127
Editor: ACM
DOI: 10.1145/3442381.3450056

Using LSTM Neural Networks as Resource Utilization Predictors: The Case of Training Deep Learning Models on the Edge

Autores: John Violos, Evangelos Psomakelis, Dimitrios Danopoulos, Stylianos Tsanakas & Theodora Varvarigou
Publicado en: GECON 2020: Economics of Grids, Clouds, Systems, and Services, 2020
Editor: Springer

A Mathematical Model for Latency Constrained Self-Organizing Application Placement in the Edge

Autores: Matteo Mordacchini; Emanuele Carlini; Patrizio Dazzi
Publicado en: FRAME: 2nd Workshop on Flexible Resource and Application Management on the Edge (colocated with HPDC 2022), pp. 29–32, Minneapolis, Minnestota, USA, 01/07/2022, Edición 16, 2022
Editor: ACM
DOI: 10.1145/3526059.3533620

Recording and replaying psychomotor user actions in VR

Autores: Manos Kamarianakis; Ilias Chrysovergis; Mike Kentros; George Papagiannakis
Publicado en: SIGGRAPH '22 Posters, Edición 17, 2022
Editor: ACM
DOI: 10.48550/arxiv.2205.00923

A browser-side view of starlink connectivity

Autores: Mohamed M. Kassem; Aravindh Raman; Diego Perino; Nishanth Sastry
Publicado en: IMC '22: Proceedings of the 22nd ACM Internet Measurement Conference, Edición 25, 2022
Editor: ACM
DOI: 10.1145/3517745.3561457

fast, specialized unikernels the easy way

Autores: Simon Kuenzer; Vlad-Andrei Bădoiu; Hugo Lefeuvre; Sharan Santhanam; Alexander Jung; Gaulthier Gain; Cyril Soldani; Costin Lupu; Ştefan Teodorescu; Costi Răducanu; Cristian Banu; Laurent Mathy; Razvan Deaconescu; Costin Raiciu; Felipe Huici
Publicado en: EuroSys, Edición 8, 2021
Editor: ACM
DOI: 10.48550/arxiv.2104.12721

Network Measurements with Function-as-a-Service for Distributed Low-latency Edge Applications

Autores: Emanuele Carlini; Hanna Kavalionak; Patrizio Dazzi; Luca Ferrucci; Massimo Coppola; Matteo Mordacchini
Publicado en: FRAME 2022 - 2nd Workshop on Flexible Resource and Application Management on the Edge (colocated with HPDC 2022), pp. 25–28, Minneapolis, Minnestota, USA, 01/07/2022, Edición 5, 2022
Editor: ACM
DOI: 10.1145/3526059.3533622

Self-organizing Energy-Minimization Placement of QoE-Constrained Services at the Edge

Autores: Matteo Mordacchini; Luca Ferrucci; Emanuele Carlini; Hanna Kavalionak; Massimo Coppola; Patrizio Dazzi
Publicado en: Economics of Grids, Clouds, Systems, and Services ISBN: 9783030929152, Edición 10, 2021
Editor: Springer
DOI: 10.1007/978-3-030-92916-9_11

The Rise and Fall of Fake News sites: A Traffic Analysis

Autores: Manolis Chalkiadakis, Alexandros Kornilakis, Panagiotis Papadopoulos, Evangelos Markatos, Nicolas Kourtellis
Publicado en: 13th ACM Web Science Conference 2021, 2021, Página(s) 168-177, ISBN 9781450383301
Editor: ACM
DOI: 10.1145/3447535.3462510

Assessing Interactive Gaming Quality of Experience using a Crowdsourcing Approach

Autores: Steven Schmidt, Babak Naderi, Saeed Shafiee Sabet, Saman Zadtootaghaj, Sebastian Moller
Publicado en: 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX), 2020, Página(s) 1-6, ISBN 978-1-7281-5965-2
Editor: IEEE
DOI: 10.1109/qomex48832.2020.9123122

Relay-based Network Architectures for Collaborative Virtual Reality Applications

Autores: Hasnaoui, Fadia; Mihoubi, Lamia Zohra; Pateraki, Maria; Bagaa, Miloud
Publicado en: GLOBECOM, Edición 25, 2022
Editor: IEEE
DOI: 10.1109/globecom48099.2022.10001187

DEMI: Deep Video Quality Estimation Model using Perceptual Video Quality Dimensions

Autores: Saman Zadtootaghaj, Nabajeet Barman, Rakesh Rao Ramachandra Rao, Steve Goring, Maria G. Martini, Alexander Raake, Sebastian Moller
Publicado en: 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP), 2020, Página(s) 1-6, ISBN 978-1-7281-9320-5
Editor: IEEE
DOI: 10.1109/mmsp48831.2020.9287080

Multi-Agent Deep Reinforcement Learning for Weighted Multi-Path Routing

Autores: T. Theodoropoulos, D. Kafetzis, J. Violos, A. Makris, K. Tserpes
Publicado en: FRAME 2023 @HPDC, 2023
Editor: ACM

Measuring the (Over)use of Service Workers for In-Page Push Advertising Purposes

Autores: George Pantelakis, Panagiotis Papadopoulos, Nicolas Kourtellis & Evangelos P. Markatos
Publicado en: International Conference on Passive and Active Network Measurement, 2022
Editor: Springer

Towards the Influence of Audio Quality on Gaming Quality of Experience

Autores: Steven Schmidt, Saman Zadtootaghaj, Shijie Wang, Sebastian Moller
Publicado en: 2021 13th International Conference on Quality of Multimedia Experience (QoMEX), 2021, Página(s) 169-174, ISBN 978-1-6654-3589-5
Editor: IEEE
DOI: 10.1109/qomex51781.2021.9465450

Near-optimal Cloud-Network Integrated Resource Allocation for Latency-Sensitive B5G

Autores: Masoud Shokrnezhad and Tarik Taleb
Publicado en: IEEE GLOBECOM 2022 conference, 2022
Editor: IEEE

A federated cloud solution for transnational mobility data sharing

Autores: Carlini E.; Chevalier T.; Dazzi P.; Lettich F.; Perego R.; Renso C.; Trani S.
Publicado en: SEBD 2022 - 30th Italian Symposium on Advanced Database Systems, pp. 586–592, Tirrenia, Pisa, Italy, 19-22/06/2022, Edición 1, 2022
Editor: CEUR

Real-time Monitoring and Analysis of Edge and Cloud Resources

Autores: I. Korontanis, A. Makris, T. Theodoropoulos, K. Tserpes
Publicado en: FRAME 2023 @HPDC, 2023
Editor: ACM

FlexOS: making OS isolation flexible

Autores: Lefeuvre, Hugo and B\u{a}doiu, Vlad-Andrei and Teodorescu, \c{S}tefan and Olivier, Pierre and Mosnoi, Tiberiu and Deaconescu, R\u{a}zvan and Huici, Felipe and Raiciu, Costin
Publicado en: HotOS '21: Proceedings of the Workshop on Hot Topics in Operating Systems, 2021
Editor: ACM

Coalition Game-based Approach for Improving the QoE of DASH-based Streaming in Multi-servers Scheme

Autores: Oussama El Marai, Miloud Bagaa, Tarik Taleb
Publicado en: GLOBECOM 2020 - 2020 IEEE Global Communications Conference, 2020, Página(s) 1-6, ISBN 978-1-7281-8298-8
Editor: IEEE
DOI: 10.1109/globecom42002.2020.9322450

Towards a Distributed Storage Framework for Edge Computing Infrastructures

Autores: Antonios Makris, Evangelos Psomakelis, Theodoros Theodoropoulos, and Konstantinos Tserpes
Publicado en: FRAME '22: Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge, 2022
Editor: ACM

Assessing the Impact of Interface Vulnerabilities in Compartmentalized Software

Autores: Lefeuvre, Hugo; Bădoiu, Vlad-Andrei; Chien, Yi; Huici, Felipe; Dautenhahn, Nathan; Olivier, Pierre
Publicado en: 30th Annual Network and Distributed System Security Symposium, NDSS 2023, San Diego, California, USA,, Edición 20, 2023
Editor: N/A
DOI: 10.5281/zenodo.7505749

Innovation Potential of the ACCORDION Platform

Autores: Emanuele Carlini, Patrizio Dazzi, Konstantinos Tserpes, Lorenzo Blasi, Marco Di Girolamo, Dariusz Dober
Publicado en: FRAME 2023 @HPDC, 2023
Editor: ACM

Inter-operability and Orchestration in Heterogeneous Cloud/Edge Resources - The ACCORDION Vision

Autores: Ioannis Korontanis, Konstantinos Tserpes, Maria Pateraki, Lorenzo Blasi, John Violos, Ferran Diego, Eduard Marin, Nicolas Kourtellis, Massimo Coppola, Emanuele Carlini, Zbyszek Ledwoń, Przemysław Tarkowski, Thomas Loven, Yago González Rozas, Mike Kentros, Michael Dodis, Patrizio Dazzi
Publicado en: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021, Página(s) 9-14, ISBN 9781450383844
Editor: ACM
DOI: 10.1145/3452369.3463816

Quality estimation models for gaming video streaming services using perceptual video quality dimensions

Autores: Saman Zadtootaghaj, Steven Schmidt, Saeed Shafiee Sabet, Sebastian Möller, Carsten Griwodz
Publicado en: Proceedings of the 11th ACM Multimedia Systems Conference, 2020, Página(s) 213-224, ISBN 9781450368452
Editor: ACM
DOI: 10.1145/3339825.3391872

Latency Preserving Self-optimizing Placement at the Edge

Autores: Luca Ferrucci, Matteo Mordacchini, Massimo Coppola, Emanuele Carlini, Hanna Kavalionak, Patrizio Dazzi
Publicado en: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021, Página(s) 3-8, ISBN 9781450383844
Editor: ACM
DOI: 10.1145/3452369.3463815

the pleroma case

Autores: Anaobi Ishaku Hassan; Aravindh Raman; Ignacio Castro; Haris Bin Zia; Emiliano De Cristofaro; Nishanth Sastry; Gareth Tyson
Publicado en: CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies, Edición 14, 2021
Editor: ACM
DOI: 10.5281/zenodo.5702473

EqualNet: A Secure and Practical Defense for Long-term Network Topology Obfuscation

Autores: Jinwoo Kim (KAIST), Eduard Marin (Telefonica Research (Spain)), Mauro Conti (University of Padua), Seungwon Shin (KAIST)
Publicado en: Network and Distributed Systems Security (NDSS) Symposium 202, 2022
Editor: Ndss

Cloud and Data Federation in MobiDataLab

Autores: Emanuele Carlini; Patrizio Dazzi; Francesco Lettich; Raffaele Perego; Chiara Renso
Publicado en: info:cnr-pdr/source/autori:Carlini E.; Dazzi P.; Lettich F.; Perego R.; Renso C./congresso_nome:FRAME'21 - 1st Workshop on Flexible Resource and Application Management on the Edge/congresso_luogo:Virtual Event, Sweden/congresso_data:25%2F06%2F2021/anno:2021/pagina_da:/pagina_a:/intervallo_pagine:, Edición 33, 2021
Editor: ACM
DOI: 10.1145/3452369.3463819

Under the Spotlight: Web Tracking in Indian Partisan News Websites

Autores: Agarwal, Vibhor; Vekaria, Yash; Agarwal, Pushkal; Mahapatra, Sangeeta; Set, Shounak; Muthiah, Sakthi Balan; Sastry, Nishanth; Kourtellis, Nicolas
Publicado en: Proceedings of the fifteenth International AAAI Conference on Web and Social Media, Edición 5, 2021
Editor: Association for the Advancement of Artificial Intelligence Press

towards automatically deriving optimal OS configurations

Autores: Alexander Jung; Hugo Lefeuvre; Charalampos Rotsos; Pierre Olivier; Daniel Oñoro-Rubio; Felipe Huici; Mathias Niepert
Publicado en: APSys '21: Proceedings of the 12th ACM SIGOPS Asia-Pacific Workshop on Systems, Edición 2, 2021
Editor: ACM
DOI: 10.1145/3476886.3477506

Intelligent Proactive Fault Tolerance at the Edge through Resource Usage Prediction

Autores: T Theodoropoulos, J Violos, S Tsanakas, A Leivadeas, K Tserpes, T. Varvarigou
Publicado en: ITU Journal on Future and Evolving Technologies, 2023, ISSN 2616-8375
Editor: ITU

AI-based Network-aware Service Function Chain Migration in 5G and Beyond Networks

Autores: Rami Akrem Addad, Diego Leonel Cadette Dutra, Tarik Taleb, Hannu Flinck
Publicado en: IEEE Transactions on Network and Service Management, 2021, Página(s) 1-1, ISSN 1932-4537
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2021.3074618

Toward Using Reinforcement Learning for Trigger Selection in Network Slice Mobility

Autores: Rami Akrem Addad, Diego Leonel Cadette Dutra, Tarik Taleb, Hannu Flinck
Publicado en: IEEE Journal on Selected Areas in Communications, Edición 39/7, 2021, Página(s) 2241-2253, ISSN 0733-8716
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3078501

Intelligent Horizontal Autoscaling in Edge Computing using a Double Tower Neural Network

Autores: John Violos, Stylianos Tsanakas, Theodoros Theodoropoulos, Aris Leivadeas, Konstantinos Tserpes, Theodora Varvarigou
Publicado en: Computer Networks, 2022, ISSN 1389-1286
Editor: Elsevier BV

Immersive visual scripting based on VR software design patterns for experiential training

Autores: Paul Zikas, George Papagiannakis, Nick Lydatakis, Steve Kateros, Stavroula Ntoa, Ilia Adami, Constantine Stephanidis
Publicado en: The Visual Computer, Edición 36/10-12, 2020, Página(s) 1965-1977, ISSN 0178-2789
Editor: Springer Verlag
DOI: 10.1007/s00371-020-01919-0

NDNetGaming - development of a no-reference deep CNN for gaming video quality prediction

Autores: Markus Utke, Saman Zadtootaghaj, Steven Schmidt, Sebastian Bosse, Sebastian Möller
Publicado en: Multimedia Tools and Applications, 2020, ISSN 1380-7501
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11042-020-09144-6

Serverless Computing: A Security Perspective

Autores: Eduard Marin; Diego Perino; Roberto Di Pietro
Publicado en: Journal of Cloud Computing, Edición 2, 2022, ISSN 2192-113X
Editor: Springer Science + Business Media
DOI: 10.48550/arxiv.2107.03832

Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study

Autores: Theodoros Theodoropoulos; Antonios Makris; Ioannis Kontopoulos; John Violos; Przemysław Tarkowski; Zbyszek Ledwoń; Patrizio Dazzi; Konstantinos Tserpes
Publicado en: Elsevier International Journal of Information Management Data Insights, Edición 39, 2023, ISSN 2667-0968
Editor: Elsevier
DOI: 10.1016/j.jjimei.2023.100158

A survey on privacy for B5G/6G: New privacy challenges, and research directions

Autores: Chamara Sandeepa and Bartlomiej Siniarski and Nicolas Kourtellis and Shen Wang and Madhusanka Liyanage
Publicado en: Journal of Industrial Information Integration, 2022, ISSN 2452-414X
Editor: Elsevier

Privacy-Preserving AI for Future Networks

Autores: Diego Perino, Kleomenis Katevas, Andra Lutu, Eduard Marin, Nicolas Kourtellis
Publicado en: Communications of the ACM, 2022, ISSN 0001-0782
Editor: Association for Computing Machinary, Inc.

MAGES 4.0: Accelerating the World’s Transition to VR Training and Democratizing the Authoring of the Medical Metaverse

Autores: Zikas, Paul and Protopsaltis, Antonis and Lydatakis, Nick and Kentros, Mike and Geronikolakis, Stratos and Kateros, Steve and Kamarianakis, Manos and Evangelou, Giannis and Filippidis, Achilleas and Grigoriou, Eleni and Angelis, Dimitris and Tamiolakis, Michail and Dodis, Michael and Kokiadis, George and Petropoulos, John and Pateraki, Maria and Papagiannakis, George
Publicado en: IEEE Computer Graphics and Applications, 2023, ISSN 1558-1756
Editor: IEEE

Scenior: An Immersive Visual Scripting system based on VR Software Design Patterns for Experiential Training

Autores: Zikas, Paul; Papagiannakis, George; Lydatakis, Nick; Kateros, Steve; Ntoa, Stavroula; Adami, ilia; Stephanidis, Constantine
Publicado en: The Visual Computer: International Journal of Computer Graphics, Edición 5, 2020, ISSN 0178-2789
Editor: Springer Verlag
DOI: 10.48550/arxiv.1909.05719

TASE: Task-Aware Speech Enhancement for Wake-Up Word Detection in Voice Assistants

Autores: Guillermo Cámbara; Fernando López; David Bonet; Pablo Gómez; Carlos Segura; Mireia Farrús; Jordi Luque
Publicado en: instname:Universidad de Barcelona, Edición 5, 2022, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app12041974

Virtual Reality Medical Training for COVID-19 Swab Testing and Proper Handling of Personal Protective Equipment: Development and Usability

Autores: Paul Zikas; Paul Zikas; Paul Zikas; Steve Kateros; Steve Kateros; Steve Kateros; Nick Lydatakis; Nick Lydatakis; Nick Lydatakis; Mike Kentros; Mike Kentros; Mike Kentros; Efstratios Geronikolakis; Efstratios Geronikolakis; Efstratios Geronikolakis; Manos Kamarianakis; Manos Kamarianakis; Manos Kamarianakis; Manos Kamarianakis; Giannis Evangelou; Giannis Evangelou; Giannis Evangelou; Ioanna Kartson
Publicado en: Frontiers in Virtual Reality, Vol 2 (2022), Edición 2, 2022, ISSN 2673-4192
Editor: Frontiers
DOI: 10.48350/175312

XR-RF Imaging Enabled by Software-Defined Metasurfaces and Machine Learning: Foundational Vision, Technologies and Challenges

Autores: Liaskos, Christos and Tsioliaridou, Ageliki and Georgopoulos, Konstantinos and Morianos, Ioannis and Ioannidis, Sotiris and Salem, Iosif and Manessis, Dionyssios and Schmid, Stefan and Tyrovolas, Dimitrios and Tegos, Sotiris A. and Mekikis, Prodromos-Vasileios and Diamantoulakis, Panagiotis D. and Pitilakis, Alexandros and Kantartzis, Nikolaos V. and Karagiannidis, George K. and Tasolamprou, Anna
Publicado en: IEEE ACCESS, 2022, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.

Transition from monolithic to microservice-based applications. Challenges from the developer perspective

Autores: Antonios Makris; Konstantinos Tserpes; Theodora Varvarigou
Publicado en: Open Research Europe, Edición 10, 2022, ISSN 2732-5121
Editor: Open Research Europe
DOI: 10.12688/openreseurope.14505.1

Less is More: Efficient Networked VR Transformation Handling Using Geometric Algebra

Autores: Manos Kamarianakis; Ilias Chrysovergis; Nick Lydatakis; Mike Kentros; George Papagiannakis
Publicado en: Advances in Applied Clifford Algebras, Edición 2, 2023, ISSN 0188-7009
Editor: Universidad Nacional Autonoma de Mexico
DOI: 10.1007/s00006-022-01253-9

FLaaS - practical federated learning as a service for mobile applications

Autores: Kleomenis Katevas, Diego Perino, and Nicolas Kourtellis
Publicado en: HotMobile '22: Proceedings of the 23rd Annual International Workshop on Mobile Computing Systems and Applications, 2022
Editor: ACM

FLaaS - enabling practical federated learning on mobile environments

Autores: Kleomenis Katevas, Diego Perino, and Nicolas Kourtellis
Publicado en: MobiSys '22: Proceedings of the 20th Annual International Conference on Mobile Systems, Applications and Services, 2022
Editor: ACM

ACCORDION: Edge Computing for NextGen Applications

Autores: Patrizio Dazzi
Publicado en: info:cnr-pdr/source/autori:Dazzi P./titolo:ACCORDION: Edge Computing for NextGen Applications/doi:/rivista:ERCIM news online edition/anno:2021/pagina_da:/pagina_a:/intervallo_pagine:/volume:125, Edición 7, 2021, ISSN 1564-0094
Editor: ERCIM

Driving AI-IoT design towards the UN Sustainable Development Goals (SDGs)

Autores: Tulone D.; Samuel G.; Tibuzzi A.; Coppola M.; Charter M.; Gemma P.; Henz P.; Gonzales R.; Chessa S.; Catarci T.
Publicado en: ISTI Technical Report, ISTI-2022-TR/030, pp.1–20, 2022, Edición 5, 2022, ISSN 2076-3417
Editor: MDPI

ITU-T Standardization Activities Targeting Gaming Quality of Experience

Autores: Steven Schmidt, Saman Zadtootaghaj, and Sebastian Möller
Publicado en: ACM SIGMultimedia Records, 2021
Editor: ACM

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