TRANSPARENT APPLICATION DEPLOYMENT IN A SECURE, ACCELERATED AND COGNITIVE CLOUD CONTINUUM

Informations projet

SERRANO

N° de convention de subvention: 101017168

DOI

10.3030/101017168

Projet clôturé

Date de signature de la CE 8 Decembre 2020

Date de début 1 Janvier 2021

Date de fin 31 Decembre 2023

Financé au titre de

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Coût total

€ 4 343 180,00

Contribution de l’UE

€ 4 343 180,00

Coordonné par

EREVNITIKO PANEPISTIMIAKO INSTITOUTO SYSTIMATON EPIKOINONION KAI YPOLOGISTON
Greece

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (23)

Final version of SERRANO architecture

It will include the final and detailed version of the overall SERRANO architecture all the required building blocks their interactions and specifications for the required vertical and horizontal interfaces

Abstraction models and intelligent service orchestration

It will include the developed abstraction models for resources services and applications the application profiling mechanisms and the AIenhanced Service Orchestrator along with the AIML techniques for transparent deployment of applications

Report on standardization activities

It will include the initial report on standardization and collaboration activities

Final report on standardization activities

It will include the final report on standardization and collaboration activities.

Business, end user and technical evaluation

It will include the evaluation outcomes after the initial integration and testing for the SERRANO use cases, from the technical, business and end user perspective.

SERRANO use cases, platform requirements and KPIs analysis

It will include the initial report regarding the SERRANO platform requirements and use cases definitions and descriptions It will also include the appropriate KPIs that will be used for evaluating the innovations developed in the project

Framework for seamlessly integration of heterogeneous workload-aware performance improvement

This deliverable will include a holistic framework for rapid prototyping of HWSW kernels based on enhanced versions of PlugChip VVUQ and REMAP flows including abstraction for serverless workloads

SERRANO architecture

It will include the initial version of the overall SERRANO architecture its key building blocks and their interactions along with specifications for the required vertical and horizontal interfaces

The SERRANO integrated platform

It will include the first release of the integrated platform and will report the outcomes of the initial diverse tests unit integration subsystem end to end

Final version of SERRANO use cases, platform requirements and KPIs analysis

It will include the final report regarding the SERRANO platform requirements use cases descriptions and KPIs for evaluating the innovations developed in the project

Algorithmic framework, performance and power models

It will include the developed multiobjective networkaware resource allocation and service orchestration optimization algorithms the AIMLdriven service assurance selfconfiguration and reoptimization mechanisms It will also include the energy and resource aware flow mapping framework

Final Release of the SERRANO Cloud and Edge Acceleration Platforms and Tools

This deliverable constitutes the final release of the platforms, frameworks and tools developed in WP4 following the user, technical and business feedback received during the first round in WP7.

Final version of business, end user and technical evaluation

It will include the final evaluation outcomes for the SERRANO use cases, from the technical, business and end user perspective.

Final release of SERRANO Secure Infrastructure Layer

It will be the final version of the WP3 technological outcomes following the user, technical and business feedback received during the first round in WP7.

Final publishable activity report

It will include the final publishable report.

Resource orchestration, telemetry and lightweight virtualization mechanisms

It will include the developed AIMLassisted cloud and network telemetry framework and the hierarchical resource orchestration mechanisms It will also include the lightweight virtualization and hypervisor mechanisms

State of the art analysis report

It will include the state of the art analysis performed in Task 21 regarding the different SERRANO technologies

HW/SW IPs for workload acceleration in disaggregated DCs

This deliverable will provide the repository with HWSW codesigned kernels that realize the SERRANO manyaccelerator platform

Secure Cloud Storage System

It will include a scalable secure storage system enabling massive storage deletion by cryptokey handling and mechanisms for distributed operation over multiple clouds and multiple edge storage nodes

Intelligent service and resource orchestration mechanisms

It will include the manual and prototype of the final tools and mechanisms developed in WP5.

Trust and isolated execution on untrusted physical tenders

It will include the development for the efficient lightweight hypervisor for isolated workload execution

Performance Maximization under Maximum Affordable Error for the HW and SW IPs

This deliverable will include the developments that improve the energy and delay metrics of HW SW IP kernels by applying transprecision and approximate computing techniques

Accelerated encrypted storage architecture

It will include an architecture definition of both the software and the hardware acceleration simulator implementation of the software and hardware solution and a hardware prototype that demonstrates the performance of the solution

Websites, patent fillings, videos etc. (3)

Intermediate project dissemination material and updates

It will include the dissemination material including website lay summary social media accounts posters white papers

Final project dissemination material and updates

It will include the dissemination material, including website, lay summary, social media accounts, posters, white papers.

Project dissemination material and updates

It will include the dissemination material including website lay summary social media accounts posters white papers

Demonstrators, pilots, prototypes (1)

Final version of SERRANO integrated platform

It will provide the final release of integrated platform and will report the outcomes of the final diverse tests.

Publications

Conference proceedings (20)

Enabling An Isolated And Energy-Aware Deployment of Computationally Intensive Kernels on Multi-Tenant Environments

Auteurs: A. Kokkinis, A. Nanos, K. Siozios
Publié dans: International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS 2023), 2023, ISBN 978-3-031-46077-7
Éditeur: Springer
DOI: 10.1007/978-3-031-46077-7_27

Optimizing Savitzky-Golay Filter on GPU and FPGA Accelerators for Financial Applications

Auteurs: I. Oroutzoglou, A. Kokkinis, A.Ferikoglou, D. Danopoulos, D. Masouros and K. Siozios
Publié dans: IEEE International Conference on Modern Circuits and Systems Technologies (MOCAST), 2022
Éditeur: IEEE

Cycle Detection and Clustering for Cyber Physical Systems

Auteurs: G. Iuhasz, S. Panica, A. Duma
Publié dans: International Conference on Advanced Information Networking and Applications, 2023
Éditeur: Springer
DOI: 10.1007/978-3-031-28694-0_10

A Quality of Experience Illustrator User Interface for Cloud Provider Recommendations

Auteurs: P. Kokkinos, D. Margaris and D. Spiliotopoulos
Publié dans: International Conference on Human-Computer Interaction, 2022
Éditeur: Springer
DOI: 10.1007/978-3-031-06417-3_42

Dynamic Heap Management in High-Level Synthesis for Many-Accelerator Architectures

Auteurs: A. Kokkinis, D. Diamantopoulos, K. Siozios
Publié dans: IEEE 32nd International Conference on Field-Programmable Logic and Applications (FPL 2022), 2022
Éditeur: IEEE
DOI: 10.1109/fpl57034.2022.00051

The SERRANO platform: Stepping towards seamless application development & deployment in the heterogeneous edge-cloud continuum

Auteurs: A. Ferikoglou, A. Kokkinis, D. Danopoulos, I. Oroutzoglou, A. Nanos, S. Karanastasis, M. Sipos, J. Ghotbi, J.J. Vegas-Olmos, D. Masouros, K. Siozios
Publié dans: Design, Automation & Test in Europe Conference & Exhibition (DATE 2023), 2023, ISBN 979-8-3503-9624-9
Éditeur: IEEE
DOI: 10.23919/date56975.2023.10137039

Towards the Realization of Converged Cloud, Edge and Networking Infrastructures in Smart MegaCities

Auteurs: P. Kokkinos
Publié dans: 27th IEEE Symposium on Computers and Communications (ISCC 2022), 2022
Éditeur: IEEE

Securitization of cloud, edge and IoT communications through hardware accelerations/offloadings

Auteurs: B. Pismenny, J.J. Olmos, Y. Zack, L. Liss, A. Dömeke, C. Stan, C. Garcia, I. Monroy, P. Kokkinos, A. Kretsis and M. Varvarigos
Publié dans: Workshop on Intelligent operations, security, and acceleration for edge computing (MeditCom), 2021
Éditeur: IEEE
DOI: 10.1109/meditcom49071.2021.9647500

Machine Learning Network Tomography with partial topology knowledge and dynamic routing

Auteurs: I. Sartzetakis and E. Varvarigos
Publié dans: IEEE Global Communications Conference, 2022, ISBN 978-1-6654-3540-6
Éditeur: IEEE
DOI: 10.1109/globecom48099.2022.10001622

Secured Distributed Storage Resource Allocation on Cloud-Edge Infrastructures

Auteurs: K. Kontodimas, P. Soumplis, P. Kokkinos, E. Varvarigos
Publié dans: IEEE 10th International Conference on Cloud Networking (CloudNet), 2021
Éditeur: IEEE
DOI: 10.1109/cloudnet53349.2021.9657156

HW/SW Acceleration of Multiple Workloads Within the SERRANO’s Computing Continuum

Auteurs: A. Kokkinis, A. Ferikoglou, I. Oroutzoglou, D. Danopoulos, D. Masouros, and K. Siozios
Publié dans: International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS 2022), 2022
Éditeur: Springer
DOI: 10.1007/978-3-031-15074-6_25

Dynamic Edge/Cloud Resource Allocation for Distributed Computation under Semi-Static Demands

Auteurs: I. Sartzetakis, P. Pantazopoulos, K. V. Katsaros, V. Sourlas, E. Varvarigos
Publié dans: IEEE 2024 IEEE International Conference on Communications (ICC 2024), 2024
Éditeur: IEEE

TUFA: A TOSCA extension for the specification of accelerator-aware applications in the Cloud Continuum

Auteurs: Florin-Adrian Spataru, Gabriel Iuhasz, Silviu Panica
Publié dans: IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC), 2022
Éditeur: IEEE
DOI: 10.1109/compsac54236.2022.00185

Towards Efficient HW Acceleration in Edge-Cloud Infrastructures: The SERRANO Approach

Auteurs: A. Ferikoglou, I. Oroutzoglou, A. Kokkinis, D. Danopoulos, D. Masouros, E. Chondrogiannis, A. Fernandez Gomez, A. Kretsis, P. Kokkinos, E. Varvarigos and K. Siozios
Publié dans: International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS), 2022
Éditeur: Springer
DOI: 10.1007/978-3-031-04580-6_24

SERRANO: Transparent Application Deployment in a Secure, Accelerated and Cognitive Cloud Continuum

Auteurs: A. Kretsis, P. Kokkinos, P. Soumplis, J.J. Olmos, M. Feher, M. Sipos, D. Lucani, D. Khabi, D. Masouros, K. Siozios, P. Bourgos, S. Tsekeridou, F. Zyulkyarov, E. Karanastasis, E. Chrondrogiannis, V. Andronikou, A. Gomez, S. Panica, G. Luhasz, A. Nanos, C. Chalios and E, Varvarigos
Publié dans: Workshop on Intelligent operations, security, and acceleration for edge computing (MeditCom), 2021
Éditeur: IEEE
DOI: 10.1109/meditcom49071.2021.9647689

Leveraging HW approximation for exploiting performance-energy trade-offs within edge-cloud computing continuum

Auteurs: A. Kokkinis, A. Ferikoglou, D. Danopoulos, D. Masouros and K. Siozios
Publié dans: Workshop on Virtualization in High-Performance Cloud Computing (VHPC), 2021
Éditeur: Springer
DOI: 10.1007/978-3-030-90539-2_27

Hardware-Accelerated FaaS for the Edge-Cloud Continuum

Auteurs: A.Nanos, A. Kretsis, C. Mainas, G. Ntouskos, A. Ferikoglou, D. Danopoulos, A. Kokkinis, D. Masouros, K. Siozios, P. Soumplis, P. Kokkinos, J.J. Vegas Olmos, and E. Varvarigos
Publié dans: Cloud-Edge Continuum Worksho, 2023
Éditeur: IEEE
DOI: 10.1109/icnp59255.2023.10355594

Intent-based AI-enhanced Service Orchestration for application deployment and execution in the Cloud Continuum

Auteurs: E. Chondrogiannis, E. Karanastasis, V. Andronikou, A. Spătaru, A. Nanos, A. Kretsis, P.Kokkinos
Publié dans: 10th European Conference On Service-Oriented And Cloud Computing (ESOCC 2023), 2023, ISBN 978-3-031-46235-1
Éditeur: Springer
DOI: 10.1007/978-3-031-46235-1_17

Resource Allocation for Distributed Machine Learning at the (Edge-Cloud) Continuum

Auteurs: I. Sartzetakis, P. Soumplis, P. Pantazopoulos, K. Katsaros, V. Sourlas, E. Varvarigos
Publié dans: IEEE International Conference on Communications (ICC), 2022
Éditeur: IEEE
DOI: 10.5281/zenodo.6861466

Hardware-Aware Automated Neural Minimization for Printed Multilayer Perceptrons

Auteurs: A. Kokkinis, G. Zervakis, K. Siozios, M. B. Tahoori and J. Henkel
Publié dans: Design, Automation & Test in Europe Conference & Exhibition (DATE 2023), 2023
Éditeur: -

Peer reviewed articles (9)

Network Tomography with Partial Topology Knowledge and Dynamic Routing

Auteurs: I. Sartzetakis, E. Varvarigos
Publié dans: Journal of Network and Systems Management, 2023
Éditeur: springer
DOI: 10.1007/s10922-023-09763-y

Variability-Aware Approximate Circuit Synthesis via Genetic Optimization

Auteurs: K. Balaskas, F. Klemme, G. Zervakis, K. Siozios, H. Amrouch, J. Henkel
Publié dans: IEEE Transactions on Circuits and Systems I: Regular Papers, 2022
Éditeur: IEEE
DOI: 10.1109/tcsi.2022.3183858

Anomaly detection for fault detection in wireless community networks using machine learning

Auteurs: L. Cerdà-Alabern, G. Iuhasz, G, Gemmi
Publié dans: Computer Communications, 2023, ISSN 0000-0000
Éditeur: Elsevier
DOI: 10.1016/j.comcom.2023.02.019

Edge/Cloud Infinite-time Horizon Resource Allocation for Distributed Machine Learning and General Tasks

Auteurs: I. Sartzetakis, P. Soumplis, P. Pantazopoulos, K. V. Katsaros, V. Sourlas and E. Varvarigos
Publié dans: IEEE Transactions on Network and Service Management, 2023, ISSN 0000-0000
Éditeur: IEEE

Secure Distributed Storage Orchestration on Heterogeneous Cloud-Edge Infrastructures

Auteurs: K. Kontodimas, P. Soumplis, A. Kretsis, P. Kokkinos, M. Fehér, D. Lucani, E. Varvarigos
Publié dans: IEEE Transactions on Cloud Computing, 2023, ISSN 2168-7161
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/tcc.2023.3287653

AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch

Auteurs: D. Danopoulos, G. Zervakis, K. Siozios, D. Soudris and J. Henkel
Publié dans: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023, ISSN 0278-0070
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcad.2022.3212645

Automated Design Approximation to Overcome Circuit Aging

Auteurs: K. Balaskas, G. Zervakis, H. Amrouch, J. Henkel and K. Siozios
Publié dans: IEEE Transactions on Circuits and Systems I: Regular Papers, 2021, ISSN 1558-0806
Éditeur: IEEE
DOI: 10.1109/tcsi.2021.3106149

Dynamic Optimization of On-Chip Memories for HLS Targeting Many-Accelerator Platforms

Auteurs: A. Kokkinis, D. Diamantopoulos and K. Siozios
Publié dans: IEEE Computer Architecture Letters, 2022, ISSN 1556-6056
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lca.2022.3190048

Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization

Auteurs: K. Balaskas, A. Karatzas, C. Sad, K. Siozios, I. Anagnostopoulos, G. Zervakis, J. Henkel
Publié dans: IEEE Transactions on Emerging Topics in Computing, 2023, ISSN 0000-0000
Éditeur: IEEE