Deliverables 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 Publications Conference proceedings (20) Enabling An Isolated And Energy-Aware Deployment of Computationally Intensive Kernels on Multi-Tenant Environments Author(s): A. Kokkinis, A. Nanos, K. Siozios Published in: International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS 2023), 2023, ISBN 978-3-031-46077-7 Publisher: Springer DOI: 10.1007/978-3-031-46077-7_27 Optimizing Savitzky-Golay Filter on GPU and FPGA Accelerators for Financial Applications Author(s): I. Oroutzoglou, A. Kokkinis, A.Ferikoglou, D. Danopoulos, D. Masouros and K. Siozios Published in: IEEE International Conference on Modern Circuits and Systems Technologies (MOCAST), 2022 Publisher: IEEE Cycle Detection and Clustering for Cyber Physical Systems Author(s): G. Iuhasz, S. Panica, A. Duma Published in: International Conference on Advanced Information Networking and Applications, 2023 Publisher: Springer DOI: 10.1007/978-3-031-28694-0_10 A Quality of Experience Illustrator User Interface for Cloud Provider Recommendations Author(s): P. Kokkinos, D. Margaris and D. Spiliotopoulos Published in: International Conference on Human-Computer Interaction, 2022 Publisher: Springer DOI: 10.1007/978-3-031-06417-3_42 Dynamic Heap Management in High-Level Synthesis for Many-Accelerator Architectures Author(s): A. Kokkinis, D. Diamantopoulos, K. Siozios Published in: IEEE 32nd International Conference on Field-Programmable Logic and Applications (FPL 2022), 2022 Publisher: IEEE DOI: 10.1109/fpl57034.2022.00051 The SERRANO platform: Stepping towards seamless application development & deployment in the heterogeneous edge-cloud continuum Author(s): A. Ferikoglou, A. Kokkinis, D. Danopoulos, I. Oroutzoglou, A. Nanos, S. Karanastasis, M. Sipos, J. Ghotbi, J.J. Vegas-Olmos, D. Masouros, K. Siozios Published in: Design, Automation & Test in Europe Conference & Exhibition (DATE 2023), 2023, ISBN 979-8-3503-9624-9 Publisher: IEEE DOI: 10.23919/date56975.2023.10137039 Towards the Realization of Converged Cloud, Edge and Networking Infrastructures in Smart MegaCities Author(s): P. Kokkinos Published in: 27th IEEE Symposium on Computers and Communications (ISCC 2022), 2022 Publisher: IEEE Securitization of cloud, edge and IoT communications through hardware accelerations/offloadings Author(s): B. Pismenny, J.J. Olmos, Y. Zack, L. Liss, A. Dömeke, C. Stan, C. Garcia, I. Monroy, P. Kokkinos, A. Kretsis and M. Varvarigos Published in: Workshop on Intelligent operations, security, and acceleration for edge computing (MeditCom), 2021 Publisher: IEEE DOI: 10.1109/meditcom49071.2021.9647500 Machine Learning Network Tomography with partial topology knowledge and dynamic routing Author(s): I. Sartzetakis and E. Varvarigos Published in: IEEE Global Communications Conference, 2022, ISBN 978-1-6654-3540-6 Publisher: IEEE DOI: 10.1109/globecom48099.2022.10001622 Secured Distributed Storage Resource Allocation on Cloud-Edge Infrastructures Author(s): K. Kontodimas, P. Soumplis, P. Kokkinos, E. Varvarigos Published in: IEEE 10th International Conference on Cloud Networking (CloudNet), 2021 Publisher: IEEE DOI: 10.1109/cloudnet53349.2021.9657156 HW/SW Acceleration of Multiple Workloads Within the SERRANO’s Computing Continuum Author(s): A. Kokkinis, A. Ferikoglou, I. Oroutzoglou, D. Danopoulos, D. Masouros, and K. Siozios Published in: International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS 2022), 2022 Publisher: Springer DOI: 10.1007/978-3-031-15074-6_25 Dynamic Edge/Cloud Resource Allocation for Distributed Computation under Semi-Static Demands Author(s): I. Sartzetakis, P. Pantazopoulos, K. V. Katsaros, V. Sourlas, E. Varvarigos Published in: IEEE 2024 IEEE International Conference on Communications (ICC 2024), 2024 Publisher: IEEE TUFA: A TOSCA extension for the specification of accelerator-aware applications in the Cloud Continuum Author(s): Florin-Adrian Spataru, Gabriel Iuhasz, Silviu Panica Published in: IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC), 2022 Publisher: IEEE DOI: 10.1109/compsac54236.2022.00185 Towards Efficient HW Acceleration in Edge-Cloud Infrastructures: The SERRANO Approach Author(s): A. Ferikoglou, I. Oroutzoglou, A. Kokkinis, D. Danopoulos, D. Masouros, E. Chondrogiannis, A. Fernandez Gomez, A. Kretsis, P. Kokkinos, E. Varvarigos and K. Siozios Published in: International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS), 2022 Publisher: Springer DOI: 10.1007/978-3-031-04580-6_24 SERRANO: Transparent Application Deployment in a Secure, Accelerated and Cognitive Cloud Continuum Author(s): 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 Published in: Workshop on Intelligent operations, security, and acceleration for edge computing (MeditCom), 2021 Publisher: IEEE DOI: 10.1109/meditcom49071.2021.9647689 Leveraging HW approximation for exploiting performance-energy trade-offs within edge-cloud computing continuum Author(s): A. Kokkinis, A. Ferikoglou, D. Danopoulos, D. Masouros and K. Siozios Published in: Workshop on Virtualization in High-Performance Cloud Computing (VHPC), 2021 Publisher: Springer DOI: 10.1007/978-3-030-90539-2_27 Hardware-Accelerated FaaS for the Edge-Cloud Continuum Author(s): 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 Published in: Cloud-Edge Continuum Worksho, 2023 Publisher: IEEE DOI: 10.1109/icnp59255.2023.10355594 Intent-based AI-enhanced Service Orchestration for application deployment and execution in the Cloud Continuum Author(s): E. Chondrogiannis, E. Karanastasis, V. Andronikou, A. Spătaru, A. Nanos, A. Kretsis, P.Kokkinos Published in: 10th European Conference On Service-Oriented And Cloud Computing (ESOCC 2023), 2023, ISBN 978-3-031-46235-1 Publisher: Springer DOI: 10.1007/978-3-031-46235-1_17 Resource Allocation for Distributed Machine Learning at the (Edge-Cloud) Continuum Author(s): I. Sartzetakis, P. Soumplis, P. Pantazopoulos, K. Katsaros, V. Sourlas, E. Varvarigos Published in: IEEE International Conference on Communications (ICC), 2022 Publisher: IEEE DOI: 10.5281/zenodo.6861466 Hardware-Aware Automated Neural Minimization for Printed Multilayer Perceptrons Author(s): A. Kokkinis, G. Zervakis, K. Siozios, M. B. Tahoori and J. Henkel Published in: Design, Automation & Test in Europe Conference & Exhibition (DATE 2023), 2023 Publisher: - Peer reviewed articles (9) Network Tomography with Partial Topology Knowledge and Dynamic Routing Author(s): I. Sartzetakis, E. Varvarigos Published in: Journal of Network and Systems Management, 2023 Publisher: springer DOI: 10.1007/s10922-023-09763-y Variability-Aware Approximate Circuit Synthesis via Genetic Optimization Author(s): K. Balaskas, F. Klemme, G. Zervakis, K. Siozios, H. Amrouch, J. Henkel Published in: IEEE Transactions on Circuits and Systems I: Regular Papers, 2022 Publisher: IEEE DOI: 10.1109/tcsi.2022.3183858 Anomaly detection for fault detection in wireless community networks using machine learning Author(s): L. Cerdà-Alabern, G. Iuhasz, G, Gemmi Published in: Computer Communications, 2023, ISSN 0000-0000 Publisher: Elsevier DOI: 10.1016/j.comcom.2023.02.019 Edge/Cloud Infinite-time Horizon Resource Allocation for Distributed Machine Learning and General Tasks Author(s): I. Sartzetakis, P. Soumplis, P. Pantazopoulos, K. V. Katsaros, V. Sourlas and E. Varvarigos Published in: IEEE Transactions on Network and Service Management, 2023, ISSN 0000-0000 Publisher: IEEE Secure Distributed Storage Orchestration on Heterogeneous Cloud-Edge Infrastructures Author(s): K. Kontodimas, P. Soumplis, A. Kretsis, P. Kokkinos, M. Fehér, D. Lucani, E. Varvarigos Published in: IEEE Transactions on Cloud Computing, 2023, ISSN 2168-7161 Publisher: Institute of Electrical and Electronics Engineers Inc. DOI: 10.1109/tcc.2023.3287653 AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch Author(s): D. Danopoulos, G. Zervakis, K. Siozios, D. Soudris and J. Henkel Published in: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023, ISSN 0278-0070 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tcad.2022.3212645 Automated Design Approximation to Overcome Circuit Aging Author(s): K. Balaskas, G. Zervakis, H. Amrouch, J. Henkel and K. Siozios Published in: IEEE Transactions on Circuits and Systems I: Regular Papers, 2021, ISSN 1558-0806 Publisher: IEEE DOI: 10.1109/tcsi.2021.3106149 Dynamic Optimization of On-Chip Memories for HLS Targeting Many-Accelerator Platforms Author(s): A. Kokkinis, D. Diamantopoulos and K. Siozios Published in: IEEE Computer Architecture Letters, 2022, ISSN 1556-6056 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/lca.2022.3190048 Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization Author(s): K. Balaskas, A. Karatzas, C. Sad, K. Siozios, I. Anagnostopoulos, G. Zervakis, J. Henkel Published in: IEEE Transactions on Emerging Topics in Computing, 2023, ISSN 0000-0000 Publisher: IEEE Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
