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dEsign enVironmEnt foR Extreme-Scale big data analytics on heterogeneous platforms

Resultado final

Intermediate report of the compilation framework

Refined version of the report in D41 including actual interfaces of the alpha versions released for the software and the hardware compilation tool flows D43 and D44

Refined definition of the application use cases

This document describes the final version of the EVEREST application requirements based on revisiting the application use cases, starting halfway through the project schedule (M18).

Data management techniques: initial version

This deliverable summarizes the status of T31 T32 and T33 at month 18 It contains the initial definition of policies related to data layout communication and security and it reports the details of the intermediate status of the component The EVEREST API used by the virtualized runtime environment is defined in this deliverable

Intermediate runtime environment report

This report describes the features of the runtime environment released at month 18 where the integration interfaces with the autotuning framework and virtualization have been defined

Use case evaluation report

A detailed evaluation of the EVEREST applications optimized with the integrated design environment.

Refined specification of data requirements

This document describes the final version of the EVEREST data requirements based on revisiting the application use cases, starting halfway through the project schedule (M18), with insights from the initial activities in WP4.

Definition of the application use cases

This document collects the EVEREST application requirements This document will trigger the activities in WP6 as well as it composes the base of the final D24

Definition of the compilation framework

Early document with the definition of the DSL constructs for dataabstractions Task 41 the foreseen tool flow specification Task 42 details of the intended HLS flow and its extensions Task 43 a concrete proposal for the target language Task 44 This definition will allow for early feedback from applications partners

Final report of the compilation framework

Refined version of report D4.2 including interfaces of the beta integrated compilation tool flow (D4.6).

Definition of language requirements

This document collects the EVEREST language requirements This document will trigger the activities in WP4 and WP5 as well as it forms the base of the final D25

Initial dissemination plan

This deliverable describes the dissemination activities of the project In particular it describes the initial plan for the dissemination activities of the project and will be updated in D73

Intermediate dissemination report and updated plan

This deliverable describes the dissemination activities of the project and includes the report on the dissemination activities performed by the project partners during RP1

Refined specification of language requirements

This document describes the final version of the EVEREST language requirements based on revisiting the application use cases, starting halfway through the project schedule (M18) and with insights from the initial language development phase.

Final dissemination report

This deliverable describes the dissemination activities of the project and includes the report on the dissemination activities performed by the project partners during RP2 and the entire project.

Final runtime environment report

Documentation of the entire runtime environment, including auto-tuning, virtualization and decision-making engine with the variant selection.

Data management techniques: final version

This deliverable summarizes the work done in T3.1, T3.2, and T3.3 at the end of the tasks. It contains the updated and consolidated definition of policies related to data layout, communication, and security. Furthermore, it reports the architectural details and the characteristics of all the components implemented in the different tasks.

Definition of data requirements

This document collects the EVEREST data requirements This document will trigger the activities in WP3 as well as it composes the base of the final D26

Project website

This deliverable will be the design and implementation of a website as pivotal communication and dissemination vehicle for the project technology and product announcements The web portal will be updated regularly with the latest information about the project its activities and intermediary results Google Analytics will be used to monitor the traffic on the public area of the website

Interim data management plan

The interim plan will provide an update on how project data will be collected processed managed stored during the project It will also discuss timing and conditions to eventually open the data to external organizations

Initial data management plan

The initial plan will explain how project data will be collected processed managed stored during the project It will also discuss timing and conditions to eventually open the data to external organizations

Final data management plan

The plan will report how project data are collected, processed, managed, stored during the project. It will also discuss timing and conditions to eventually open the data to external organizations also after the end of the project.

Publicaciones

ConDRust: Scalable Deterministic Concurrency from Verifiable Rust Programs

Autores: Felix Suchert, Lisza Zeidler, Jeronimo Castrillon, Sebastian Ertel
Publicado en: Proceedings of 37th European Conference on Object-Oriented Programming (ECOOP 2023), Edición 263, 2023
Editor: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.ecoop.2023.33

Dynamic Network selection for the Object Detection task: why it matters and what we (didn't) achieve

Autores: Emanuele Vitali, Anton Lokhmoto, Gianluca Palermo
Publicado en: International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS XXI), 2021
Editor: Springer

High-Level Synthesis of Security Properties via Software-Level Abstractions

Autores: Christian Pilato, Francesco Regazzoni
Publicado en: Proceedings of the 1st Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE'21), 2021
Editor: arxiv

Compiler Infrastructure for Specializing Domain-Specific Memory Templates

Autores: Stephanie Soldavini, Christian Pilato
Publicado en: Proceedings of the 1st Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE'21), 2021, Página(s) 1-2
Editor: arxiv

Automatic Generation of Efficient Data Layouts for High Bandwidth Utilization

Autores: Stephanie Soldavini; Donatella Sciuto; Christian Pilato
Publicado en: ASPDAC '23: Proceedings of the 28th Asia and South Pacific Design Automation Conference, Edición 11, 2023
Editor: ACM
DOI: 10.1145/3566097.3567892

Higher-Level Synthesis: experimenting with MLIRpolyhedral representations for accelerator design

Autores: S. Curzel, S. Jovic, M. Fiorito, A. Tumeo, F. Ferrandi
Publicado en: IMPACT 2022: The 12th International Workshop on Polyhedral Compilation Techniques, 2022
Editor: IMPACT

EVEREST: A design environment for extreme-scale big data analytics on heterogeneous platforms

Autores: Christian Pilato, Stanislav Bohm, Fabien Brocheton, Jeronimo Castrillon, Riccardo Cevasco, Vojtech Cima, Radim Cmar, Dionysios Diamantopoulos, Fabrizio Ferrandi, Jan Martinovic, Gianluca Palermo, Michele Paolino, Antonio Parodi, Lorenzo Pittaluga, Daniel Raho, Francesco Regazzoni, Katerina Slaninova, Christoph Hagleitner
Publicado en: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2021, Página(s) 1320-1325, ISBN 978-3-9819263-5-4
Editor: IEEE
DOI: 10.23919/date51398.2021.9473940

From Domain-Specific Languages to Memory-Optimized Accelerators for Fluid Dynamics

Autores: F. A. Karl Friebel, Stephanie Soldavini, Gerald Hempel, Christian Pilato, Jeronimo Castrillon
Publicado en: 2021 IEEE International Conference on Cluster Computing (CLUSTER), 2021, Página(s) 759-766, ISBN 978-1-7281-9666-4
Editor: IEEE
DOI: 10.1109/cluster48925.2021.00112

A Case for Function-as-a-Service with Disaggregated FPGAs

Autores: Burkhard Ringlein, Francois Abel, Dionysios Diamantopoulos, Beat Weiss, Christoph Hagleitner, Marc Reichenbach, Dietmar Fey
Publicado en: 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 2021, Página(s) 333-344, ISBN 978-1-6654-0060-2
Editor: IEEE
DOI: 10.1109/cloud53861.2021.00047

VOSySmonitoRV: a mixed-criticality solution on Linux-capable RISC-V platforms

Autores: Flavia Caforio, Pierpaolo Iannicelli, Michele Paolino, Daniel Raho
Publicado en: 2021 10th Mediterranean Conference on Embedded Computing (MECO), 2021, Página(s) 1-4, ISBN 978-1-6654-3912-1
Editor: IEEE
DOI: 10.1109/meco52532.2021.9460246

Advancing Compilation of DNNs for FPGAs Using Operation Set Architectures

Autores: B. Ringlein, F. Abel, D. Diamantopoulos, B. Weiss, C. Hagleitner, D. Fey
Publicado en: IEEE Computer Architecture Letters, Edición 22(1), 2023, Página(s) 9-12, ISSN 1556-6064
Editor: IEEE Computer Architecture Letters
DOI: 10.1109/lca.2022.3227643

A Survey on Domain-Specific Memory Architectures

Autores: Stephanie Soldavini, Christian Pilato
Publicado en: Journal of Integrated Circuits and Systems, Edición 16/2, 2021, Página(s) 1-9, ISSN 1807-1953
Editor: Springer Verlag
DOI: 10.29292/jics.v16i2.509

Automatic Creation of High-Bandwidth Memory Architectures from Domain-Specific Languages: The Case of Computational Fluid Dynamics

Autores: Stephanie Soldavini, Karl F. A. Friebel, Mattia Tibaldi, Gerald Hempel, Jeronimo Castrillon, Christian Pilato
Publicado en: ACM Transactions on Reconfigurable Technology and Systems, 2023, ISSN 1936-7406
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3563553

Compact Circuits for Efficient Möbius Transform

Autores: Banik, S., Regazzoni, F.
Publicado en: IACR Transactions on Cryptographic Hardware and Embedded Systems, Edición 2024(2), 2024, Página(s) 481–521, ISSN 2569-2925
Editor: IACR
DOI: 10.46586/tches.v2024.i2.481-521

Dynamically-Tunable Dataflow Architectures Based on Markov Queuing Models

Autores: Tibaldi, M.; Palermo, G.; Pilato, C.
Publicado en: MDPI Electronics, Edición 11/4, 2022, ISSN 2079-9292
Editor: MDPI
DOI: 10.3390/electronics11040555

The Side-Channel Metric Cheat Sheet

Autores: Kostas Papagiannopoulos, Ognjen Glamočanin, Melissa Azouaoui, Dorian Ros, Francesco Regazzoni, and Mirjana Stojilović
Publicado en: ACM Computing Surveys, 2023, ISSN 0360-0300
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3565571

Generating Posit-based Accelerators with High-Level Synthesis

Autores: R. Murillo, A. A. D. Barrio, G. Botella, C. Pilato
Publicado en: IEEE Transactions on Circuits and Systems I: Regular Papers, 2023, ISSN 1549-8328
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcsi.2023.3299009

A Survey of FPGA Optimization Methods for Data Center Energy Efficiency

Autores: M. Tibaldi, C. Pilato
Publicado en: IEEE Transactions on Sustainable Computing, 2023, ISSN 2377-3782
Editor: IEEE
DOI: 10.1109/tsusc.2023.3273852

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