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

Deliverables

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

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

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

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

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

Publications

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

Author(s): Emanuele Vitali, Anton Lokhmoto, Gianluca Palermo
Published in: International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS XXI), 2021
Publisher: Springer

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

Author(s): Christian Pilato, Francesco Regazzoni
Published in: Proceedings of the 1st Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE'21), 2021
Publisher: arxiv

Compiler Infrastructure for Specializing Domain-Specific Memory Templates

Author(s): Stephanie Soldavini, Christian Pilato
Published in: Proceedings of the 1st Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE'21), 2021, Page(s) 1-2
Publisher: arxiv

Automatic Generation of Efficient Data Layouts for High Bandwidth Utilization

Author(s): Stephanie Soldavini; Donatella Sciuto; Christian Pilato
Published in: ASPDAC '23: Proceedings of the 28th Asia and South Pacific Design Automation Conference, Issue 11, 2023
Publisher: ACM
DOI: 10.1145/3566097.3567892

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

Author(s): S. Curzel, S. Jovic, M. Fiorito, A. Tumeo, F. Ferrandi
Published in: IMPACT 2022: The 12th International Workshop on Polyhedral Compilation Techniques, 2022
Publisher: IMPACT

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

Author(s): 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
Published in: 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2021, Page(s) 1320-1325, ISBN 978-3-9819263-5-4
Publisher: IEEE
DOI: 10.23919/date51398.2021.9473940

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

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

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

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

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

Author(s): Flavia Caforio, Pierpaolo Iannicelli, Michele Paolino, Daniel Raho
Published in: 2021 10th Mediterranean Conference on Embedded Computing (MECO), 2021, Page(s) 1-4, ISBN 978-1-6654-3912-1
Publisher: IEEE
DOI: 10.1109/meco52532.2021.9460246

A Survey on Domain-Specific Memory Architectures

Author(s): Stephanie Soldavini, Christian Pilato
Published in: Journal of Integrated Circuits and Systems, Issue 16/2, 2021, Page(s) 1-9, ISSN 1807-1953
Publisher: 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

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

Dynamically-Tunable Dataflow Architectures Based on Markov Queuing Models

Author(s): Tibaldi, M.; Palermo, G.; Pilato, C.
Published in: MDPI Electronics, Issue 11/4, 2022, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics11040555

The Side-Channel Metric Cheat Sheet

Author(s): Kostas Papagiannopoulos, Ognjen Glamočanin, Melissa Azouaoui, Dorian Ros, Francesco Regazzoni, and Mirjana Stojilović
Published in: ACM Computing Surveys, 2023, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3565571

Generating Posit-based Accelerators with High-Level Synthesis

Author(s): R. Murillo, A. A. D. Barrio, G. Botella, C. Pilato
Published in: IEEE Transactions on Circuits and Systems I: Regular Papers, 2023, ISSN 1549-8328
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcsi.2023.3299009

A Survey of FPGA Optimization Methods for Data Center Energy Efficiency

Author(s): M. Tibaldi, C. Pilato
Published in: IEEE Transactions on Sustainable Computing, 2023, ISSN 2377-3782
Publisher: IEEE
DOI: 10.1109/tsusc.2023.3273852

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