Extreme Near-Data Processing Platform

Informations projet

NEARDATA

N° de convention de subvention: 101092644

DOI

10.3030/101092644

Projet clôturé

Date de signature de la CE 16 Novembre 2022

Date de début 1 Janvier 2023

Date de fin 31 Decembre 2025

Financé au titre de

• Digital, Industry and Space

Coût total

€ 3 913 585,00

Contribution de l’UE

€ 3 913 585,00

Coordonné par

UNIVERSITAT ROVIRA I VIRGILI
Spain

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 (7)

First release of KPI benchmarks in all use cases and data connector libraries

This deliverable will describe the first validation benchmarks in the five use cases. First release of open data connectors.

Communication plan

Definition of the required process and strategy for communication activities. Description of the planned communication activities and expected progress reporting. It will also describe planned community involvement activities.

Initial Architecture Specifications

Description of use case scenarios, experiments and benchmarking framework. Initial specifications of the architecture.

Data Broker release and documentation

The deliverable will describe the architecture and functionality of the Data Broker.

Communication and standardization report

Description of the first months of standardization activities with a summary of the main achievements of the project partners. Description of the dissemination and community involvement activities with lessons learned and progress reporting.

NEARDATA Architecture Specs and Early Prototypes

Specification of the Architecture and APIs. Documentation, early tutorials, and automated tests for the early prototypes of the different software components.

XtremeHub first release and documentation

The deliverable will describe the architecture and functionality of the data connector interfaces connecting to the data sources.

Websites, patent fillings, videos etc. (1)

Public Project Website

A website will be developed in order to provide a continuous update about the project progress and the results obtained during it. All public deliverables and publications (Open Access) will be uploaded on the website.

Data Management Plan (1)

Data Management Plan

Document describing project data management strategies. The different experiments, workloads, benchmarks, and results will be delivered as Open Research Data for the community.

Publications

Peer reviewed articles (8)

Building Stateless Serverless Vector DBs via Block-based Data Partitioning

Auteurs: Daniel Barcelona-Pons, Raúl Gracia-Tinedo, Albert Cañadilla-Domingo, Xavier Roca-Canals, Pedro García-López
Publié dans: Proceedings of the ACM on Management of Data, Numéro 3, 2025, ISSN 2836-6573
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3769769

A Seer Knows Best: Auto-tuned Object Storage Shuffling for Serverless Analytics

Auteurs: G. Eizaguirre and M. Sánchez-Artigas
Publié dans: Journal of Parallel and Distributed Computing, 2023, ISSN 1096-0848
Éditeur: Elsevier Inc.
DOI: 10.1145/3528535.3565241

MLLess: Achieving Cost Efficiency in Serverless Machine Learning Training

Auteurs: P. Gimeno Sarroca and M. Sánchez-Artigas
Publié dans: Journal of Parallel and Distributed Computing, 2023, ISSN 1096-0848
Éditeur: Elsevier Inc.
DOI: 10.48550/arXiv.2206.05786

Dynamic Selection and Detection of Spreading Factors and Channels for End-Node Devices of LoRa Networks

Auteurs: Carles Aliagas, Roger Pueyo Centelles, Roc Meseguer, Pere Millán, Carlos Molina
Publié dans: Electronics, Numéro 14, 2025, ISSN 2079-9292
Éditeur: MDPI AG
DOI: 10.3390/ELECTRONICS14173341

Glider: Serverless Ephemeral Stateful Near-Data Computation

Auteurs: Daniel Barcelona-Pons, Pedro García-López, Bernard Metzler
Publié dans: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3590140.3629119

METASPACE-ML: Metabolite annotation for imaging mass spectrometry using machine learning

Auteurs: Bishoy Wadie, Lachlan Stuart, Christopher M. Rath, Theodore Alexandrov
Publié dans: bioRxiv, 2024, ISSN 2692-8205
Éditeur: bioRxiv
DOI: 10.1101/2023.05.29.542736v2

An Exhaustive Variant Interaction Analysis using Multifactor Dimensionality Reduction

Auteurs: Gonzalo Gómez- Sánchez, Ignasi Morán, Lorena Alonso, Miguel Ángel Pérez, David Torrents, Josep Ll. Berral
Publié dans: Nature Scientific Reports, 2023, ISSN 2045-2322
Éditeur: Nature
DOI: 10.21203/rs.3.rs-3401025

Exploiting Inherent Elasticity of Serverless in Algorithms with Unbalanced and Irregular Workloads

Auteurs: Gerard Finol, Pedro Garcia Lopez and M. Sánchez-Artigas
Publié dans: Journal of Parallel and Distributed Computing, 2023, ISSN 1096-0848
Éditeur: Elsevier Inc.
DOI: 10.48550/arXiv.2206.15321

Conference proceedings (25)

Novel Approaches Toward Scalable Composable Workflows in Hyper-Heterogeneous Computing Environments

Auteurs: Kica,P., Lichołai S., Malawski M
Publié dans: Supercomputing23 – SC23, 2023, ISSN 0004-5411
Éditeur: ACM
DOI: 10.1145/3624062.3626283

Exploring Secure and Efficient Temporary Data Sharing between co-located Kubernetes Containers

Auteurs: Aitor Arjona, Bernard Metzler, Pascal Spörri
Publié dans: 2024
Éditeur: IEEE
DOI: 10.5281/ZENODO.15097004

On Data Processing through the Lenses of S3 Object Lambda

Auteurs: . Gimeno Sarroca and M. Sánchez-Artigas
Publié dans: IEEE INFOCOM’23, 2023, ISSN 2643-3303
Éditeur: IEEE
DOI: 10.1109/INFOCOM53939.2023.10228890

Solutions for Distributed Memory Access Mechanism on HPC Clusters

Auteurs: Jan Meizner, Maciej Malawski
Publié dans: 2025 IEEE International Conference on eScience (eScience), 2025
Éditeur: IEEE
DOI: 10.1109/ESCIENCE65000.2025.00077

Optimizing Star Aligner for High Throughput Computing in the Cloud

Auteurs: Kica, Piotr; Lichołai, Sabina; Orzechowski, Michał; Malawski, Maciej
Publié dans: 2024 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops), 2024
Éditeur: IEEE
DOI: 10.48550/ARXIV.2409.05886

SinClave: Hardware-assisted Singletons for TEEs

Auteurs: Franz Gregor, Robert Krahn, Do Le Quoc, Christof Fetzer
Publié dans: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Éditeur: ACM
DOI: 10.1145/3590140.3629107

CRISP: Confidentiality, Rollback, and Integrity Storage Protection for Confidential Cloud-Native Computing

Auteurs: Hartono, Ardhi Putra Pratama; Brito, Andrey; Fetzer, Christof
Publié dans: 2024 IEEE 17th International Conference on Cloud Computing (CLOUD), 2024
Éditeur: IEEE
DOI: 10.48550/ARXIV.2408.06822

Burst Computing: Quick, Sudden, Massively Parallel Processing on Serverless Resources

Auteurs: Daniel Barcelona-Pons; Aitor Arjona; Pedro García-López; Enrique Molina-Giménez; Stepan Klymonchuk
Publié dans: USENIX Annual Technical Conference 2025, 2025
Éditeur: USENIX
DOI: 10.5281/ZENODO.17662627

Serverless End Game: Disaggregation enabling Transparency

Auteurs: Pedro Garcia Lopez, Aleksander Slominski, Bernard Metzler, Michael Berhendt, Simon Shillaker
Publié dans: Proceedings of the 2nd Workshop on SErverless Systems, Applications and MEthodologies, 2025
Éditeur: ACM
DOI: 10.1145/3642977.3652094

"""Back to the Byte"": Towards Byte-oriented Semantics for Streaming Storage"

Auteurs: Raúl Gracia-Tinedo, Flavio Junqueira, Tom Kaitchuck
Publié dans: Proceedings of the 25th International Middleware Conference Industrial Track on ZZZ, 2025
Éditeur: ACM
DOI: 10.1145/3700824.3701099

Exhaustive Variant Interaction Analysis using Multifactor Dimensionality Reduction

Auteurs: Gonzalo Gómez-Sánchez, Lorena Alonso, Miguel Ángel Pérez, Ignasi Morán, David Torrents, Josep Lluis Berral
Publié dans: 2024
Éditeur: Research Square Platform LLC
DOI: 10.21203/RS.3.RS-3401025/V1

A Last-Level Defense for Appli- cation Integrity and Confiden- tiality

Auteurs: Ardhi Putra Pratama Hartono, Andrey Brito, Christof Fetzer
Publié dans: Middleware ’23: Proceed- ings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3603166.3632127

TICAL: Trusted and Integrity-protected Compilation of AppLications

Auteurs: Robert Krahn, Nikson Kanti Paul, Franz Gregor, Do Le Quoc, Andrey Brito, André Martin, Christof Fetzer
Publié dans: 2024 19th European Dependable Computing Conference (EDCC), 2024
Éditeur: IEEE
DOI: 10.1109/EDCC61798.2024.00018

Trustworthy confidential virtual machines for the masses

Auteurs: Anna Galanou, Khushboo Bindlish, Luca Preibsch, Yvonne-Anne Pignolet, Christof Fetzer, Rüdiger Kapitza
Publié dans: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Éditeur: ACM
DOI: 10.1145/3590140.3629124

Pravega: A Tiered Storage System for Data Streams

Auteurs: Raúl Gracia-Tinedo, Flavio Junqueira, Tom Kaitchuck, Sachin Joshi
Publié dans: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Éditeur: ACM
DOI: 10.1145/3590140.3629113

Challenges and Opportunities for RISC-V Architectures towards Genomics-based Workloads

Auteurs: Gonzalo Gómez- Sánchez, Aaron call, Xavier Teruel, Lorena Alonso, Ignasi Moran, Miguel Ángel Perez, David Torrents, Josep Ll. Berral
Publié dans: First International workshop on RISC-V for HPC, of ISC High Performance conference, 2023, ISSN 2193-1801
Éditeur: Springer
DOI: 10.1007/978-3-031-40843-4_34

Scaling a Variant Calling Genomics Pipeline with FaaS

Auteurs: Aitor Arjona, Arnau Gabriel-Atienza, Sara Lanuza-Orna, Xavier Roca-Canals, Ayman Bourramouss, Tyler K. Chafin, Lucio Marcello, Paolo Ribeca, Pedro García-López
Publié dans: WoSC ’23: Proceedings of the 9th International Workshop on Serverless Computing, 2023, ISSN 0004-5411
Éditeur: ACM
DOI: 10.48550/arXiv.2312.07090

Serverless Data Analytics (Finally) Bridging the Gap: Introducing the Ortzi Dataframe

Auteurs: Germán T. Eizaguirre, Marc Hostau, Marc Sánchez-Artigas
Publié dans: 2025
Éditeur: ACM
DOI: 10.5281/ZENODO.17701352

Practical Storage-Compute Elasticity for Stream Data Processing

Auteurs: Raúl Gracia-Tinedo, Brian Zhou, Yimin Xiong, Luis Liu
Publié dans: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Éditeur: ACM
DOI: 10.1145/3626562.3626828

A Comprehensive Study on the Impact of Vulnerable Dependencies on Open-Source Software

Auteurs: Shree Hari Bittugondanahalli Indra Kumar, Lília Rodrigues Sampaio, André Martin, Andrey Brito, Christof Fetzer
Publié dans: 2024 IEEE 35th International Symposium on Software Reliability Engineering (ISSRE), 2025
Éditeur: IEEE
DOI: 10.1109/ISSRE62328.2024.00020

Serverful Functions: Leveraging Servers in Complex Serverless Workflows (industry track)

Auteurs: Germán T. Eizaguirre, Daniel Barcelona-Pons, Aitor Arjona, Gil Vernik, Pedro García-López, Theodore Alexandrov
Publié dans: Proceedings of the 25th International Middleware Conference Industrial Track on ZZZ, 2025
Éditeur: ACM
DOI: 10.1145/3700824.3701095

Towards Multi-Tier Stream Data Tiering in the Cloud-Edge Continuum

Auteurs: Omar Jundi, Raúl Gracia-Tinedo, Sean Ahearne, Pascal Spörri, Bernard Metzler
Publié dans: 2024 IEEE 32nd International Conference on Network Protocols (ICNP), 2025
Éditeur: IEEE
DOI: 10.1109/ICNP61940.2024.10858547

StreamSense: Policy-driven Semantic Video Search in Streaming Systems

Auteurs: Gerard Finol, Arnau Gabriel, Pedro García-López, Raúl Gracia-Tinedo, Luis Liu, Reuben Docea, Max Kirchner, Sebastian Bodenstedt
Publié dans: Proceedings of the 25th International Middleware Conference Industrial Track on ZZZ, 2025
Éditeur: ACM
DOI: 10.1145/3700824.3701097

Triad - Trusted Timestamps in Untrusted Environments

Auteurs: Gabriel P. Fernandez, Andrey Brito, Christof Fetzer
Publié dans: IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2023
Éditeur: IEEE
DOI: 10.48550/ARXIV.2311.06156

The Nanoservices Framework: Co-locating Microservices in the Cloud-Edge Continuum

Auteurs: Eric Caron, Raúl Gracia-Tinedo
Publié dans: IEEE ICNP’23, 2023, ISSN 2643-3303
Éditeur: IEEE
DOI: 10.1109/ICNP59255.2023.10355592