Extreme Near-Data Processing Platform

Información del proyecto

NEARDATA

Identificador del acuerdo de subvención: 101092644

DOI

10.3030/101092644

Proyecto cerrado

Fecha de la firma de la CE 16 Noviembre 2022

Fecha de inicio 1 Enero 2023

Fecha de finalización 31 Diciembre 2025

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 3 913 585,00

Aportación de la UE

€ 3 913 585,00

Coordinado por

UNIVERSITAT ROVIRA I VIRGILI
Spain

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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.

Publicaciones

Peer reviewed articles (8)

Building Stateless Serverless Vector DBs via Block-based Data Partitioning

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

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

Autores: G. Eizaguirre and M. Sánchez-Artigas
Publicado en: Journal of Parallel and Distributed Computing, 2023, ISSN 1096-0848
Editor: Elsevier Inc.
DOI: 10.1145/3528535.3565241

MLLess: Achieving Cost Efficiency in Serverless Machine Learning Training

Autores: P. Gimeno Sarroca and M. Sánchez-Artigas
Publicado en: Journal of Parallel and Distributed Computing, 2023, ISSN 1096-0848
Editor: Elsevier Inc.
DOI: 10.48550/arXiv.2206.05786

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

Autores: Carles Aliagas, Roger Pueyo Centelles, Roc Meseguer, Pere Millán, Carlos Molina
Publicado en: Electronics, Edición 14, 2025, ISSN 2079-9292
Editor: MDPI AG
DOI: 10.3390/ELECTRONICS14173341

Glider: Serverless Ephemeral Stateful Near-Data Computation

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

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

Autores: Bishoy Wadie, Lachlan Stuart, Christopher M. Rath, Theodore Alexandrov
Publicado en: bioRxiv, 2024, ISSN 2692-8205
Editor: bioRxiv
DOI: 10.1101/2023.05.29.542736v2

An Exhaustive Variant Interaction Analysis using Multifactor Dimensionality Reduction

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

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

Autores: Gerard Finol, Pedro Garcia Lopez and M. Sánchez-Artigas
Publicado en: Journal of Parallel and Distributed Computing, 2023, ISSN 1096-0848
Editor: Elsevier Inc.
DOI: 10.48550/arXiv.2206.15321

Conference proceedings (25)

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

Autores: Kica,P., Lichołai S., Malawski M
Publicado en: Supercomputing23 – SC23, 2023, ISSN 0004-5411
Editor: ACM
DOI: 10.1145/3624062.3626283

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

Autores: Aitor Arjona, Bernard Metzler, Pascal Spörri
Publicado en: 2024
Editor: IEEE
DOI: 10.5281/ZENODO.15097004

On Data Processing through the Lenses of S3 Object Lambda

Autores: . Gimeno Sarroca and M. Sánchez-Artigas
Publicado en: IEEE INFOCOM’23, 2023, ISSN 2643-3303
Editor: IEEE
DOI: 10.1109/INFOCOM53939.2023.10228890

Solutions for Distributed Memory Access Mechanism on HPC Clusters

Autores: Jan Meizner, Maciej Malawski
Publicado en: 2025 IEEE International Conference on eScience (eScience), 2025
Editor: IEEE
DOI: 10.1109/ESCIENCE65000.2025.00077

Optimizing Star Aligner for High Throughput Computing in the Cloud

Autores: Kica, Piotr; Lichołai, Sabina; Orzechowski, Michał; Malawski, Maciej
Publicado en: 2024 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops), 2024
Editor: IEEE
DOI: 10.48550/ARXIV.2409.05886

SinClave: Hardware-assisted Singletons for TEEs

Autores: Franz Gregor, Robert Krahn, Do Le Quoc, Christof Fetzer
Publicado en: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Editor: ACM
DOI: 10.1145/3590140.3629107

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

Autores: Hartono, Ardhi Putra Pratama; Brito, Andrey; Fetzer, Christof
Publicado en: 2024 IEEE 17th International Conference on Cloud Computing (CLOUD), 2024
Editor: IEEE
DOI: 10.48550/ARXIV.2408.06822

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

Autores: Daniel Barcelona-Pons; Aitor Arjona; Pedro García-López; Enrique Molina-Giménez; Stepan Klymonchuk
Publicado en: USENIX Annual Technical Conference 2025, 2025
Editor: USENIX
DOI: 10.5281/ZENODO.17662627

Serverless End Game: Disaggregation enabling Transparency

Autores: Pedro Garcia Lopez, Aleksander Slominski, Bernard Metzler, Michael Berhendt, Simon Shillaker
Publicado en: Proceedings of the 2nd Workshop on SErverless Systems, Applications and MEthodologies, 2025
Editor: ACM
DOI: 10.1145/3642977.3652094

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

Autores: Raúl Gracia-Tinedo, Flavio Junqueira, Tom Kaitchuck
Publicado en: Proceedings of the 25th International Middleware Conference Industrial Track on ZZZ, 2025
Editor: ACM
DOI: 10.1145/3700824.3701099

Exhaustive Variant Interaction Analysis using Multifactor Dimensionality Reduction

Autores: Gonzalo Gómez-Sánchez, Lorena Alonso, Miguel Ángel Pérez, Ignasi Morán, David Torrents, Josep Lluis Berral
Publicado en: 2024
Editor: Research Square Platform LLC
DOI: 10.21203/RS.3.RS-3401025/V1

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

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

TICAL: Trusted and Integrity-protected Compilation of AppLications

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

Trustworthy confidential virtual machines for the masses

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

Pravega: A Tiered Storage System for Data Streams

Autores: Raúl Gracia-Tinedo, Flavio Junqueira, Tom Kaitchuck, Sachin Joshi
Publicado en: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Editor: ACM
DOI: 10.1145/3590140.3629113

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

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

Scaling a Variant Calling Genomics Pipeline with FaaS

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

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

Autores: Germán T. Eizaguirre, Marc Hostau, Marc Sánchez-Artigas
Publicado en: 2025
Editor: ACM
DOI: 10.5281/ZENODO.17701352

Practical Storage-Compute Elasticity for Stream Data Processing

Autores: Raúl Gracia-Tinedo, Brian Zhou, Yimin Xiong, Luis Liu
Publicado en: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Editor: ACM
DOI: 10.1145/3626562.3626828

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

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

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

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

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

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

StreamSense: Policy-driven Semantic Video Search in Streaming Systems

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

Triad - Trusted Timestamps in Untrusted Environments

Autores: Gabriel P. Fernandez, Andrey Brito, Christof Fetzer
Publicado en: IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2023
Editor: IEEE
DOI: 10.48550/ARXIV.2311.06156

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

Autores: Eric Caron, Raúl Gracia-Tinedo
Publicado en: IEEE ICNP’23, 2023, ISSN 2643-3303
Editor: IEEE
DOI: 10.1109/ICNP59255.2023.10355592