Extreme Near-Data Processing Platform

Project Information

NEARDATA

Grant agreement ID: 101092644

DOI

10.3030/101092644

Project closed

EC signature date 16 November 2022

Start date 1 January 2023

End date 31 December 2025

Funded under

• Digital, Industry and Space

Total cost

€ 3 913 585,00

EU contribution

€ 3 913 585,00

Coordinated by

UNIVERSITAT ROVIRA I VIRGILI
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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

Author(s): Daniel Barcelona-Pons, Raúl Gracia-Tinedo, Albert Cañadilla-Domingo, Xavier Roca-Canals, Pedro García-López
Published in: Proceedings of the ACM on Management of Data, Issue 3, 2025, ISSN 2836-6573
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3769769

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

Author(s): G. Eizaguirre and M. Sánchez-Artigas
Published in: Journal of Parallel and Distributed Computing, 2023, ISSN 1096-0848
Publisher: Elsevier Inc.
DOI: 10.1145/3528535.3565241

MLLess: Achieving Cost Efficiency in Serverless Machine Learning Training

Author(s): P. Gimeno Sarroca and M. Sánchez-Artigas
Published in: Journal of Parallel and Distributed Computing, 2023, ISSN 1096-0848
Publisher: Elsevier Inc.
DOI: 10.48550/arXiv.2206.05786

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

Author(s): Carles Aliagas, Roger Pueyo Centelles, Roc Meseguer, Pere Millán, Carlos Molina
Published in: Electronics, Issue 14, 2025, ISSN 2079-9292
Publisher: MDPI AG
DOI: 10.3390/ELECTRONICS14173341

Glider: Serverless Ephemeral Stateful Near-Data Computation

Author(s): Daniel Barcelona-Pons, Pedro García-López, Bernard Metzler
Published in: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3590140.3629119

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

Author(s): Bishoy Wadie, Lachlan Stuart, Christopher M. Rath, Theodore Alexandrov
Published in: bioRxiv, 2024, ISSN 2692-8205
Publisher: bioRxiv
DOI: 10.1101/2023.05.29.542736v2

An Exhaustive Variant Interaction Analysis using Multifactor Dimensionality Reduction

Author(s): Gonzalo Gómez- Sánchez, Ignasi Morán, Lorena Alonso, Miguel Ángel Pérez, David Torrents, Josep Ll. Berral
Published in: Nature Scientific Reports, 2023, ISSN 2045-2322
Publisher: Nature
DOI: 10.21203/rs.3.rs-3401025

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

Author(s): Gerard Finol, Pedro Garcia Lopez and M. Sánchez-Artigas
Published in: Journal of Parallel and Distributed Computing, 2023, ISSN 1096-0848
Publisher: Elsevier Inc.
DOI: 10.48550/arXiv.2206.15321

Conference proceedings (25)

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

Author(s): Kica,P., Lichołai S., Malawski M
Published in: Supercomputing23 – SC23, 2023, ISSN 0004-5411
Publisher: ACM
DOI: 10.1145/3624062.3626283

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

Author(s): Aitor Arjona, Bernard Metzler, Pascal Spörri
Published in: 2024
Publisher: IEEE
DOI: 10.5281/ZENODO.15097004

On Data Processing through the Lenses of S3 Object Lambda

Author(s): . Gimeno Sarroca and M. Sánchez-Artigas
Published in: IEEE INFOCOM’23, 2023, ISSN 2643-3303
Publisher: IEEE
DOI: 10.1109/INFOCOM53939.2023.10228890

Solutions for Distributed Memory Access Mechanism on HPC Clusters

Author(s): Jan Meizner, Maciej Malawski
Published in: 2025 IEEE International Conference on eScience (eScience), 2025
Publisher: IEEE
DOI: 10.1109/ESCIENCE65000.2025.00077

Optimizing Star Aligner for High Throughput Computing in the Cloud

Author(s): Kica, Piotr; Lichołai, Sabina; Orzechowski, Michał; Malawski, Maciej
Published in: 2024 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2409.05886

SinClave: Hardware-assisted Singletons for TEEs

Author(s): Franz Gregor, Robert Krahn, Do Le Quoc, Christof Fetzer
Published in: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Publisher: ACM
DOI: 10.1145/3590140.3629107

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

Author(s): Hartono, Ardhi Putra Pratama; Brito, Andrey; Fetzer, Christof
Published in: 2024 IEEE 17th International Conference on Cloud Computing (CLOUD), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2408.06822

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

Author(s): Daniel Barcelona-Pons; Aitor Arjona; Pedro García-López; Enrique Molina-Giménez; Stepan Klymonchuk
Published in: USENIX Annual Technical Conference 2025, 2025
Publisher: USENIX
DOI: 10.5281/ZENODO.17662627

Serverless End Game: Disaggregation enabling Transparency

Author(s): Pedro Garcia Lopez, Aleksander Slominski, Bernard Metzler, Michael Berhendt, Simon Shillaker
Published in: Proceedings of the 2nd Workshop on SErverless Systems, Applications and MEthodologies, 2025
Publisher: ACM
DOI: 10.1145/3642977.3652094

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

Author(s): Raúl Gracia-Tinedo, Flavio Junqueira, Tom Kaitchuck
Published in: Proceedings of the 25th International Middleware Conference Industrial Track on ZZZ, 2025
Publisher: ACM
DOI: 10.1145/3700824.3701099

Exhaustive Variant Interaction Analysis using Multifactor Dimensionality Reduction

Author(s): Gonzalo Gómez-Sánchez, Lorena Alonso, Miguel Ángel Pérez, Ignasi Morán, David Torrents, Josep Lluis Berral
Published in: 2024
Publisher: Research Square Platform LLC
DOI: 10.21203/RS.3.RS-3401025/V1

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

Author(s): Ardhi Putra Pratama Hartono, Andrey Brito, Christof Fetzer
Published in: Middleware ’23: Proceed- ings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3603166.3632127

TICAL: Trusted and Integrity-protected Compilation of AppLications

Author(s): Robert Krahn, Nikson Kanti Paul, Franz Gregor, Do Le Quoc, Andrey Brito, André Martin, Christof Fetzer
Published in: 2024 19th European Dependable Computing Conference (EDCC), 2024
Publisher: IEEE
DOI: 10.1109/EDCC61798.2024.00018

Trustworthy confidential virtual machines for the masses

Author(s): Anna Galanou, Khushboo Bindlish, Luca Preibsch, Yvonne-Anne Pignolet, Christof Fetzer, Rüdiger Kapitza
Published in: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Publisher: ACM
DOI: 10.1145/3590140.3629124

Pravega: A Tiered Storage System for Data Streams

Author(s): Raúl Gracia-Tinedo, Flavio Junqueira, Tom Kaitchuck, Sachin Joshi
Published in: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Publisher: ACM
DOI: 10.1145/3590140.3629113

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

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

Scaling a Variant Calling Genomics Pipeline with FaaS

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

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

Author(s): Germán T. Eizaguirre, Marc Hostau, Marc Sánchez-Artigas
Published in: 2025
Publisher: ACM
DOI: 10.5281/ZENODO.17701352

Practical Storage-Compute Elasticity for Stream Data Processing

Author(s): Raúl Gracia-Tinedo, Brian Zhou, Yimin Xiong, Luis Liu
Published in: Middleware ’23: Proceedings of the 24th International Middleware Conference, 2023, ISSN 0004-5411
Publisher: ACM
DOI: 10.1145/3626562.3626828

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

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

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

Author(s): Germán T. Eizaguirre, Daniel Barcelona-Pons, Aitor Arjona, Gil Vernik, Pedro García-López, Theodore Alexandrov
Published in: Proceedings of the 25th International Middleware Conference Industrial Track on ZZZ, 2025
Publisher: ACM
DOI: 10.1145/3700824.3701095

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

Author(s): Omar Jundi, Raúl Gracia-Tinedo, Sean Ahearne, Pascal Spörri, Bernard Metzler
Published in: 2024 IEEE 32nd International Conference on Network Protocols (ICNP), 2025
Publisher: IEEE
DOI: 10.1109/ICNP61940.2024.10858547

StreamSense: Policy-driven Semantic Video Search in Streaming Systems

Author(s): Gerard Finol, Arnau Gabriel, Pedro García-López, Raúl Gracia-Tinedo, Luis Liu, Reuben Docea, Max Kirchner, Sebastian Bodenstedt
Published in: Proceedings of the 25th International Middleware Conference Industrial Track on ZZZ, 2025
Publisher: ACM
DOI: 10.1145/3700824.3701097

Triad - Trusted Timestamps in Untrusted Environments

Author(s): Gabriel P. Fernandez, Andrey Brito, Christof Fetzer
Published in: IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2023
Publisher: IEEE
DOI: 10.48550/ARXIV.2311.06156

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

Author(s): Eric Caron, Raúl Gracia-Tinedo
Published in: IEEE ICNP’23, 2023, ISSN 2643-3303
Publisher: IEEE
DOI: 10.1109/ICNP59255.2023.10355592