List of publications

Title Journal or equivalent Authors Year DOI Link
On Data Processing through the Lenses of S3 Object Lambda IEEE INFOCOM'23 Gimeno Sarroca and M. Sánchez-Artigas 2023 10.1109/INFOCOM53939.2023.10228890
Challenges and Opportunities for RISC-V Architectures Towards Genomics-Based Workloads First International workshop on RISC-V for HPC, of ISC High Performance conference Gonzalo Gómez- Sánchez, Aaron call, Xavier Teruel, Lorena Alonso, Ignasi Moran, Miguel Ángel Perez, David Torrents, Josep Ll. Berral 2023 10.1007/978-3-031-40843-4_34
A Seer knows best: Auto-tuned object storage shuffling for serverless analytics Journal of Parallel and Distributed Computing G. Eizaguirre and M. Sánchez-Artigas 2023 10.1145/3528535.3565241
MLLess: Achieving cost efficiency in serverless machine learning training Journal of Parallel and Distributed Computing P. Gimeno Sarroca and M. Sánchez-Artigas 2023 10.48550/arXiv.2206.05786
Exhaustive Variant Interaction Analysis using Multifactor Dimensionality Reduction Nature Scientific Reports Gonzalo Gómez- Sánchez, Ignasi Morán, Lorena Alonso, Miguel Ángel Pérez, David Torrents, Josep Ll. Berral 2023 10.21203/rs.3.rs-3401025
Novel Approaches Toward Scalable Composable Workflows in Hyper-Heterogeneous Computing Environments Supercomputing23 – SC23 Kica,P., Lichołai S., Malawski M 2023 10.1145/3624062.3626283
SinClave: Hardware-assisted Singletons for TEEs Middleware'23: Proceedings of the 24th International Middleware Conference Franz Gregor, Robert Krahn, Do Le Quoc, Christof Fetzer 2023 10.1145/3590140.3629107
A Last-Level Defense for Application Integrity and Confidentiality Middleware '23: Proceedings of the 24th International Middleware Conference Ardhi Putra Pratama Hartono, Andrey Brito, Christof Fetzer 2023 10.1145/3603166.3632127
Trustworthy confidential virtual machines for the masses Middleware '23: Proceedings of the 24th International Middleware Conference Anna Galanou, Khushboo Bindlish, Luca Preibsch, Yvonne-Anne Pignolet, Christof Fetzer, Rüdiger Kapitza 2023 10.1145/3590140.3629124
Glider: Serverless Ephemeral Stateful Near-Data Computation Middleware '23: Proceedings of the 24th International Middleware Conference Daniel Barcelona-Pons, Pedro García-López, Bernard Metzler 2024 10.1145/3590140.3629119
Practical Storage-Compute Elasticity for Stream Data Processing Middleware '23: Proceedings of the 24th International Middleware Conference Raúl Gracia-Tinedo, Brian Zhou, Yimin Xiong, Luis Liu 2023 10.1145/3626562.3626828
Pravega: A Tiered Storage System for Data Streams Middleware '23: Proceedings of the 24th International Middleware Conference Raúl Gracia-Tinedo, Flavio Junqueira, Tom Kaitchuck, Sachin Joshi 2023 10.1145/3590140.3629113
Scaling a Variant Calling Genomics Pipeline with FaaS WoSC '23: Proceedings of the 9th International Workshop on Serverless Computing Aitor Arjona, Arnau Gabriel-Atienza, Sara Lanuza-Orna, Xavier Roca-Canals, Ayman Bourramouss, Tyler K. Chafin, Lucio Marcello, Paolo Ribeca, Pedro García-López 2023 10.48550/arXiv.2312.07090
The Nanoservices Framework: Co-locating Microservices in the Cloud-Edge Continuum IEEE ICNP'23 Eric Caron, Raúl Gracia-Tinedo 2023 10.1109/ICNP59255.2023.10355592
METASPACE-ML: Metabolite annotation for imaging mass spectrometry using machine learning Nature Communications Bishoy Wadie, Lachlan Stuart, Christopher M. Rath, Theodore Alexandrov 2024 10.1038/s41467-024-52213-9
One model to use them all: Training a segmentation model with complementary datasets IPCAI24 Alexander C. Jenke, Sebastian Bodenstedt, Fiona R. Kolbinger, Marius Distler, Jürgen Weitz, Stefanie Speidel 2024 10.48550/arXiv.2402.19340
Exploiting inherent elasticity of serverless in algorithms with unbalanced and irregular workloads Journal of Parallel and Distributed Computing Gerard Finol, Pedro Garcia Lopez and M. Sánchez-Artigas 2024 10.48550/arXiv.2206.15321
Serverless End Game: Disaggregation enabling Transparency SESAME '24 Pedro Garcia Lopez, Aleksander Slominski, Bernard Metzler, Michael Berhendt, Simon Shillaker 2024 10.1145/3642977.3652094
Dataplug: Unlocking extreme data analytics with on-the-fly dynamic partitioning of unstructured data 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing (CCGrid) Arjona, Aitor; Garcia-Lopez, Pedro; Barcelona-Pons, Daniel 2024 10.5281/zenodo.14161769
CRISP: Confidentiality, Rollback, and Integrity Storage Protection for Confidential Stateful Computing 2024 IEEE 17th International Conference on Cloud Computing (CLOUD) Ardhi Putra Pratama Hartono, Andrey Brito, Christof Fetzer 2024 10.48550/arXiv.2408.06822
Optimizing STAR Aligner for High Throughput Computing in the Cloud Cluster2024 Piotr Kica, Sabina Lichołai, Michał Orzechowski, Maciej Malawski 2024 10.48550/arXiv.2409.05886
Exploring Secure and Efficient Temporary Data Sharing between co-located Kubernetes Containers (pending link) CEC Workshop (IEEE ICNP'24) Aitor Arjona, Bernard Metzler, Pascal Spörri 2024
Towards Multi-tier Stream Data Tiering in the Cloud-Edge Continuum (Pending link) CEC Workshop (IEEE ICNP'24) O. Jundi, R. Gracia-Tinedo, S. Ahearne, P. Spörri, B. Metzler 2024
Enhancing HPC with Serverless Computing: Lithops on MareNostrum5 (Pending link) CEC Workshop (IEEE ICNP'24) Andrés Benavides Arévalo, Daniel Coll Tejeda, Aaron Call, Pedro García López, Ramon Nou Castell 2024
Serverful Functions: Leveraging Servers in Complex Serverless Workflows (industry track) Middleware Industrial Track '24 Germán T. Eizaguirre, Daniel Barcelona-Pons, Aitor Arjona, Gil Vernik, Pedro García-López, Theodore Alexandrov 2024 10.1145/3700824.3701095
StreamSense: Policy-driven Semantic Video Search in Streaming Systems Middleware Industrial Track '24 Finol, Gerard; Gabriel, Arnau; Garcia-Lopez, Pedro; Gracia-Tinedo, Raul; Liu, Luis; Docea, Reuben; Kirchner, Max; Bodenstedt, Sebastian 2024 10.1145/3700824.3701097
Back to the Byte: Towards Byte-oriented Semantics for Streaming Storage Middleware Industrial Track '24 Gracia-Tinedo, Raul; Junqueira, Flavio; Kaitchuck, Tom 2024 10.1145/3700824.3701099
The many faces of locality in Big Data Analytics. Springer Handbook of Data Engineering (pending link) 2024

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Project Coordinator

Dr. Pedro García López

pedro.garcia@urv.cat

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NEARDATA has received funding from the European Union’s Horizon research and innovation programme under grant agreement No 101092644.