Gabriel Antoniu

ORCID

Publication Activity (10 Years)

Years Active: 1999-2025
Publications (10 Years): 57

Top Venues

Future Gener. Comput. Syst.

CLUSTER

CoRR

IEEE BigData

École normale supérieure de Lyon, France (PHD)

Education History

École normale supérieure de Lyon, France

PHD

Publications

Thomas Bouvier, Bogdan Nicolae, Alexandru Costan, Tekin Bicer, Ian T. Foster, Gabriel Antoniu
Efficient distributed continual learning for steering experiments in real-time. Future Gener. Comput. Syst. 162 (2025)
Cèdric Prigent, Alexandru Costan, Gabriel Antoniu, Loïc Cudennec
Enabling federated learning across the computing continuum: Systems, challenges and future directions. Future Gener. Comput. Syst. 160 (2024)
Thomas Bouvier, Bogdan Nicolae, Hugo Chaugier, Alexandru Costan, Ian T. Foster, Gabriel Antoniu
Efficient Data-Parallel Continual Learning with Asynchronous Distributed Rehearsal Buffers. CoRR (2024)
Melvin Chelli, Cèdric Prigent, René Schubotz, Alexandru Costan, Gabriel Antoniu, Loïc Cudennec, Philipp Slusallek
FedGuard: Selective Parameter Aggregation for Poisoning Attack Mitigation in Federated Learning. CLUSTER (2023)
Daniel Rosendo, Kate Keahey, Alexandru Costan, Matthieu Simonin, Patrick Valduriez, Gabriel Antoniu
KheOps: Cost-effective Repeatability, Reproducibility, and Replicability of Edge-to-Cloud Experiments. ACM-REP (2023)
Julien Monniot, François Tessier, Matthieu Robert, Gabriel Antoniu
Supporting dynamic allocation of heterogeneous storage resources on HPC systems. Concurr. Comput. Pract. Exp. 35 (28) (2023)
Daniel Rosendo, Marta Mattoso, Alexandru Costan, Renan Souza, Débora B. Pina, Patrick Valduriez, Gabriel Antoniu
ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum. CoRR (2023)
Daniel Rosendo, Kate Keahey, Alexandru Costan, Matthieu Simonin, Patrick Valduriez, Gabriel Antoniu
KheOps: Cost-effective Repeatability, Reproducibility, and Replicability of Edge-to-Cloud Experiments. CoRR (2023)
Daniel Rosendo, Marta Mattoso, Alexandru Costan, Renan Souza, Débora B. Pina, Patrick Valduriez, Gabriel Antoniu
ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum. CLUSTER (2023)
Julien Monniot, François Tessier, Matthieu Robert, Gabriel Antoniu
StorAlloc: A Simulator for Job Scheduling on Heterogeneous Storage Resources. Euro-Par Workshops (2022)
Daniel Rosendo, Alexandru Costan, Patrick Valduriez, Gabriel Antoniu
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review. CoRR (2022)
Cèdric Prigent, Loïc Cudennec, Alexandru Costan, Gabriel Antoniu
A Methodology to Build Decision Analysis Tools Applied to Distributed Reinforcement Learning. IPDPS Workshops (2022)
Daniel Rosendo, Alexandru Costan, Patrick Valduriez, Gabriel Antoniu
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review. J. Parallel Distributed Comput. 166 (2022)
Daniel Rosendo, Alexandru Costan, Gabriel Antoniu, Matthieu Simonin, Jean-Christophe Lombardo, Alexis Joly, Patrick Valduriez
Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum. CLUSTER (2021)
Daniel Balouek-Thomert, Pedro Silva, Kevin Fauvel, Alexandru Costan, Gabriel Antoniu, Manish Parashar
MDSC: modelling distributed stream processing across the edge-to-cloud continuum. UCC Companion (2021)
Daniel Rosendo, Alexandru Costan, Gabriel Antoniu, Patrick Valduriez
Enabling Reproducible Analysis of Complex Workflows on the Edge-to-Cloud Continuum. CoRR (2021)
Daniel Rosendo, Alexandru Costan, Gabriel Antoniu, Matthieu Simonin, Jean-Christophe Lombardo, Alexis Joly, Patrick Valduriez
Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum. CoRR (2021)
Pierre Matri, Yevhen Alforov, Álvaro Brandón, María S. Pérez, Alexandru Costan, Gabriel Antoniu, Michael Kuhn, Philip H. Carns, Thomas Ludwig
Mission possible: Unify HPC and Big Data stacks towards application-defined blobs at the storage layer. Future Gener. Comput. Syst. 109 (2020)
Kevin Fauvel, Daniel Balouek-Thomert, Diego Melgar, Pedro Silva, Anthony Simonet, Gabriel Antoniu, Alexandru Costan, Véronique Masson, Manish Parashar, Ivan Rodero, Alexandre Termier
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning. AAAI (2020)
Daniel Rosendo, Pedro Silva, Matthieu Simonin, Alexandru Costan, Gabriel Antoniu
E2Clab: Exploring the Computing Continuum through Repeatable, Replicable and Reproducible Edge-to-Cloud Experiments. CLUSTER (2020)
Nathanaël Cheriere, Matthieu Dorier, Gabriel Antoniu
How fast can one resize a distributed file system? J. Parallel Distributed Comput. 140 (2020)
Nathanaël Cheriere, Matthieu Dorier, Gabriel Antoniu, Stefan M. Wild, Sven Leyffer, Robert B. Ross
Pufferscale: Rescaling HPC Data Services for High Energy Physics Applications. CCGRID (2020)
Pedro Silva, Alexandru Costan, Gabriel Antoniu
Towards a Methodology for Benchmarking Edge Processing Frameworks. IPDPS Workshops (2019)
Pedro Silva, Alexandru Costan, Gabriel Antoniu
Investigating Edge vs. Cloud Computing Trade-offs for Stream Processing. IEEE BigData (2019)
Ji Liu, Luis Pineda-Morales, Esther Pacitti, Alexandru Costan, Patrick Valduriez, Gabriel Antoniu, Marta Mattoso
Efficient Scheduling of Scientific Workflows Using Hot Metadata in a Multisite Cloud. IEEE Trans. Knowl. Data Eng. 31 (10) (2019)
Nathanaël Cheriere, Matthieu Dorier, Gabriel Antoniu
Is it Worth Relaxing Fault Tolerance to Speed Up Decommission in Distributed Storage Systems? CCGRID (2019)
Florin Pop, Radu Prodan, Gabriel Antoniu
RM-BDP: Resource management for Big Data platforms. Future Gener. Comput. Syst. 86 (2018)
Ovidiu-Cristian Marcu, Alexandru Costan, Gabriel Antoniu, María S. Pérez-Hernández, Bogdan Nicolae, Radu Tudoran, Stefano Bortoli
KerA: Scalable Data Ingestion for Stream Processing. ICDCS (2018)
Pierre Matri, Philip H. Carns, Robert B. Ross, Alexandru Costan, María S. Pérez, Gabriel Antoniu
SLoG: Large-Scale Logging Middleware for HPC and Big Data Convergence. ICDCS (2018)
Pierre Matri, María S. Pérez, Alexandru Costan, Luc Bougé, Gabriel Antoniu
Keeping up with storage: Decentralized, write-enabled dynamic geo-replication. Future Gener. Comput. Syst. 86 (2018)
Yacine Taleb, Ryan Stutsman, Gabriel Antoniu, Toni Cortes
Tailwind: Fast and Atomic RDMA-based Replication. USENIX Annual Technical Conference (2018)
Pierre Matri, María S. Pérez, Alexandru Costan, Gabriel Antoniu
TýrFS: Increasing Small Files Access Performance with Dynamic Metadata Replication. CCGrid (2018)
Jesús Carretero, Francisco Javier García Blas, Gabriel Antoniu, Dana Petcu
New directions in mobile, hybrid, and heterogeneous clouds for cyberinfrastructures. Future Gener. Comput. Syst. 87 (2018)
Nathanael Cheriere, Matthieu Dorier, Gabriel Antoniu
Pufferbench: Evaluating and Optimizing Malleability of Distributed Storage. PDSW-DISCS@SC (2018)
Tien-Dat Phan, Shadi Ibrahim, Amelie Chi Zhou, Guillaume Aupy, Gabriel Antoniu
Energy-Driven Straggler Mitigation in MapReduce. Euro-Par (2017)
Bunjamin Memishi, María S. Pérez, Gabriel Antoniu
Failure detector abstractions for MapReduce-based systems. Inf. Sci. 379 (2017)
Orcun Yildiz, Shadi Ibrahim, Gabriel Antoniu
Enabling fast failure recovery in shared Hadoop clusters: Towards failure-aware scheduling. Future Gener. Comput. Syst. 74 (2017)
Nathanael Cheriere, Gabriel Antoniu
How fast can one scale down a distributed file system? IEEE BigData (2017)
Ovidiu-Cristian Marcu, Alexandru Costan, Gabriel Antoniu, María S. Pérez-Hernández, Radu Tudoran, Stefano Bortoli, Bogdan Nicolae
Towards a unified storage and ingestion architecture for stream processing. IEEE BigData (2017)
Yacine Taleb, Shadi Ibrahim, Gabriel Antoniu, Toni Cortes
Characterizing Performance and Energy-Efficiency of the RAMCloud Storage System. ICDCS (2017)
Ovidiu-Cristian Marcu, Radu Tudoran, Bogdan Nicolae, Alexandru Costan, Gabriel Antoniu, María S. Pérez-Hernández
Exploring Shared State in Key-Value Store for Window-Based Multi-Pattern Streaming Analytics. CCGrid (2017)
Yacine Taleb, Shadi Ibrahim, Gabriel Antoniu, Toni Cortes
An Empirical Evaluation of How The Network Impacts The Performance and Energy Efficiency in RAMCloud. CCGrid (2017)
Orcun Yildiz, Matthieu Dorier, Shadi Ibrahim, Robert B. Ross, Gabriel Antoniu
On the Root Causes of Cross-Application I/O Interference in HPC Storage Systems. IPDPS (2016)
Bunjamin Memishi, María S. Pérez, Gabriel Antoniu
Feedback-Based Resource Allocation in MapReduce-Based Systems. Sci. Program. 2016 (2016)
Matthieu Dorier, Orcun Yildiz, Shadi Ibrahim, Anne-Cécile Orgerie, Gabriel Antoniu
On the energy footprint of I/O management in Exascale HPC systems. Future Gener. Comput. Syst. 62 (2016)
Radu Tudoran, Alexandru Costan, Olivier Nano, Ivo Santos, Hakan Soncu, Gabriel Antoniu
JetStream: Enabling high throughput live event streaming on multi-site clouds. Future Gener. Comput. Syst. 54 (2016)
Luis Pineda-Morales, Ji Liu, Alexandru Costan, Esther Pacitti, Gabriel Antoniu, Patrick Valduriez, Marta Mattoso
Managing hot metadata for scientific workflows on multisite clouds. IEEE BigData (2016)
Pierre Matri, Alexandru Costan, Gabriel Antoniu, Jesús Montes, María S. Pérez
Towards Efficient Location and Placement of Dynamic Replicas for Geo-Distributed Data Stores. ScienceCloud@HPDC (2016)
Pierre Matri, Alexandru Costan, Gabriel Antoniu, Jesús Montes, María S. Pérez
Týr: blob storage meets built-in transactions. SC (2016)
Matthieu Dorier, Robert Sisneros, Leonardo Bautista-Gomez, Tom Peterka, Leigh Orf, Lokman Rahmani, Gabriel Antoniu, Luc Bougé
Adaptive Performance-Constrained In Situ Visualization of Atmospheric Simulations. CLUSTER (2016)
Alexandru Costan, Radu Tudoran, Gabriel Antoniu, Goetz Brasche
TomusBlobs: scalable data-intensive processing on Azure clouds. Concurr. Comput. Pract. Exp. 28 (4) (2016)
Radu Tudoran, Alexandru Costan, Gabriel Antoniu
OverFlow: Multi-Site Aware Big Data Management for Scientific Workflows on Clouds. IEEE Trans. Cloud Comput. 4 (1) (2016)
Matthieu Dorier, Shadi Ibrahim, Gabriel Antoniu, Robert B. Ross
Using Formal Grammars to Predict I/O Behaviors in HPC: The Omnisc'IO Approach. IEEE Trans. Parallel Distributed Syst. 27 (8) (2016)
Ovidiu-Cristian Marcu, Alexandru Costan, Gabriel Antoniu, María S. Pérez-Hernández
Spark Versus Flink: Understanding Performance in Big Data Analytics Frameworks. CLUSTER (2016)
Shadi Ibrahim, Tien-Dat Phan, Alexandra Carpen-Amarie, Houssem-Eddine Chihoub, Diana Moise, Gabriel Antoniu
Governing energy consumption in Hadoop through CPU frequency scaling: An analysis. Future Gener. Comput. Syst. 54 (2016)
Matthieu Dorier, Gabriel Antoniu, Franck Cappello, Marc Snir, Robert Sisneros, Orcun Yildiz, Shadi Ibrahim, Tom Peterka, Leigh Orf
Damaris: Addressing Performance Variability in Data Management for Post-Petascale Simulations. ACM Trans. Parallel Comput. 3 (3) (2016)
Yogesh Simmhan, Lavanya Ramakrishnan, Gabriel Antoniu, Carole A. Goble
Cloud computing for data-driven science and engineering. Concurr. Comput. Pract. Exp. 28 (4) (2016)
Vlad Serbanescu, Florin Pop, Valentin Cristea, Gabriel Antoniu
A formal method for rule analysis and validation in distributed data aggregation service. World Wide Web 18 (6) (2015)
Houssem-Eddine Chihoub, Shadi Ibrahim, Yue Li, Gabriel Antoniu, María S. Pérez-Hernández, Luc Bougé
Exploring Energy-Consistency Trade-Offs in Cassandra Cloud Storage System. SBAC-PAD (2015)
Shadi Ibrahim, Tran Anh Phuong, Gabriel Antoniu
An Eye on the Elephant in the Wild: A Performance Evaluation of Hadoop's Schedulers Under Failures. ARMS-CC@PODC (2015)
Luis Pineda-Morales, Alexandru Costan, Gabriel Antoniu
Towards Multi-site Metadata Management for Geographically Distributed Cloud Workflows. CLUSTER (2015)
Tien-Dat Phan, Shadi Ibrahim, Gabriel Antoniu, Luc Bougé
On Understanding the Energy Impact of Speculative Execution in Hadoop. DSDIS (2015)
Matthieu Dorier, Matthieu Dreher, Tom Peterka, Justin M. Wozniak, Gabriel Antoniu, Bruno Raffin
Lessons Learned from Building In Situ Coupling Frameworks. ISAV@SC (2015)
Bunjamin Memishi, María S. Pérez-Hernández, Gabriel Antoniu
Diarchy: An Optimized Management Approach for MapReduce Masters. ICCS (2015)
Orcun Yildiz, Shadi Ibrahim, Tran Anh Phuong, Gabriel Antoniu
Chronos: Failure-aware scheduling in shared Hadoop clusters. IEEE BigData (2015)
Vlad Serbanescu, Florin Pop, Valentin Cristea, Gabriel Antoniu
Architecture of Distributed Data Aggregation Service. AINA (2014)
Benoit Da Mota, Radu Tudoran, Alexandru Costan, Gaël Varoquaux, Goetz Brasche, Patricia J. Conrod, Hervé Lemaître, Tomás Paus, Marcella Rietschel, Vincent Frouin, Jean-Baptiste Poline, Gabriel Antoniu, Bertrand Thirion
Generic Machine Learning Pattern for Neuroimaging-Genetic Studies in the Cloud. Frontiers Neuroinformatics 8 (2014)
Radu Tudoran, Alexandru Costan, Gabriel Antoniu
Transfer as a Service: Towards a Cost-Effective Model for Multi-site Cloud Data Management. SRDS (2014)
Radu Tudoran, Olivier Nano, Ivo Santos, Alexandru Costan, Hakan Soncu, Luc Bougé, Gabriel Antoniu
JetStream: enabling high performance event streaming across cloud data-centers. DEBS (2014)
Radu Tudoran, Olivier Nano, Ivo Santos, Alexandru Costan, Hakan Soncu, Luc Bougé, Gabriel Antoniu
Achieving high throughput for large scale event streaming across geographically distributed data-centers with JetStream. DEBS (2014)
Stefan Ene, Bogdan Nicolae, Alexandru Costan, Gabriel Antoniu
To overlap or not to overlap: optimizing incremental MapReduce computations for on-demand data upload. DataCloud@SC (2014)
Radu Tudoran, Alexandru Costan, Rui Wang, Luc Bougé, Gabriel Antoniu
Bridging Data in the Clouds: An Environment-Aware System for Geographically Distributed Data Transfers. CCGRID (2014)
Matthieu Dorier, Shadi Ibrahim, Gabriel Antoniu, Robert B. Ross
Omnisc'IO: A Grammar-Based Approach to Spatial and Temporal I/O Patterns Prediction. SC (2014)
Radu Tudoran, Kate Keahey, Pierre Riteau, Sergey Panitkin, Gabriel Antoniu
Evaluating Streaming Strategies for Event Processing Across Infrastructure Clouds. CCGRID (2014)
Orcun Yildiz, Matthieu Dorier, Shadi Ibrahim, Gabriel Antoniu
A performance and energy analysis of I/O management approaches for exascale systems. DICT@HPDC (2014)
Shadi Ibrahim, Diana Moise, Houssem-Eddine Chihoub, Alexandra Carpen-Amarie, Luc Bougé, Gabriel Antoniu
Towards Efficient Power Management in MapReduce: Investigation of CPU-Frequencies Scaling on Power Efficiency in Hadoop. ARMS-CC@PODC (2014)
Matthieu Dorier, Gabriel Antoniu, Robert B. Ross, Dries Kimpe, Shadi Ibrahim
CALCioM: Mitigating I/O Interference in HPC Systems through Cross-Application Coordination. IPDPS (2014)
Houssem-Eddine Chihoub, Shadi Ibrahim, Gabriel Antoniu, María S. Pérez-Hernández
Consistency in the Cloud: When Money Does Matter! CCGRID (2013)
Radu Tudoran, Gabriel Antoniu, Luc Bougé
SAGE: Geo-Distributed Streaming Data Analysis in Clouds. IPDPS Workshops (2013)
Radu Tudoran, Alexandru Costan, Ramin Rezai Rad, Goetz Brasche, Gabriel Antoniu
Adaptive file management for scientific workflows on the Azure cloud. IEEE BigData (2013)
Gabriel Antoniu, Alexandru Costan, Julien Bigot, Frédéric Desprez, Gilles Fedak, Sylvain Gault, Christian Pérez, Anthony Simonet, Bing Tang, Christophe Blanchet, Raphael Terreux, Luc Bougé, François Briant, Franck Cappello, Kate Keahey, Bogdan Nicolae, Frédéric Suter
Scalable data management for map-reduce-based data-intensive applications: a view for cloud and hybrid infrastructures. Int. J. Cloud Comput. 2 (2/3) (2013)
Matthieu Dorier, Robert Sisneros, Tom Peterka, Gabriel Antoniu, B. David Semeraro
Damaris/Viz: A nonintrusive, adaptable and user-friendly in situ visualization framework. LDAV (2013)
Radu Tudoran, Alexandru Costan, Gabriel Antoniu
DataSteward: Using Dedicated Compute Nodes for Scalable Data Management on Public Clouds. TrustCom/ISPA/IUCC (2013)
Shadi Ibrahim, Hai Jin, Lu Lu, Bingsheng He, Gabriel Antoniu, Song Wu
Handling partitioning skew in MapReduce using LEEN. Peer-to-Peer Netw. Appl. 6 (4) (2013)
Elena Burceanu, Ciprian Dobre, Valentin Cristea, Alexandru Costan, Gabriel Antoniu
Distributed Data Storage in Support for Context-Aware Applications. ISPDC (2013)
Hai Jin, Xiao Ling, Shadi Ibrahim, Wenzhi Cao, Song Wu, Gabriel Antoniu
Flubber: Two-level disk scheduling in virtualized environment. Future Gener. Comput. Syst. 29 (8) (2013)
Jesús Montes, Alberto Sánchez, Bunjamin Memishi, María S. Pérez, Gabriel Antoniu
GMonE: A complete approach to cloud monitoring. Future Gener. Comput. Syst. 29 (8) (2013)
Shadi Ibrahim, Hai Jin, Lu Lu, Bingsheng He, Gabriel Antoniu, Song Wu
Maestro: Replica-Aware Map Scheduling for MapReduce. CCGRID (2012)
Matthieu Dorier, Gabriel Antoniu, Franck Cappello, Marc Snir, Leigh Orf
Damaris: How to Efficiently Leverage Multicore Parallelism to Achieve Scalable, Jitter-free I/O. CLUSTER (2012)
Radu Tudoran, Alexandru Costan, Gabriel Antoniu, Luc Bougé
A performance evaluation of Azure and Nimbus clouds for scientific applications. CloudCP@EuroSys (2012)
Diana Moise, Gabriel Antoniu, Luc Bougé
On-the-Fly Task Execution for Speeding Up Pipelined MapReduce. Euro-Par (2012)
Viet-Trung Tran, Bogdan Nicolae, Gabriel Antoniu
Towards scalable array-oriented active storage: the pyramid approach. ACM SIGOPS Oper. Syst. Rev. 46 (1) (2012)
Bunjamin Memishi, María S. Pérez-Hernández, Gabriel Antoniu
Enhanced failure detection mechanism in MapReduce. HPCS (2012)
Alexandra Carpen-Amarie, Alexandru Costan, Catalin Adrian Leordeanu, Cristina Basescu, Gabriel Antoniu
Towards a Generic Security Framework for Cloud Data Management Environments. Int. J. Distributed Syst. Technol. 3 (1) (2012)
Gabriel Antoniu, Alexandru Costan, Benoit Da Mota, Bertrand Thirion, Radu Tudoran
A-Brain: Using the Cloud to Understand the Impact of Genetic Variability on the Brain. ERCIM News 2012 (89) (2012)
Alexandra Carpen-Amarie, Kate Keahey, John Bresnahan, Gabriel Antoniu
Evaluating Cloud Storage Services for Tightly-Coupled Applications. Euro-Par Workshops (2012)
Radu Tudoran, Alexandru Costan, Gabriel Antoniu, Hakan Soncu
TomusBlobs: Towards Communication-Efficient Storage for MapReduce Applications in Azure. CCGRID (2012)
Houssem-Eddine Chihoub, Shadi Ibrahim, Gabriel Antoniu, María S. Pérez-Hernández
Harmony: Towards Automated Self-Adaptive Consistency in Cloud Storage. CLUSTER (2012)
Bogdan Nicolae, John Bresnahan, Kate Keahey, Gabriel Antoniu
Going back and forth: efficient multideployment and multisnapshotting on clouds. HPDC (2011)
Bogdan Nicolae, Franck Cappello, Gabriel Antoniu
Optimizing Multi-deployment on Clouds by Means of Self-adaptive Prefetching. Euro-Par (1) (2011)

Gabriel Antoniu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Gabriel Antoniu