A Policy Iteration Algorithm for Computing Fixed Points in Static Analysis of Programs. - Alexandru Costan; Stephane Gaubert; Eric Goubault; Matthieu Martel; Sylvie Putot (CAV, 2005)

Monitoring, accounting and automated decision support for the alice experiment based on the MonALISA framework. - Catalin Cirstoiu; Costin Grigoras; Latchezar Betev; Alexandru Costan; Iosif Charles Legrand (GMW@HPDC, 2007)

A Monitoring Architecture for High-Speed Networks in Large Scale Distributed Collaborations. - Alexandru Costan; Ciprian Dobre; Valentin Cristea; Ramiro Voicu (ISPDC, 2008)

Monitoring of Complex Applications Execution in Distributed Dependable Systems. - Florin Pop; Alexandru Costan; Ciprian Dobre; Corina Stratan; Valentin Cristea (ISPDC, 2009)

Offline Algorithms for Several Network Design, Clustering and QoS Optimization Problems - Mugurel Ionut Andreica; Eliana-Dina Tirsa; Alexandru Costan; Nicolae Tapus (CoRR, 2009)

Towards a Grid Platform for Scientific Workflows Management - Alexandru Costan; Corina Stratan; Eliana-Dina Tirsa; Mugurel Ionut Andreica; Valentin Cristea (CoRR, 2009)

Robust Failure Detection Architecture for Large Scale Distributed Systems - Ciprian Mihai Dobre; Florin Pop; Alexandru Costan; Mugurel Ionut Andreica; Valentin Cristea (CoRR, 2009)

Critical Analysis of Middleware Architectures for Large Scale Distributed Systems - Florin Pop; Ciprian Mihai Dobre; Alexandru Costan; Mugurel Ionut Andreica; Eliana-Dina Tirsa; Corina Stratan; Valentin Cristea (CoRR, 2009)

MonALISA: An agent based, dynamic service system to monitor, control and optimize distributed systems. - Iosif Legrand; Harvey B. Newman; Ramiro Voicu; Catalin Cirstoiu; Costin Grigoras; Ciprian Dobre; Adrian Muraru; Alexandru Costan; M. Dediu; Corina Stratan (Comput. Phys. Commun., 2009)

Monitoring and Control of Large Systems with MonALISA. - Iosif Legrand; Ramiro Voicu; Catalin Cirstoiu; Costin Grigoras; Latchezar Betev; Alexandru Costan (ACM Queue, 2009)

A Solution for Fault-Tolerance Based on Adaptive Replication in MonALISA. - Alexandru Costan; Mugurel Ionut Andreica; Valentin Cristea; Costin Grigoras (3PGCIC, 2010)

Prediction Strategies for Self-Adaptive Behavior in Distributed Systems. - Alexandru Costan; Adriana Draghici; Valentin Cristea (3PGCIC, 2010)

Simulation Model and Instrument to Evaluate Replication Techniques. - Bogdan Eremia; Ciprian Dobre; Florin Pop; Alexandru Costan; Valentin Cristea (3PGCIC, 2010)

Bringing Introspection Into the BlobSeer Data-Management System Using the MonALISA Distributed Monitoring Framework. - Alexandra Carpen-Amarie; Jing Cai; Alexandru Costan; Gabriel Antoniu; Luc Bougé (CISIS, 2010)

Automatic Generation of Functional Workflows Using a Semantic Specification. - Costin Ionita; Alexandru Costan; Valentin Cristea (CISIS, 2010)

Fault Tolerance and Recovery in Grid Workflow Management Systems. - Elvin Sindrilaru; Alexandru Costan; Valentin Cristea (CISIS, 2010)

Prediction of Distributed Systems State Based on Monitoring Data. - Adriana Draghici; Alexandru Costan; Valentin Cristea (ISPDC, 2010)

A Worklow Management Platform for Scientific Applications in Grid Environments. - Alexandru Costan; Florin Pop; Ciprian Dobre; Valentin Cristea (SYNASC, 2010)

Dynamic meta-scheduling architecture based on monitoring in distributed systems. - Florin Pop; Ciprian Dobre; Corina Stratan; Alexandru Costan; Valentin Cristea (Int. J. Auton. Comput., 2010)

Managing Data Access on Clouds: A Generic Framework for Enforcing Security Policies. - Cristina Basescu; Alexandra Carpen-Amarie; Catalin Adrian Leordeanu; Alexandru Costan; Gabriel Antoniu (AINA, 2011)

Bringing introspection into BlobSeer: Towards a self-adaptive distributed data management system. - Alexandra Carpen-Amarie; Alexandru Costan; Jing Cai; Gabriel Antoniu; Luc Bougé (Int. J. Appl. Math. Comput. Sci., 2011)

Models and Techniques for Ensuring Reliability, Safety, Availability and Security of Large Scale Distributed Systems - Valentin Cristea; Ciprian Dobre; Florin Pop; Corina Stratan; Alexandru Costan; Catalin Adrian Leordeanu (CoRR, 2011)

An Architectural Model for a Grid based Workflow Management Platform in Scientific Applications - Alexandru Costan; Florin Pop; Corina Stratan; Ciprian Dobre; Catalin Adrian Leordeanu; Valentin Cristea (CoRR, 2011)

A dependability layer for large-scale distributed systems. - Valentin Cristea; Ciprian Dobre; Florin Pop; Corina Stratan; Alexandru Costan; Catalin Adrian Leordeanu; Eliana-Dina Tirsa (Int. J. Grid Util. Comput., 2011)

A visualisation technique for network topology transformation within MonALISA monitoring framework. - Andrei Damian; Alexandru Costan; Valentin Cristea; Iosif Legrand (Int. J. Grid Util. Comput., 2011)

Middleware and architectures for space-based and situated computing. - Valentin Cristea; Ciprian Dobre; Alexandru Costan; Florin Pop (Int. J. Space Based Situated Comput., 2011)

TomusBlobs: Towards Communication-Efficient Storage for MapReduce Applications in Azure. - Radu Tudoran; Alexandru Costan; Gabriel Antoniu; Hakan Soncu (CCGRID, 2012)

1st Workshop on Big Data Management in Clouds - BDMC2012. - Alexandru Costan; Ciprian Dobre (Euro-Par Workshops, 2012)

A performance evaluation of Azure and Nimbus clouds for scientific applications. - Radu Tudoran; Alexandru Costan; Gabriel Antoniu; Luc Bougé (CloudCP@EuroSys, 2012)

A-Brain: Using the Cloud to Understand the Impact of Genetic Variability on the Brain. - Gabriel Antoniu; Alexandru Costan; Benoit Da Mota; Bertrand Thirion; Radu Tudoran (ERCIM News, 2012)

Towards a Generic Security Framework for Cloud Data Management Environments. - Alexandra Carpen-Amarie; Alexandru Costan; Catalin Adrian Leordeanu; Cristina Basescu; Gabriel Antoniu (Int. J. Distributed Syst. Technol., 2012)

Adaptive file management for scientific workflows on the Azure cloud. - Radu Tudoran; Alexandru Costan; Ramin Rezai Rad; Goetz Brasche; Gabriel Antoniu (IEEE BigData, 2013)

Distributed Data Storage in Support for Context-Aware Applications. - Elena Burceanu; Ciprian Dobre; Valentin Cristea; Alexandru Costan; Gabriel Antoniu (ISPDC, 2013)

DataSteward: Using Dedicated Compute Nodes for Scalable Data Management on Public Clouds. - Radu Tudoran; Alexandru Costan; Gabriel Antoniu (TrustCom/ISPA/IUCC, 2013)

Scalable data management for map-reduce-based data-intensive applications: a view for cloud and hybrid infrastructures. - Gabriel Antoniu; Alexandru Costan; Julien Bigot; Frédéric Desprez; Gilles Fedak; Sylvain Gault; Christian Pérez; Anthony Simonet; Bing Tang; Christophe Blanchet; Raphael Terreux; Luc Bougé; et al. (Int. J. Cloud Comput., 2013)

Big Data Storage and Processing on Azure Clouds: Experiments at Scale and Lessons Learned. - Radu Tudoran; Alexandru Costan; Gabriel Antoniu; Goetz Brasche (Cloud Computing for Data-Intensive Applications, 2014)

Bridging Data in the Clouds: An Environment-Aware System for Geographically Distributed Data Transfers. - Radu Tudoran; Alexandru Costan; Rui Wang; Luc Bougé; Gabriel Antoniu (CCGRID, 2014)

JetStream: enabling high performance event streaming across cloud data-centers. - Radu Tudoran; Olivier Nano; Ivo Santos; Alexandru Costan; Hakan Soncu; Luc Bougé; Gabriel Antoniu (DEBS, 2014)

Achieving high throughput for large scale event streaming across geographically distributed data-centers with JetStream. - Radu Tudoran; Olivier Nano; Ivo Santos; Alexandru Costan; Hakan Soncu; Luc Bougé; Gabriel Antoniu (DEBS, 2014)

To overlap or not to overlap: optimizing incremental MapReduce computations for on-demand data upload. - Stefan Ene; Bogdan Nicolae; Alexandru Costan; Gabriel Antoniu (DataCloud@SC, 2014)

Transfer as a Service: Towards a Cost-Effective Model for Multi-site Cloud Data Management. - Radu Tudoran; Alexandru Costan; Gabriel Antoniu (SRDS, 2014)

Generic Machine Learning Pattern for Neuroimaging-Genetic Studies in the Cloud. - 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; et al. (Frontiers Neuroinformatics, 2014)

Towards Multi-site Metadata Management for Geographically Distributed Cloud Workflows. - Luis Pineda-Morales; Alexandru Costan; Gabriel Antoniu (CLUSTER, 2015)

Managing hot metadata for scientific workflows on multisite clouds. - Luis Pineda-Morales; Ji Liu 003; Alexandru Costan; Esther Pacitti; Gabriel Antoniu; Patrick Valduriez; Marta Mattoso (IEEE BigData, 2016)

Spark Versus Flink: Understanding Performance in Big Data Analytics Frameworks. - Ovidiu-Cristian Marcu; Alexandru Costan; Gabriel Antoniu; María S. Pérez-Hernández (CLUSTER, 2016)

Towards Efficient Location and Placement of Dynamic Replicas for Geo-Distributed Data Stores. - Pierre Matri; Alexandru Costan; Gabriel Antoniu; Jesús Montes; María S. Pérez 001 (ScienceCloud@HPDC, 2016)

Týr: blob storage meets built-in transactions. - Pierre Matri; Alexandru Costan; Gabriel Antoniu; Jesús Montes; María S. Pérez 001 (SC, 2016)

TomusBlobs: scalable data-intensive processing on Azure clouds. - Alexandru Costan; Radu Tudoran; Gabriel Antoniu; Goetz Brasche (Concurr. Comput. Pract. Exp., 2016)

JetStream: Enabling high throughput live event streaming on multi-site clouds. - Radu Tudoran; Alexandru Costan; Olivier Nano; Ivo Santos; Hakan Soncu; Gabriel Antoniu (Future Gener. Comput. Syst., 2016)

OverFlow: Multi-Site Aware Big Data Management for Scientific Workflows on Clouds. - Radu Tudoran; Alexandru Costan; Gabriel Antoniu (IEEE Trans. Cloud Comput., 2016)

Towards a unified storage and ingestion architecture for stream processing. - Ovidiu-Cristian Marcu; Alexandru Costan; Gabriel Antoniu; María S. Pérez-Hernández; Radu Tudoran; Stefano Bortoli; Bogdan Nicolae (IEEE BigData, 2017)

A performance evaluation of Apache Kafka in support of big data streaming applications. - Paul Le Noac'h; Alexandru Costan; Luc Bougé (IEEE BigData, 2017)

Exploring Shared State in Key-Value Store for Window-Based Multi-Pattern Streaming Analytics. - Ovidiu-Cristian Marcu; Radu Tudoran; Bogdan Nicolae; Alexandru Costan; Gabriel Antoniu; María S. Pérez-Hernández (CCGrid, 2017)

AutoCompBD: Autonomic Computing and Big Data platforms. - Florin Pop; Ciprian Dobre; Alexandru Costan (Soft Comput., 2017)

TýrFS: Increasing Small Files Access Performance with Dynamic Metadata Replication. - Pierre Matri; María S. Pérez 001; Alexandru Costan; Gabriel Antoniu (CCGrid, 2018)

KerA: Scalable Data Ingestion for Stream Processing. - Ovidiu-Cristian Marcu; Alexandru Costan; Gabriel Antoniu; María S. Pérez-Hernández; Bogdan Nicolae; Radu Tudoran; Stefano Bortoli (ICDCS, 2018)

SLoG: Large-Scale Logging Middleware for HPC and Big Data Convergence. - Pierre Matri; Philip H. Carns; Robert B. Ross; Alexandru Costan; María S. Pérez 001; Gabriel Antoniu (ICDCS, 2018)

Keeping up with storage: Decentralized, write-enabled dynamic geo-replication. - Pierre Matri; María S. Pérez 001; Alexandru Costan; Luc Bougé; Gabriel Antoniu (Future Gener. Comput. Syst., 2018)

From Big Data to Fast Data: Efficient Stream Data Management. (Du Big Data au Fast Data: Gestion efficace des données de flux). - Alexandru Costan (2019)

Investigating Edge vs. Cloud Computing Trade-offs for Stream Processing. - Pedro Silva 007; Alexandru Costan; Gabriel Antoniu (IEEE BigData, 2019)

Towards a Methodology for Benchmarking Edge Processing Frameworks. - Pedro Silva 007; Alexandru Costan; Gabriel Antoniu (IPDPS Workshops, 2019)

A Survey of Benchmarks to Evaluate Data Analytics for Smart-* Applications. - Athanasios Kiatipis; Álvaro Brandón; Rizkallah Touma; Pierre Matri; Michal Zasadzinski; Linh Thuy Nhuyen; Adrien Lebre; Alexandru Costan (CoRR, 2019)

Efficient Scheduling of Scientific Workflows Using Hot Metadata in a Multisite Cloud. - Ji Liu 003; Luis Pineda-Morales; Esther Pacitti; Alexandru Costan; Patrick Valduriez; Gabriel Antoniu; Marta Mattoso (IEEE Trans. Knowl. Data Eng., 2019)

A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning. - Kevin Fauvel; Daniel Balouek-Thomert; Diego Melgar; Pedro Silva 007; Anthony Simonet; Gabriel Antoniu; Alexandru Costan; Véronique Masson; Manish Parashar; Ivan Rodero; Alexandre Termier (AAAI, 2020)

E2Clab: Exploring the Computing Continuum through Repeatable, Replicable and Reproducible Edge-to-Cloud Experiments. - Daniel Rosendo; Pedro Silva 007; Matthieu Simonin; Alexandru Costan; Gabriel Antoniu (CLUSTER, 2020)

Mission possible: Unify HPC and Big Data stacks towards application-defined blobs at the storage layer. - Pierre Matri; Yevhen Alforov; Álvaro Brandón; María S. Pérez 001; Alexandru Costan; Gabriel Antoniu; Michael Kuhn 003; Philip H. Carns; Thomas Ludwig 002 (Future Gener. Comput. Syst., 2020)

Virtual Log-Structured Storage for High-Performance Streaming. - Ovidiu-Cristian Marcu; Alexandru Costan; Bogdan Nicolae; Gabriel Antoniu (CLUSTER, 2021)

Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum. - Daniel Rosendo; Alexandru Costan; Gabriel Antoniu; Matthieu Simonin; Jean-Christophe Lombardo; Alexis Joly; Patrick Valduriez (CLUSTER, 2021)

MDSC: modelling distributed stream processing across the edge-to-cloud continuum. - Daniel Balouek-Thomert; Pedro Silva 007; Kevin Fauvel; Alexandru Costan; Gabriel Antoniu; Manish Parashar (UCC Companion, 2021)

Enabling Reproducible Analysis of Complex Workflows on the Edge-to-Cloud Continuum. - Daniel Rosendo; Alexandru Costan; Gabriel Antoniu; Patrick Valduriez (CoRR, 2021)

FlexScience'22: 12th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures. - Alexandru Costan; Bogdan Nicolae; Kento Sato (HPDC, 2022)

A Methodology to Build Decision Analysis Tools Applied to Distributed Reinforcement Learning. - Cèdric Prigent; Loïc Cudennec; Alexandru Costan; Gabriel Antoniu (IPDPS Workshops, 2022)

Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review. - Daniel Rosendo; Alexandru Costan; Patrick Valduriez; Gabriel Antoniu (J. Parallel Distributed Comput., 2022)

KheOps: Cost-effective Repeatability, Reproducibility, and Replicability of Edge-to-Cloud Experiments. - Daniel Rosendo; Kate Keahey; Alexandru Costan; Matthieu Simonin; Patrick Valduriez; Gabriel Antoniu (ACM-REP, 2023)

FedGuard: Selective Parameter Aggregation for Poisoning Attack Mitigation in Federated Learning. - Melvin Chelli; Cèdric Prigent; René Schubotz; Alexandru Costan; Gabriel Antoniu; Loïc Cudennec; Philipp Slusallek (CLUSTER, 2023)

ProvLight: Efficient Workflow Provenance Capture on the Edge-to-Cloud Continuum. - Daniel Rosendo; Marta Mattoso; Alexandru Costan; Renan Souza 001; Débora B. Pina; Patrick Valduriez; Gabriel Antoniu (CLUSTER, 2023)

Efficient Data-Parallel Continual Learning with Asynchronous Distributed Rehearsal Buffers. - Thomas Bouvier; Bogdan Nicolae; Hugo Chaugier; Alexandru Costan; Ian T. Foster; Gabriel Antoniu (CCGrid, 2024)

Workflow Provenance in the Computing Continuum for Responsible, Trustworthy, and Energy-Efficient AI. - Renan Souza 001; Silvina Caíno-Lores; Mark Coletti; Tyler J. Skluzacek; Alexandru Costan; Frédéric Suter; Marta Mattoso; Rafael Ferreira da Silva (e-Science, 2024)

Towards Efficient Learning on the Computing Continuum: Advancing Dynamic Adaptation of Federated Learning. - Mathis Valli; Alexandru Costan; Cédric Tedeschi; Loïc Cudennec (FlexScience@HPDC, 2024)

Efficient Resource-Constrained Federated Learning Clustering with Local Data Compression on the Edge-to-Cloud Continuum. - Cèdric Prigent; Melvin Chelli; Alexandru Costan; Loïc Cudennec; René Schubotz; Gabriel Antoniu (HiPC, 2024)

Enabling federated learning across the computing continuum: Systems, challenges and future directions. - Cèdric Prigent; Alexandru Costan; Gabriel Antoniu; Loïc Cudennec (Future Gener. Comput. Syst., 2024)

Efficient distributed continual learning for steering experiments in real-time. - Thomas Bouvier; Bogdan Nicolae; Alexandru Costan; Tekin Bicer; Ian T. Foster; Gabriel Antoniu (Future Gener. Comput. Syst., 2025)