NARPCA: Neural Accumulate-Retract PCA for Low-Latency High-Throughput Processing on Datastreams. - Axenie, Cristian; Tudoran, Radu; Bortoli, Stefano; Hassan, Mohamad Al Hajj; Brasche, Goetz (2019)

Dimensionality Reduction for Low-Latency High-Throughput Fraud Detection on Datastreams. - Axenie, Cristian; Tudoran, Radu; Bortoli, Stefano; Hassan, Mohamad Al Hajj; Sánchez, Carlos Salort; Brasche, Goetz (2019)

An Online Incremental Clustering Framework for Real-Time Stream Analytics. - Sánchez, Carlos Salort; Tudoran, Radu; Hassan, Mohamad Al Hajj; Bortoli, Stefano; Brasche, Goetz; Baumbach, Jan; Axenie, Cristian (2019)

SPICE: Streaming PCA Fault Identification and Classification Engine in Predictive Maintenance. - Axenie, Cristian; Tudoran, Radu; Bortoli, Stefano; Hassan, Mohamad Al Hajj; Wieder, Alexander; Brasche, Goetz (2019)

Moira: A Goal-Oriented Incremental Machine Learning Approach to Dynamic Resource Cost Estimation in Distributed Stream Processing Systems. - Foroni, Daniele; Axenie, Cristian; Bortoli, Stefano; Hassan, Mohamad Al Hajj; Acker, Ralph; Tudoran, Radu; Brasche, Goetz; Velegrakis, Yannis (2018)

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

STARLORD: Sliding Window Temporal Accumulate-Retract Learning for Online Reasoning on Datastreams. - Axenie, Cristian; Tudoran, Radu; Bortoli, Stefano; Hassan, Mohamad Al Hajj; Foroni, Daniele; Brasche, Goetz (2018)

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

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

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

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

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

Data Multiverse: The Uncertainty Challenge of Future Big Data Analytics. - Tudoran, Radu; Nicolae, Bogdan; Brasche, Götz (2016)

Gestion du Big Data hautes performances dans les centres de données cloud. (High-Performance Big Data Management Across Cloud Data Centers). - Tudoran, Radu (2014)

Generic Machine Learning Pattern for Neuroimaging-Genetic Studies in the Cloud. - Mota, Benoit Da; Tudoran, Radu; Costan, Alexandru; Varoquaux, Gaël; Brasche, Goetz; Conrod, Patricia J.; Lemaître, Hervé; Paus, Tomás; Rietschel, Marcella; Frouin, Vincent; Poline, Jean-Baptiste; Antoniu, Gabriel; et al. (Frontiers Neuroinformatics, 2014)

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

Evaluating Streaming Strategies for Event Processing Across Infrastructure Clouds. - Tudoran, Radu; Keahey, Kate; Riteau, Pierre; Panitkin, Sergey; Antoniu, Gabriel (2014)

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

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

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

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

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

SAGE: Geo-Distributed Streaming Data Analysis in Clouds. - Tudoran, Radu; Antoniu, Gabriel; Bougé, Luc (2013)

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

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

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

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

Multipliers for floating-point double precision and beyond on FPGAs. - Banescu, Sebastian; Dinechin, Florent de; Pasca, Bogdan; Tudoran, Radu (SIGARCH Comput. Archit. News, 2010)

Exploiting Crosstalk Effects in FPGAs for Generating True Random Numbers. - Cret, Octavian; Tudoran, Radu; Suciu, Alin; Györfi, Tamas (2009)

Implementing True Random Number Generators in FPGAs by Chip Filling. - Cret, Octavian; Tudoran, Radu; Suciu, Alin; Györfi, Tamas (2009)

FPGA-Based Computation of the Inductance of Coils Used for the Magnetic Stimulation of the Nervous System. - Trestian, Ionut; Cret, Octavian; Cret, Laura; Vacariu, Lucia; Tudoran, Radu; Dinechin, Florent de (2008)

When FPGAs are better at floating-point than microprocessors. - Dinechin, Florent de; Detrey, Jérémie; Cret, Octavian; Tudoran, Radu (2008)

An FPGA-specific approach to floating-point accumulation and sum-of-products. - Dinechin, Florent de; Pasca, Bogdan; Cret, Octavian; Tudoran, Radu (2008)

Software Random Number Generation Based on Race Conditions. - Colesa, Adrian; Tudoran, Radu; Banescu, Sebastian (2008)