Radu Tudoran

According to our database, Radu Tudoran authored at least 34 papers between 2008 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

SPICE: Streaming PCA Fault Identification and Classification Engine in Predictive Maintenance.

Cristian Axenie, Radu Tudoran, Stefano Bortoli, Mohamad Al Hajj Hassan, Alexander Wieder, Goetz Brasche

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

An Online Incremental Clustering Framework for Real-Time Stream Analytics.

Carlos Salort Sánchez, Radu Tudoran, Mohamad Al Hajj Hassan, Stefano Bortoli, Goetz Brasche, Jan Baumbach, Cristian Axenie

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Dimensionality Reduction for Low-Latency High-Throughput Fraud Detection on Datastreams.

Cristian Axenie, Radu Tudoran, Stefano Bortoli, Mohamad Al Hajj Hassan, Carlos Salort Sánchez, Goetz Brasche

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

NARPCA: Neural Accumulate-Retract PCA for Low-Latency High-Throughput Processing on Datastreams.

Cristian Axenie, Radu Tudoran, Stefano Bortoli, Mohamad Al Hajj Hassan, Goetz Brasche

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

2018

STARLORD: Sliding Window Temporal Accumulate-Retract Learning for Online Reasoning on Datastreams.

Cristian Axenie, Radu Tudoran, Stefano Bortoli, Mohamad Al Hajj Hassan, Daniele Foroni, Goetz Brasche

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 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

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Moira: A Goal-Oriented Incremental Machine Learning Approach to Dynamic Resource Cost Estimation in Distributed Stream Processing Systems.

Daniele Foroni, Cristian Axenie, Stefano Bortoli, Mohamad Al Hajj Hassan, Ralph Acker, Radu Tudoran, Goetz Brasche, Yannis Velegrakis

Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, 2018

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

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

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

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

OverFlow: Multi-Site Aware Big Data Management for Scientific Workflows on Clouds.

Radu Tudoran, Alexandru Costan, Gabriel Antoniu

IEEE Trans. Cloud Comput., 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

TomusBlobs: scalable data-intensive processing on Azure clouds.

Alexandru Costan, Radu Tudoran, Gabriel Antoniu, Goetz Brasche

Concurr. Comput. Pract. Exp., 2016

Data Multiverse: The Uncertainty Challenge of Future Big Data Analytics.

Radu Tudoran, Bogdan Nicolae, Götz Brasche

Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2016

2014

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

Radu Tudoran

PhD thesis, 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, Bertrand Thirion

Frontiers Neuroinformatics, 2014

Transfer as a Service: Towards a Cost-Effective Model for Multi-site Cloud Data Management.

Radu Tudoran, Alexandru Costan, Gabriel Antoniu

Proceedings of the 33rd IEEE International Symposium on Reliable Distributed Systems, 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

Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems, 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

Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems, 2014

Evaluating Streaming Strategies for Event Processing Across Infrastructure Clouds.

Radu Tudoran, Kate Keahey, Pierre Riteau, Sergey Panitkin, Gabriel Antoniu

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 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

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

Big Data Storage and Processing on Azure Clouds: Experiments at Scale and Lessons Learned.

Radu Tudoran, Alexandru Costan, Gabriel Antoniu, Goetz Brasche

Proceedings of the Cloud Computing for Data-Intensive Applications, 2014

2013

DataSteward: Using Dedicated Compute Nodes for Scalable Data Management on Public Clouds.

Radu Tudoran, Alexandru Costan, Gabriel Antoniu

Proceedings of the 12th IEEE International Conference on Trust, 2013

SAGE: Geo-Distributed Streaming Data Analysis in Clouds.

Radu Tudoran, Gabriel Antoniu, Luc Bougé

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Adaptive file management for scientific workflows on the Azure cloud.

Radu Tudoran, Alexandru Costan, Ramin Rezai Rad, Goetz Brasche, Gabriel Antoniu

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

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

A performance evaluation of Azure and Nimbus clouds for scientific applications.

Radu Tudoran, Alexandru Costan, Gabriel Antoniu, Luc Bougé

Proceedings of the 2nd International Workshop on Cloud Computing Platforms, 2012

TomusBlobs: Towards Communication-Efficient Storage for MapReduce Applications in Azure.

Radu Tudoran, Alexandru Costan, Gabriel Antoniu, Hakan Soncu

Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2010

Multipliers for floating-point double precision and beyond on FPGAs.

Sebastian Banescu, Florent de Dinechin, Bogdan Pasca, Radu Tudoran

SIGARCH Comput. Archit. News, 2010

2009

Implementing True Random Number Generators in FPGAs by Chip Filling.

Octavian Cret, Radu Tudoran, Alin Suciu, Tamas Györfi

Proceedings of the SECRYPT 2009, 2009

Exploiting Crosstalk Effects in FPGAs for Generating True Random Numbers.

Octavian Cret, Radu Tudoran, Alin Suciu, Tamas Györfi

Proceedings of the e-Business and Telecommunications - 6th International Joint Conference, 2009

2008

Software Random Number Generation Based on Race Conditions.

Adrian Colesa, Radu Tudoran, Sebastian Banescu

Proceedings of the SYNASC 2008, 2008

An FPGA-specific approach to floating-point accumulation and sum-of-products.

Florent de Dinechin, Bogdan Pasca, Octavian Cret, Radu Tudoran

Proceedings of the 2008 International Conference on Field-Programmable Technology, 2008

When FPGAs are better at floating-point than microprocessors.

Florent de Dinechin, Jérémie Detrey, Octavian Cret, Radu Tudoran

Proceedings of the ACM/SIGDA 16th International Symposium on Field Programmable Gate Arrays, 2008

FPGA-Based Computation of the Inductance of Coils Used for the Magnetic Stimulation of the Nervous System.

Ionut Trestian, Octavian Cret, Laura Cret, Lucia Vacariu, Radu Tudoran, Florent de Dinechin

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008