Active Data: A programming model to manage data life cycle across heterogeneous systems and infrastructures

Autor: Gilles Fedak, Matei Ripeanu, Anthony Simonet

Publikováno v: Future Generation Computer Systems
Future Generation Computer Systems, 2015, 55, pp.17. ⟨10.1016/j.future.2015.05.015⟩
Future Generation Computer Systems, Elsevier, 2015, 55, pp.17. ⟨10.1016/j.future.2015.05.015⟩

The Big Data challenge consists in managing, storing, analyzing and visualizing these huge and ever growing data sets to extract sense and knowledge. As the volume of data grows exponentially, the management of these data becomes more complex in prop

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::46ac732b0e0affaa3e264656063cf2ba
https://doi.org/10.1016/j.future.2015.05.015

HybridMR: a new approach for hybrid MapReduce combining desktop grid and cloud infrastructures

Autor: Bing Tang, Haiwu He, Gilles Fedak

Publikováno v: Concurrency and Computation: Practice and Experience. 27:4140-4155

This paper introduces HybridMR, a novel model for the execution of MapReduce (MR) computation on hybrid computing environment. Using this model, high performance cloud resources and heterogeneous desktop personal computers (PCs) in Internet or Intran

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::350ea003b003f40c38b6d274e26b8190
https://doi.org/10.1002/cpe.3515

Statistical Properties of Deformed Single-Crystal Surface under Real-Time Video Monitoring and Processing in the Desktop Grid Distributed Computing Environment

Autor: Oleg Lodygensky, Yuri Gordienko, Gilles Fedak, Oleksandr Gatsenko, Oleksandra Baskova

Publikováno v: Key Engineering Materials

Many crucial processes of damage initiation and propagation take place dynamically in the wide observable time domain from 10-3 seconds to 103 seconds and on the many scales from 10 6 m (solitary defects places) to 10-2 m (correlated linked network o

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9c7f0a2e118a8a5123fbe4e2d20cc706
https://doi.org/10.4028/www.scientific.net/kem.465.306

BitDew: A data management and distribution service with multi-protocol file transfer and metadata abstraction

Autor: Franck Cappello, Haiwu He, Gilles Fedak

Publikováno v: Journal of Network and Computer Applications. 32:961-975

Desktop Grids use the computing, network and storage resources from idle desktop PCs distributed over multiple-LANs or the Internet to compute a large variety of resource-demanding distributed applications. While these applications need to access, co

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3ce74d82b265c5ee454cad571547d1f0
https://doi.org/10.1016/j.jnca.2009.04.002

Availability/Network-aware MapReduce over the Internet

Autor: Bing Tang, Gilles Fedak, Haiwu He, Mingdong Tang

Publikováno v: Information Sciences
Information Sciences, Elsevier, 2016, 379, pp.94--111. ⟨10.1016/j.ins.2016.09.030⟩
Information Sciences, 2016, 379, pp.94--111. ⟨10.1016/j.ins.2016.09.030⟩

International audience; MapReduce offers an ease-of-use programming paradigm for processing large datasets. In our previous work, we have designed a MapReduce framework called BitDew-MapReduce for desktop grid and volunteer computing environment, tha

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2cf0db48fb080db455a6c5d52b170188
https://hal.inria.fr/hal-01426393