Search Results - "Cudennec, Loic"
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Adaptive message passing polling for energy efficiency: Application to software‐distributed shared memory over heterogeneous computing resources
Published in Concurrency and computation (25-12-2020)“…Summary Autonomous vehicles, smart manufacturing, heterogeneous systems, and new high‐performance embedded computing (HPEC) applications can benefit from the…”
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Enabling federated learning across the computing continuum: Systems, challenges and future directions
Published in Future generation computer systems (01-11-2024)“…In recent years, as the boundaries of computing have expanded with the emergence of the Internet of Things (IoT) and its increasing number of devices…”
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Journal Article -
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FedGuard: Selective Parameter Aggregation for Poisoning Attack Mitigation in Federated Learning
Published in 2023 IEEE International Conference on Cluster Computing (CLUSTER) (31-10-2023)“…Minimizing the attack surface of Federated Learning (FL) systems is a field of active research. FL turns out to be highly vulnerable to various threats coming…”
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Conference Proceeding -
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A combined fast/cycle accurate simulation tool for reconfigurable accelerator evaluation: application to distributed data management
Published in 2020 International Workshop on Rapid System Prototyping (RSP) (24-09-2020)“…Parallel computing systems based on reconfigurable accelerators are becoming (1) increasingly heterogeneous, (2) difficult to design and (3) complex to model…”
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Conference Proceeding -
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Deploying software functionality to manufacturing resources safely at runtime
Published in 2016 IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA) (01-09-2016)“…Automated manufacturing systems are becoming increasingly flexible in order to support a growing number of different products and product variations, as well…”
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Conference Proceeding -
6
A Methodology to Build Decision Analysis Tools Applied to Distributed Reinforcement Learning
Published in 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01-05-2022)“…As Artificial Intelligence-based applications become more and more complex, speeding up the learning phase (which is typically computation-intensive) becomes…”
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Conference Proceeding -
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Network Contention-Aware Method to Evaluate Data Coherency Protocols within a Compilation Toolchain
Published in 2016 IEEE 10th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSOC) (01-09-2016)“…Shared memory is a critical issue for large distributed systems. Despite several data coherency protocols have been proposed, the selection of the protocol…”
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Using the Spring Physical Model to Extend a Cooperative Caching Protocol for Many-Core Processors
Published in 2014 IEEE 8th International Symposium on Embedded Multicore/Manycore SoCs (01-09-2014)“…As the number of embedded cores grows up, the off-chip memory wall becomes an overwhelming bottleneck. As a consequence, it is more and more prevalent to…”
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Conference Proceeding -
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Software-Distributed Shared Memory for Heterogeneous Machines: Design and Use Considerations
Published 03-09-2020“…Distributed shared memory (DSM) allows to implement and deploy applications onto distributed architectures using the convenient shared memory programming model…”
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Journal Article -
10
Introducing a Data Sliding Mechanism for Cooperative Caching in Manycore Architectures
Published in 2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (01-05-2013)“…In future micro-architectures, the increase of the number of cores and wire network complexity is leading to several performance degradation. These platforms…”
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Conference Proceeding -
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M2DC – Modular Microserver DataCentre with heterogeneous hardware
Published in Microprocessors and microsystems (01-07-2017)“…The Modular Microserver DataCentre (M2DC) project investigates, develops and demonstrates a modular, highly-efficient, cost-optimized server architecture…”
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The M2DC Project: Modular Microserver DataCentre
Published in 2016 Euromicro Conference on Digital System Design (DSD) (01-08-2016)“…The Modular Microserver DataCentre (M2DC) project will investigate, develop and demonstrate a modular, highly-efficient, cost-optimized server architecture…”
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Conference Proceeding -
13
Data centres for IoT applications: The M2DC approach (Invited paper)
Published in 2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS) (01-07-2016)“…The Modular Microserver DataCentre (M2DC) project investigates, develops and demonstrates a modular, highly-efficient, cost-optimized server architecture…”
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Conference Proceeding -
14
Enhancing Cache Coherent Architectures with access patterns for embedded manycore systems
Published in 2012 International Symposium on System on Chip (SoC) (01-10-2012)“…One of the key challenges in advanced micro-architecture is to provide high performance hardware-components that work as application accelerators. In this…”
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Conference Proceeding -
15
Performance scalability of the JXTA P2P framework
Published in 2007 IEEE International Parallel and Distributed Processing Symposium (01-03-2007)“…Features of the P2P model, such as scalability and volatility tolerance, have motivated its use in distributed systems. Several generic P2P libraries have been…”
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Extending the entry consistency model to enable efficient visualization for code-coupling grid applications
Published in Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGRID'06) (2006)“…This paper addresses the problem of efficient visualization of shared data within code coupling grid applications. These applications are structured as a set…”
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Conference Proceeding