Tram Truong Huu

Orcid: 0000-0003-1049-9557

According to our database1, Tram Truong Huu authored at least 48 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Asyn2F: An Asynchronous Federated Learning Framework with Bidirectional Model Aggregation.
CoRR, 2024

Novel Contract-based Runtime Explainability Framework for End-to-End Ensemble Machine Learning Serving.
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024

2023
Making distributed edge machine learning for resource-constrained communities and environments smarter: contexts and challenges.
J. Reliab. Intell. Environ., June, 2023

2022
A federated deep learning framework for privacy preservation and communication efficiency.
J. Syst. Archit., 2022

Enabling Awareness of Quality of Training and Costs in Federated Machine Learning Marketplaces.
Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

2021
An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator.
CoRR, 2021

MAppGraph: Mobile-App Classification on Encrypted Network Traffic using Deep Graph Convolution Neural Networks.
Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2020
Byzantine-Resilient Controller Mapping and Remapping in Software Defined Networks.
IEEE Trans. Netw. Sci. Eng., 2020

A Federated Learning Framework for Privacy-preserving and Parallel Training.
CoRR, 2020

2019
Virtual Network Embedding in Ring Optical Data Centers Using Markov Chain Probability Model.
IEEE Trans. Netw. Serv. Manag., 2019

Machine Learning-Based Link Fault Identification and Localization in Complex Networks.
IEEE Internet Things J., 2019

Service Chain Embedding for Diversified 5G Slices With Virtual Network Function Sharing.
IEEE Commun. Lett., 2019

Crossfire Attack Detection Using Deep Learning in Software Defined ITS Networks.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Fast and Adaptive Failure Recovery using Machine Learning in Software Defined Networks.
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

2018
Deadline-Aware Scheduling and Flexible Bandwidth Allocation for Big-Data Transfers.
IEEE Access, 2018

Game Theoretic Switch-Controller Mapping with Traffic Variations in Software Defined Networks.
Proceedings of the IEEE Global Communications Conference, 2018

TE-Based Machine Learning Techniques for Link Fault Localization in Complex Networks.
Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018

Towards resilient in-band control path routing with malicious switch detection in SDN.
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

2017
On Multiple Controller Mapping in Software Defined Networks With Resilience Constraints.
IEEE Commun. Lett., 2017

Fault tolerance in TCAM-limited software defined networks.
Comput. Networks, 2017

Dynamic Flow Scheduling With Uncertain Flow Duration in Optical Data Centers.
IEEE Access, 2017

Multi-controller Traffic Engineering in Software Defined Networks.
Proceedings of the 42nd IEEE Conference on Local Computer Networks, 2017

Flexible bandwidth allocation for big data transfer with deadline constraints.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Primary-Backup Controller Mapping for Byzantine Fault Tolerance in Software Defined Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

SDN-based dynamic flow scheduling in optical data centers.
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

Time and Bandwidth-Aware Virtual Network Embedding and Migration in Hybrid Optical-Electrical Data Centers.
Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

2016
Dynamic embedding of workflow requests for bandwidth efficiency in data centers.
Comput. Networks, 2016

Operational cost-aware resource provisioning for continuous write applications in cloud-of-clouds.
Clust. Comput., 2016

Adaptive Bandwidth Allocation for Virtual Network Embedding in Optical Data Center Networks.
Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016

Mapping workflow resource requests for bandwidth efficiency in data centers.
Proceedings of the 17th International Conference on Distributed Computing and Networking, 2016

Markov Chain Based Algorithm for Virtual Network Embedding in Optical Data Centers.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015
Handling Uncertainty and Diversity in Cloud Bandwidth Demands for Revenue Maximization.
Proceedings of the 2015 International Conference on Cloud Computing Research and Innovation, 2015

TCAM-Aware Local Rerouting for Fast and Efficient Failure Recovery in Software Defined Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Integrated QoS-aware Resource Provisioning for Parallel and Distributed Applications.
Proceedings of the 19th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2015

2014
A Novel Model for Competition and Cooperation among Cloud Providers.
IEEE Trans. Cloud Comput., 2014

To Offload or to Wait: An Opportunistic Offloading Algorithm for Parallel Tasks in a Mobile Cloud.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

A Stochastic Workload Distribution Approach for an Ad Hoc Mobile Cloud.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

2013
Bundle and Pool Architecture for Multi-Language, Robust, Scalable Workflow Executions.
J. Grid Comput., 2013

A Game-Theoretic Model for Dynamic Pricing and Competition among Cloud Providers.
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013

An Auction-Based Resource Allocation Model for Green Cloud Computing.
Proceedings of the 2013 IEEE International Conference on Cloud Engineering, 2013

2012
Scalable and Resilient Workflow Executions on Production Distributed Computing Infrastructures.
Proceedings of the 11th International Symposium on Parallel and Distributed Computing, 2012

SHIWA workflow interoperability solutions for neuroimaging data analysis.
Proceedings of the HealthGrid Applications and Technologies Meet Science Gateways for Life Sciences, 2012

2011
Joint Elastic Cloud and Virtual Network Framework for Application Performance-cost Optimization.
J. Grid Comput., 2011

2010
Workflow-based applications performance and execution cost optimization on cloud infrastructures. (Optimisation des performances et du coût de flots applicatifs s'exécutant sur des infrastructures de cloud).
PhD thesis, 2010

Reliability Support in Virtual Infrastructures.
Proceedings of the Cloud Computing, Second International Conference, 2010

Virtual Resources Allocation for Workflow-Based Applications Distribution on a Cloud Infrastructure.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009
Executing Distributed Applications on Virtualized Infrastructures Specified with the VXDL Language and Managed by the HIPerNET Framework.
Proceedings of the Cloud Computing - First International Conference, 2009

A Scalable Security Model for Enabling Dynamic Virtual Private Execution Infrastructures on the Internet.
Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009


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