Franck Le

Orcid: 0000-0002-0372-5045

According to our database1, Franck Le authored at least 79 papers between 2002 and 2023.

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Bibliography

2023
Beyond a Centralized Verifier: Scaling Data Plane Checking via Distributed, On-Device Verification.
Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Toward a Unified Framework for Verifying and Interpreting Learning-Based Networking Systems.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Toward Reproducing Network Research Results Using Large Language Models.
Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023

2022
NorBERT: NetwOrk Representations through BERT for Network Analysis and Management.
CoRR, 2022

Switch as a Verifier: Toward Scalable Data Plane Checking via Distributed, On-Device Verification.
CoRR, 2022

IVeri: Privacy-Preserving Interdomain Verification.
CoRR, 2022

NorBERT: NetwOrk Representations Through BERT for Network Analysis & Management.
Proceedings of the 30th International Symposium on Modeling, 2022

Network can check itself: scaling data plane checking via distributed, on-device verification.
Proceedings of the 21st ACM Workshop on Hot Topics in Networks, 2022

Rethinking data-driven networking with foundation models: challenges and opportunities.
Proceedings of the 21st ACM Workshop on Hot Topics in Networks, 2022

2021
More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN.
IEEE/ACM Trans. Netw., 2021

Optimizing in the Dark: Learning Optimal Network Resource Reservation Through a Simple Request Interface.
IEEE/ACM Trans. Netw., 2021

Toward Stable Interdomain Network-Application Integration.
Proceedings of the NAI'21: Proceedings of the ACM SIGCOMM 2021 Workshop on Network-Application Integration, 2021

Generalizable and Interpretable Deep Learning for Network Congestion Prediction.
Proceedings of the 29th IEEE International Conference on Network Protocols, 2021

Risks and Challenges of Training Classifiers for IoT.
Proceedings of the Internet of Things - ICIOT 2021, 2021

On Exploring Attention-based Explanation for Transformer Models in Text Classification.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Network Scheduling and Compute Resource Aware Task Placement in Datacenters.
IEEE/ACM Trans. Netw., 2020

Carbide: Highly Reliable Networks Through Real-Time Multiple Control Plane Composition.
CoRR, 2020

Toward Optimal Software-Defined Interdomain Routing.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Improving Inter-domain Routing through Multi-agent Reinforcement Learning.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Deriving Interpretable Rules for IoT Discovery Through Attention.
Proceedings of the Internet of Things - ICIOT 2020, 2020

Toward Programmable Interdomain Routing.
Proceedings of the ANRW '20: Applied Networking Research Workshop, 2020

2019
How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN.
IEEE/ACM Trans. Netw., 2019

Toward Fine-Grained, Privacy-Preserving, Efficient Multi-Domain Network Resource Discovery.
IEEE J. Sel. Areas Commun., 2019

NFVactor: A Resilient NFV System Using the Distributed Actor Model.
IEEE J. Sel. Areas Commun., 2019

NetStar: A Future/Promise Framework for Asynchronous Network Functions.
IEEE J. Sel. Areas Commun., 2019

Magnalium: Highly Reliable SDC Networks with Multiple Control Plane Composition.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Using Graphical Models as Explanations in Deep Neural Networks.
Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2019

DeviceMien: network device behavior modeling for identifying unknown IoT devices.
Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

Update Algebra: Toward Continuous, Non-Blocking Composition of Network Updates in SDN.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Experiences Implementing Live VM Migration over the WAN with Multi-Path TCP.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Deep Neural Networks for Network Routing.
Proceedings of the International Joint Conference on Neural Networks, 2019

An AI Enabled System for Distributed System Characterization.
Proceedings of the 2019 IEEE International Conference on Cognitive Computing, 2019

Counting Devices: Revisiting Existing Approaches in Today's Settings.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Online Scaling of NFV Service Chains Across Geo-Distributed Datacenters.
IEEE/ACM Trans. Netw., 2018

A Comprehensive Study on Load Balancers for VNF chains Horizontal Scaling.
CoRR, 2018

SFP: Toward Interdomain Routing for SDN Networks.
Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos, 2018

Fine-grained, multi-domain network resource abstraction as a fundamental primitive to enable high-performance, collaborative data sciences.
Proceedings of the International Conference for High Performance Computing, 2018

OpenSDC: A Novel, Generic Datapath for Software Defined Coalitions.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Policy-Based Identification of IoT Devices' Vendor and Type by DNS Traffic Analysis.
Proceedings of the Policy-Based Autonomic Data Governance [extended papers from the Second International Workshop on Policy-based Autonomic Data Governance, 2018

An Overview of A Load Balancer Architecture for VNF chains Horizontal Scaling.
Proceedings of the 14th International Conference on Network and Service Management, 2018

2017
Optimizing Resource Allocation for Virtualized Network Functions in a Cloud Center Using Genetic Algorithms.
IEEE Trans. Netw. Serv. Manag., 2017

Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS.
IEEE J. Sel. Areas Commun., 2017

How Better is Distributed SDN? An Analytical Approach.
CoRR, 2017

Data Modelling for the Evaluation of Virtualized Network Functions Resource Allocation Algorithms.
CoRR, 2017

SFP: Toward a scalable, efficient, stable protocol for federation of software defined networks.
Proceedings of the 2017 IEEE SmartWorld, 2017

Stateless Network Functions: Breaking the Tight Coupling of State and Processing.
Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

Multipath TCP traffic diversion attacks and countermeasures.
Proceedings of the 25th IEEE International Conference on Network Protocols, 2017

Fast transparent virtual machine migration in distributed edge clouds.
Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017

Online Learning-Assisted VNF Service Chain Scaling with Network Uncertainties.
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016
Scaling the Internet Routing System Through Distributed Route Aggregation.
IEEE/ACM Trans. Netw., 2016

Declarative Framework for Specification, Simulation and Analysis of Distributed Applications.
IEEE Trans. Knowl. Data Eng., 2016

Removing TCP congestion control on the last hop in split TCP environments.
Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016

CRONets: Cloud-Routed Overlay Networks.
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Phurti: Application and Network-Aware Flow Scheduling for Multi-tenant MapReduce Clusters.
Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016

Network Scheduling Aware Task Placement in Datacenters.
Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies, 2016

Understanding the Performance and Bottlenecks of Cloud-Routed Overlay Networks: A Case Study.
Proceedings of the 2016 ACM Workshop on Cloud-Assisted Networking, 2016

Online VNF Scaling in Datacenters.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015
Experiences Deploying a Transparent Split TCP Middlebox and the Implications for NFV.
Proceedings of the 2015 ACM SIGCOMM Workshop on Hot Topics in Middleboxes and Network Function Virtualization, 2015

Experimental results on the use of genetic algorithms for scaling virtualized network functions.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2015

Detecting distributed signature-based intrusion: The case of multi-path routing attacks.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Towards making network function virtualization a cloud computing service.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

2014
Interconnecting Routing Instances.
IEEE/ACM Trans. Netw., 2014

Distributed Route Aggregation on the Global Network.
Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, 2014

2013
A declarative approach to distributed computing: Specification, execution and analysis.
Theory Pract. Log. Program., 2013

Cross-path inference attacks on multipath TCP.
Proceedings of the Twelfth ACM Workshop on Hot Topics in Networks, 2013

2012
A fresh look at inter-domain route aggregation.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Byte Caching in Wireless Networks.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

Declarative Distributed Computing.
Proceedings of the Correct Reasoning, 2012

2011
On route aggregation.
Proceedings of the 2011 Conference on Emerging Networking Experiments and Technologies, 2011

2010
Theory and new primitives for safely connecting routing protocol instances.
Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

2009
Detecting network-wide and router-specific misconfigurations through data mining.
IEEE/ACM Trans. Netw., 2009

2008
Shedding light on the glue logic of the internet routing architecture.
Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

Instability free routing: beyond one protocol instance.
Proceedings of the 2008 ACM Conference on Emerging Network Experiment and Technology, 2008

2007
On guidelines for safe route redistributions.
Proceedings of the 2007 SIGCOMM Workshop on Internet Network Management, 2007

Understanding Route Redistribution.
Proceedings of the IEEE International Conference on Network Protocols, 2007

2006
Mobile IPv6 and Firewalls: Problem Statement.
RFC, May, 2006

Minerals: using data mining to detect router misconfigurations.
Proceedings of the 2nd Annual ACM Workshop on Mining Network Data, 2006

2002
A secure and efficient solution to the IPv6 address ownership problem.
Proceedings of The Fourth IEEE Conference on Mobile and Wireless Communications Networks, 2002


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