Franck Le

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

Collaborative distances:

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

2023

Beyond a Centralized Verifier: Scaling Data Plane Checking via Distributed, On-Device Verification.

Qiao Xiang, Chenyang Huang, Ridi Wen, Yuxin Wang, Xiwen Fan, Zaoxing Liu, Linghe Kong, Dennis Duan, Franck Le, Wei Sun

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Toward a Unified Framework for Verifying and Interpreting Learning-Based Networking Systems.

Yangfan Huang, Yuling Lin, Haizhou Du, Yijian Chen, Haohao Song, Linghe Kong, Qiao Xiang, Qiang Li, Franck Le, Jiwu Shu

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Toward Reproducing Network Research Results Using Large Language Models.

Qiao Xiang, Yuling Lin, Mingjun Fang, Bang Huang, Siyong Huang, Ridi Wen, Franck Le, Linghe Kong, Jiwu Shu

Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023

2022

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

Franck Le, Davis Wertheimer, Seraphin B. Calo, Erich M. Nahum

CoRR, 2022

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

Qiao Xiang, Ridi Wen, Chenyang Huang, Jiwu Shu, Franck Le

CoRR, 2022

IVeri: Privacy-Preserving Interdomain Verification.

Ning Luo, Qiao Xiang, Timos Antonopoulos, Ruzica Piskac, Y. Richard Yang, Franck Le

CoRR, 2022

NorBERT: NetwOrk Representations Through BERT for Network Analysis & Management.

Franck Le, Davis Wertheimer, Seraphin B. Calo, Erich M. Nahum

Proceedings of the 30th International Symposium on Modeling, 2022

Network can check itself: scaling data plane checking via distributed, on-device verification.

Qiao Xiang, Ridi Wen, Chenyang Huang, Yuxin Wang, Franck Le

Proceedings of the 21st ACM Workshop on Hot Topics in Networks, 2022

Rethinking data-driven networking with foundation models: challenges and opportunities.

Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar

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.

Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le

IEEE/ACM Trans. Netw., 2021

Optimizing in the Dark: Learning Optimal Network Resource Reservation Through a Simple Request Interface.

Qiao Xiang, Haitao Yu, James Aspnes, Franck Le, Chin Guok, Linghe Kong, Yang Richard Yang

IEEE/ACM Trans. Netw., 2021

Toward Stable Interdomain Network-Application Integration.

Qiao Xiang, Franck Le, Jingxuan Zhang, Y. Richard Yang

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.

Konstantinos Poularakis, Qiaofeng Qin, Franck Le, Sastry Kompella, Leandros Tassiulas

Proceedings of the 29th IEEE International Conference on Network Protocols, 2021

Risks and Challenges of Training Classifiers for IoT.

Franck Le, Seraphin B. Calo, Dinesh C. Verma

Proceedings of the Internet of Things - ICIOT 2021, 2021

On Exploring Attention-based Explanation for Transformer Models in Text Classification.

Shengzhong Liu, Franck Le, Supriyo Chakraborty, Tarek F. Abdelzaher

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Network Scheduling and Compute Resource Aware Task Placement in Datacenters.

Ali Munir, Ting He, Ramya Raghavendra, Franck Le, Alex X. Liu

IEEE/ACM Trans. Netw., 2020

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

Shenshen Chen, Geng Li, Kerim Gokarslan, Bin Li, Qiao Xiang, Haitao Yu, Franck Le, Yang Richard Yang, Ying Zhang

CoRR, 2020

Toward Optimal Software-Defined Interdomain Routing.

Qiao Xiang, Jingxuan Zhang, Kai Gao, Yeon-Sup Lim, Franck Le, Geng Li, Yang Richard Yang

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Improving Inter-domain Routing through Multi-agent Reinforcement Learning.

Xiaoyang Zhao, Chuan Wu, Franck Le

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Deriving Interpretable Rules for IoT Discovery Through Attention.

Franck Le, Mudhakar Srivatsa

Proceedings of the Internet of Things - ICIOT 2020, 2020

Toward Programmable Interdomain Routing.

Qiao Xiang, J. Jensen Zhang, Franck Le, Yang Richard Yang

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.

Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas

IEEE/ACM Trans. Netw., 2019

Toward Fine-Grained, Privacy-Preserving, Efficient Multi-Domain Network Resource Discovery.

Qiao Xiang, Jingxuan Jensen Zhang, Xin Tony Wang, Yang Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang

IEEE J. Sel. Areas Commun., 2019

NFVactor: A Resilient NFV System Using the Distributed Actor Model.

Jingpu Duan, Xiaodong Yi, Shixiong Zhao, Chuan Wu, Heming Cui, Franck Le

IEEE J. Sel. Areas Commun., 2019

NetStar: A Future/Promise Framework for Asynchronous Network Functions.

Jingpu Duan, Xiaodong Yi, Junjie Wang, Chuan Wu, Franck Le

IEEE J. Sel. Areas Commun., 2019

Magnalium: Highly Reliable SDC Networks with Multiple Control Plane Composition.

Geng Li, Akrit Mudvari, Kerim Gokarslan, Patrick Baker, Sastry Kompella, Franck Le, Kelvin M. Marcus, Jeremy Tucker, Yang Richard Yang, Paul L. Yu

Proceedings of the IEEE International Conference on Smart Computing, 2019

Using Graphical Models as Explanations in Deep Neural Networks.

Franck Le, Mudhakar Srivatsa, Krishna Kesari Reddy, Kaushik Roy

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.

Jorge Ortiz, Catherine H. Crawford, Franck Le

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.

Geng Li, Yang Richard Yang, Franck Le, Yeon-Sup Lim, Junqi Wang

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Experiences Implementing Live VM Migration over the WAN with Multi-Path TCP.

Franck Le, Erich M. Nahum

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Deep Neural Networks for Network Routing.

João Reis, Miguel Rocha, Truong Khoa Phan, David Griffin, Franck Le, Miguel Rio

Proceedings of the International Joint Conference on Neural Networks, 2019

An AI Enabled System for Distributed System Characterization.

Seraphin B. Calo, Dinesh C. Verma, Maroun Touma, Franck Le, Douglas Freimuth, Erich M. Nahum

Proceedings of the 2019 IEEE International Conference on Cognitive Computing, 2019

Counting Devices: Revisiting Existing Approaches in Today's Settings.

Franck Le, Enriquillo Valdez, Pau-Chen Cheng

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.

Qiao Xiang, Haitao Yu, James Aspnes, Franck Le, Linghe Kong, Yang Richard Yang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Online Scaling of NFV Service Chains Across Geo-Distributed Datacenters.

Yongzheng Jia, Chuan Wu, Zongpeng Li, Franck Le, Alex X. Liu

IEEE/ACM Trans. Netw., 2018

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

Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo

CoRR, 2018

SFP: Toward Interdomain Routing for SDN Networks.

Qiao Xiang, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang

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.

Qiao Xiang, J. Jensen Zhang, Xin Tony Wang, Y. Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang

Proceedings of the International Conference for High Performance Computing, 2018

OpenSDC: A Novel, Generic Datapath for Software Defined Coalitions.

Qiao Xiang, Franck Le, Yeon-Sup Lim, Vinod K. Mishra, Christopher Williams, Yang Richard Yang, Hongwei Zhang

Proceedings of the 2018 IEEE Military Communications Conference, 2018

Policy-Based Identification of IoT Devices' Vendor and Type by DNS Traffic Analysis.

Franck Le, Jorge Ortiz, Dinesh C. Verma, Dilip D. Kandlur

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.

Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo

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.

Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo

IEEE Trans. Netw. Serv. Manag., 2017

Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS.

Jingpu Duan, Chuan Wu, Franck Le, Alex X. Liu, Yanghua Peng

IEEE J. Sel. Areas Commun., 2017

How Better is Distributed SDN? An Analytical Approach.

Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas

CoRR, 2017

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

Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo

CoRR, 2017

SFP: Toward a scalable, efficient, stable protocol for federation of software defined networks.

Franck Le, Christopher Leet, Christian Makaya, Miguel Rio, Xin Wang, Yang Richard Yang

Proceedings of the 2017 IEEE SmartWorld, 2017

Stateless Network Functions: Breaking the Tight Coupling of State and Processing.

Murad Kablan, Azzam Alsudais, Eric Keller, Franck Le

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

Multipath TCP traffic diversion attacks and countermeasures.

Ali Munir, Zhiyun Qian, Zubair Shafiq, Alex X. Liu, Franck Le

Proceedings of the 25th IEEE International Conference on Network Protocols, 2017

Fast transparent virtual machine migration in distributed edge clouds.

Lucas Chaufournier, Prateek Sharma, Franck Le, Erich M. Nahum, Prashant J. Shenoy, Don Towsley

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.

Xiaoke Wang, Chuan Wu, Franck Le, Francis Chi-Moon Lau

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016

Scaling the Internet Routing System Through Distributed Route Aggregation.

João Luis Sobrinho, Laurent Vanbever, Franck Le, André Sousa, Jennifer Rexford

IEEE/ACM Trans. Netw., 2016

Declarative Framework for Specification, Simulation and Analysis of Distributed Applications.

Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo

IEEE Trans. Knowl. Data Eng., 2016

Removing TCP congestion control on the last hop in split TCP environments.

Franck Le, Starsky H. Y. Wong, Ramya Raghavendra, Vasileios Pappas, Erich M. Nahum

Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016

CRONets: Cloud-Routed Overlay Networks.

Chris X. Cai, Franck Le, Xin Sun, Geoffrey G. Xie, Hani Jamjoom, Roy H. Campbell

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Phurti: Application and Network-Aware Flow Scheduling for Multi-tenant MapReduce Clusters.

Chris X. Cai, Shayan Saeed, Indranil Gupta, Roy H. Campbell, Franck Le

Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016

Network Scheduling Aware Task Placement in Datacenters.

Ali Munir, Ting He, Ramya Raghavendra, Franck Le, Alex X. Liu

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.

Franck Le, Erich M. Nahum, Dilip D. Kandlur

Proceedings of the 2016 ACM Workshop on Cloud-Assisted Networking, 2016

Online VNF Scaling in Datacenters.

Xiaoke Wang, Chuan Wu, Franck Le, Alex X. Liu, Zongpeng Li, Francis Chi-Moon Lau

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015

Experiences Deploying a Transparent Split TCP Middlebox and the Implications for NFV.

Franck Le, Erich M. Nahum, Vasilis Pappas, Maroun Touma, Dinesh C. Verma

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.

Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo

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.

Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Towards making network function virtualization a cloud computing service.

Windhya Rankothge, Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

2014

Interconnecting Routing Instances.

Franck Le, João Luis Sobrinho

IEEE/ACM Trans. Netw., 2014

Distributed Route Aggregation on the Global Network.

João Luis Sobrinho, Laurent Vanbever, Franck Le, Jennifer Rexford

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.

Jiefei Ma, Franck Le, David Wood, Alessandra Russo, Jorge Lobo

Theory Pract. Log. Program., 2013

Cross-path inference attacks on multipath TCP.

M. Zubair Shafiq, Franck Le, Mudhakar Srivatsa, Alex X. Liu

Proceedings of the Twelfth ACM Workshop on Hot Topics in Networks, 2013

2012

A fresh look at inter-domain route aggregation.

João L. Sobrinho, Franck Le

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Byte Caching in Wireless Networks.

Franck Le, Mudhakar Srivatsa, Arun Iyengar

Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

Declarative Distributed Computing.

Jorge Lobo, Jiefei Ma, Alessandra Russo, Franck Le

Proceedings of the Correct Reasoning, 2012

2011

On route aggregation.

Franck Le, Geoffrey G. Xie, Hui Zhang

Proceedings of the 2011 Conference on Emerging Networking Experiments and Technologies, 2011

2010

Theory and new primitives for safely connecting routing protocol instances.

Franck Le, Geoffrey G. Xie, Hui Zhang

Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

2009

Detecting network-wide and router-specific misconfigurations through data mining.

Franck Le, Sihyung Lee, Tina Wong, Hyong S. Kim, Darrell Newcomb

IEEE/ACM Trans. Netw., 2009

2008

Shedding light on the glue logic of the internet routing architecture.

Franck Le, Geoffrey G. Xie, Dan Pei, Jia Wang, Hui Zhang

Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

Instability free routing: beyond one protocol instance.

Franck Le, Geoffrey G. Xie, Hui Zhang

Proceedings of the 2008 ACM Conference on Emerging Network Experiment and Technology, 2008

2007

On guidelines for safe route redistributions.

Franck Le, Geoffrey G. Xie

Proceedings of the 2007 SIGCOMM Workshop on Internet Network Management, 2007

Understanding Route Redistribution.

Franck Le, Geoffrey G. Xie, Hui Zhang

Proceedings of the IEEE International Conference on Network Protocols, 2007

2006

Mobile IPv6 and Firewalls: Problem Statement.

Franck Le, Stefano M. Faccin, Basavaraj Patil, Hannes Tschofenig

RFC, May, 2006

Minerals: using data mining to detect router misconfigurations.

Franck Le, Sihyung Lee, Tina Wong, Hyong S. Kim, Darrell Newcomb

Proceedings of the 2nd Annual ACM Workshop on Mining Network Data, 2006

2002

A secure and efficient solution to the IPv6 address ownership problem.

Stefano M. Faccin, Franck Le

Proceedings of The Fourth IEEE Conference on Mobile and Wireless Communications Networks, 2002