Franck Le

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 65

Top Topics

Countermeasures

Network Congestion

Overlay Network

Top Venues

IEEE/ACM Trans. Netw.

Publications

Yangfan Huang, Yuling Lin, Haizhou Du, Yijian Chen, Haohao Song, Linghe Kong, Qiao Xiang, Qiang Li, Franck Le, Jiwu Shu
Toward a Unified Framework for Verifying and Interpreting Learning-Based Networking Systems. IWQoS (2023)
Qiao Xiang, Chenyang Huang, Ridi Wen, Yuxin Wang, Xiwen Fan, Zaoxing Liu, Linghe Kong, Dennis Duan, Franck Le, Wei Sun
Beyond a Centralized Verifier: Scaling Data Plane Checking via Distributed, On-Device Verification. SIGCOMM (2023)
Qiao Xiang, Yuling Lin, Mingjun Fang, Bang Huang, Siyong Huang, Ridi Wen, Franck Le, Linghe Kong, Jiwu Shu
Toward Reproducing Network Research Results Using Large Language Models. CoRR (2023)
Qiao Xiang, Yuling Lin, Mingjun Fang, Bang Huang, Siyong Huang, Ridi Wen, Franck Le, Linghe Kong, Jiwu Shu
Toward Reproducing Network Research Results Using Large Language Models. HotNets (2023)
Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
Rethinking Data-driven Networking with Foundation Models: Challenges and Opportunities. CoRR (2022)
Qiao Xiang, Ridi Wen, Chenyang Huang, Jiwu Shu, Franck Le
Switch as a Verifier: Toward Scalable Data Plane Checking via Distributed, On-Device Verification. CoRR (2022)
Ning Luo, Qiao Xiang, Timos Antonopoulos, Ruzica Piskac, Y. Richard Yang, Franck Le
IVeri: Privacy-Preserving Interdomain Verification. CoRR (2022)
Qiao Xiang, Ridi Wen, Chenyang Huang, Yuxin Wang, Franck Le
Network can check itself: scaling data plane checking via distributed, on-device verification. HotNets (2022)
Franck Le, Davis Wertheimer, Seraphin B. Calo, Erich M. Nahum
NorBERT: NetwOrk Representations Through BERT for Network Analysis & Management. MASCOTS (2022)
Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
Rethinking data-driven networking with foundation models: challenges and opportunities. HotNets (2022)
Franck Le, Davis Wertheimer, Seraphin B. Calo, Erich M. Nahum
NorBERT: NetwOrk Representations through BERT for Network Analysis and Management. CoRR (2022)
Franck Le, Seraphin B. Calo, Dinesh C. Verma
Risks and Challenges of Training Classifiers for IoT. ICIOT (2021)
Shengzhong Liu, Franck Le, Supriyo Chakraborty, Tarek F. Abdelzaher
On Exploring Attention-based Explanation for Transformer Models in Text Classification. IEEE BigData (2021)
Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le
More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN. IEEE/ACM Trans. Netw. 29 (4) (2021)
Qiao Xiang, Franck Le, Jingxuan Zhang, Y. Richard Yang
Toward Stable Interdomain Network-Application Integration. NAI@SIGCOMM (2021)
Konstantinos Poularakis, Qiaofeng Qin, Franck Le, Sastry Kompella, Leandros Tassiulas
Generalizable and Interpretable Deep Learning for Network Congestion Prediction. ICNP (2021)
Qiao Xiang, Haitao Yu, James Aspnes, Franck Le, Chin Guok, Linghe Kong, Yang Richard Yang
Optimizing in the Dark: Learning Optimal Network Resource Reservation Through a Simple Request Interface. IEEE/ACM Trans. Netw. 29 (2) (2021)
Qiao Xiang, J. Jensen Zhang, Franck Le, Yang Richard Yang
Toward Programmable Interdomain Routing. ANRW (2020)
Shenshen Chen, Geng Li, Kerim Gokarslan, Bin Li, Qiao Xiang, Haitao Yu, Franck Le, Yang Richard Yang, Ying Zhang
Carbide: Highly Reliable Networks Through Real-Time Multiple Control Plane Composition. CoRR (2020)
Franck Le, Mudhakar Srivatsa
Deriving Interpretable Rules for IoT Discovery Through Attention. ICIOT (2020)
Xiaoyang Zhao, Chuan Wu, Franck Le
Improving Inter-domain Routing through Multi-agent Reinforcement Learning. INFOCOM Workshops (2020)
Ali Munir, Ting He, Ramya Raghavendra, Franck Le, Alex X. Liu
Network Scheduling and Compute Resource Aware Task Placement in Datacenters. IEEE/ACM Trans. Netw. 28 (6) (2020)
Qiao Xiang, Jingxuan Zhang, Kai Gao, Yeon-Sup Lim, Franck Le, Geng Li, Yang Richard Yang
Toward Optimal Software-Defined Interdomain Routing. INFOCOM (2020)
Franck Le, Erich M. Nahum
Experiences Implementing Live VM Migration over the WAN with Multi-Path TCP. INFOCOM (2019)
Geng Li, Yang Richard Yang, Franck Le, Yeon-Sup Lim, Junqi Wang
Update Algebra: Toward Continuous, Non-Blocking Composition of Network Updates in SDN. INFOCOM (2019)
Qiao Xiang, Jingxuan Jensen Zhang, Xin Tony Wang, Yang Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey Newman, Yang Richard Yang
Toward Fine-Grained, Privacy-Preserving, Efficient Multi-Domain Network Resource Discovery. IEEE J. Sel. Areas Commun. 37 (8) (2019)
Jingpu Duan, Xiaodong Yi, Junjie Wang, Chuan Wu, Franck Le
NetStar: A Future/Promise Framework for Asynchronous Network Functions. IEEE J. Sel. Areas Commun. 37 (3) (2019)
Seraphin B. Calo, Dinesh C. Verma, Maroun Touma, Franck Le, Douglas Freimuth, Erich M. Nahum
An AI Enabled System for Distributed System Characterization. ICCC (2019)
Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas
How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN. IEEE/ACM Trans. Netw. 27 (4) (2019)
Jorge Ortiz, Catherine H. Crawford, Franck Le
DeviceMien: network device behavior modeling for identifying unknown IoT devices. IoTDI (2019)
Geng Li, Akrit Mudvari, Kerim Gokarslan, Patrick Baker, Sastry Kompella, Franck Le, Kelvin M. Marcus, Jeremy Tucker, Yang Richard Yang, Paul L. Yu
Magnalium: Highly Reliable SDC Networks with Multiple Control Plane Composition. SMARTCOMP (2019)
Jingpu Duan, Xiaodong Yi, Shixiong Zhao, Chuan Wu, Heming Cui, Franck Le
NFVactor: A Resilient NFV System Using the Distributed Actor Model. IEEE J. Sel. Areas Commun. 37 (3) (2019)
Franck Le, Mudhakar Srivatsa, Krishna Kesari Reddy, Kaushik Roy
Using Graphical Models as Explanations in Deep Neural Networks. MASS (2019)
Qiao Xiang, Haitao Yu, James Aspnes, Franck Le, Linghe Kong, Yang Richard Yang
Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface. AAAI (2019)
João Reis, Miguel Rocha, Truong Khoa Phan, David Griffin, Franck Le, Miguel Rio
Deep Neural Networks for Network Routing. IJCNN (2019)
Franck Le, Enriquillo Valdez, Pau-Chen Cheng
Counting Devices: Revisiting Existing Approaches in Today's Settings. IEEE BigData (2019)
Qiao Xiang, J. Jensen Zhang, Xin Tony Wang, Y. Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey Newman, Yang Richard Yang
Fine-grained, multi-domain network resource abstraction as a fundamental primitive to enable high-performance, collaborative data sciences. SC (2018)
Jingpu Duan, Xiaodong Yi, Shixiong Zhao, Chuan Wu, Heming Cui, Franck Le
NFVactor: A Resilient NFV System using the Distributed Actor Model. CoRR (2018)
Qiao Xiang, Chin Guok, Franck Le, John MacAuley, Harvey Newman, Yang Richard Yang
SFP: Toward Interdomain Routing for SDN Networks. SIGCOMM Posters and Demos (2018)
Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo
An Overview of A Load Balancer Architecture for VNF chains Horizontal Scaling. CNSM (2018)
Qiao Xiang, Franck Le, Yeon-Sup Lim, Vinod K. Mishra, Christopher Williams, Yang Richard Yang, Hongwei Zhang
OpenSDC: A Novel, Generic Datapath for Software Defined Coalitions. MILCOM (2018)
Qiao Xiang, J. Jensen Zhang, Xin Tony Wang, Y. Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey Newman, Yang Richard Yang
Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences. SIGCOMM Posters and Demos (2018)
Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo
A Comprehensive Study on Load Balancers for VNF chains Horizontal Scaling. CoRR (2018)
Yongzheng Jia, Chuan Wu, Zongpeng Li, Franck Le, Alex X. Liu
Online Scaling of NFV Service Chains Across Geo-Distributed Datacenters. IEEE/ACM Trans. Netw. 26 (2) (2018)
Franck Le, Jorge Ortiz, Dinesh C. Verma, Dilip D. Kandlur
Policy-Based Identification of IoT Devices' Vendor and Type by DNS Traffic Analysis. PADG@ESORICS (2018)
Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo
Optimizing Resource Allocation for Virtualized Network Functions in a Cloud Center Using Genetic Algorithms. IEEE Trans. Netw. Serv. Manag. 14 (2) (2017)
Jingpu Duan, Chuan Wu, Franck Le, Alex X. Liu, Yanghua Peng
Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS. CoRR (2017)
Lucas Chaufournier, Prateek Sharma, Franck Le, Erich M. Nahum, Prashant J. Shenoy, Don Towsley
Fast transparent virtual machine migration in distributed edge clouds. SEC (2017)
Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas
How Better is Distributed SDN? An Analytical Approach. CoRR (2017)
Xiaoke Wang, Chuan Wu, Franck Le, Francis Chi-Moon Lau
Online Learning-Assisted VNF Service Chain Scaling with Network Uncertainties. CLOUD (2017)
Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo
Data Modelling for the Evaluation of Virtualized Network Functions Resource Allocation Algorithms. CoRR (2017)
Jingpu Duan, Chuan Wu, Franck Le, Alex X. Liu, Yanghua Peng
Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS. IEEE J. Sel. Areas Commun. 35 (11) (2017)
Franck Le, Christopher Leet, Christian Makaya, Miguel Rio, Xin Wang, Yang Richard Yang
SFP: Toward a scalable, efficient, stable protocol for federation of software defined networks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Murad Kablan, Azzam Alsudais, Eric Keller, Franck Le
Stateless Network Functions: Breaking the Tight Coupling of State and Processing. NSDI (2017)
Ali Munir, Zhiyun Qian, Zubair Shafiq, Alex X. Liu, Franck Le
Multipath TCP traffic diversion attacks and countermeasures. ICNP (2017)
Franck Le, Erich M. Nahum, Dilip D. Kandlur
Understanding the Performance and Bottlenecks of Cloud-Routed Overlay Networks: A Case Study. CAN@CoNEXT (2016)
João Luis Sobrinho, Laurent Vanbever, Franck Le, André Sousa, Jennifer Rexford
Scaling the Internet Routing System Through Distributed Route Aggregation. IEEE/ACM Trans. Netw. 24 (6) (2016)
Chris X. Cai, Franck Le, Xin Sun, Geoffrey G. Xie, Hani Jamjoom, Roy H. Campbell
CRONets: Cloud-Routed Overlay Networks. ICDCS (2016)
Xiaoke Wang, Chuan Wu, Franck Le, Alex X. Liu, Zongpeng Li, Francis Chi-Moon Lau
Online VNF Scaling in Datacenters. CoRR (2016)
Chris X. Cai, Shayan Saeed, Indranil Gupta, Roy H. Campbell, Franck Le
Phurti: Application and Network-Aware Flow Scheduling for Multi-tenant MapReduce Clusters. IC2E (2016)
Ali Munir, Ting He, Ramya Raghavendra, Franck Le, Alex X. Liu
Network Scheduling Aware Task Placement in Datacenters. CoNEXT (2016)
Yongzheng Jia, Chuan Wu, Zongpeng Li, Franck Le, Alex X. Liu
Online Scaling of NFV Service Chains across Geo-distributed Datacenters. CoRR (2016)
Xiaoke Wang, Chuan Wu, Franck Le, Alex X. Liu, Zongpeng Li, Francis Chi-Moon Lau
Online VNF Scaling in Datacenters. CLOUD (2016)
Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo
Declarative Framework for Specification, Simulation and Analysis of Distributed Applications. IEEE Trans. Knowl. Data Eng. 28 (6) (2016)
Franck Le, Starsky H. Y. Wong, Ramya Raghavendra, Vasileios Pappas, Erich M. Nahum
Removing TCP congestion control on the last hop in split TCP environments. WiOpt (2016)
Windhya Rankothge, Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo
Towards making network function virtualization a cloud computing service. IM (2015)
Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo
Experimental results on the use of genetic algorithms for scaling virtualized network functions. NFV-SDN (2015)
Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo
Detecting distributed signature-based intrusion: The case of multi-path routing attacks. INFOCOM (2015)
Franck Le, Erich M. Nahum, Vasilis Pappas, Maroun Touma, Dinesh C. Verma
Experiences Deploying a Transparent Split TCP Middlebox and the Implications for NFV. HotMiddlebox@SIGCOMM (2015)
João Luis Sobrinho, Laurent Vanbever, Franck Le, Jennifer Rexford
Distributed Route Aggregation on the Global Network. CoNEXT (2014)
Franck Le, João Luis Sobrinho
Interconnecting Routing Instances. IEEE/ACM Trans. Netw. 22 (2) (2014)
M. Zubair Shafiq, Franck Le, Mudhakar Srivatsa, Alex X. Liu
Cross-path inference attacks on multipath TCP. HotNets (2013)
Jiefei Ma, Franck Le, David Wood, Alessandra Russo, Jorge Lobo
A declarative approach to distributed computing: Specification, execution and analysis. Theory Pract. Log. Program. 13 (4-5) (2013)
João L. Sobrinho, Franck Le
A fresh look at inter-domain route aggregation. INFOCOM (2012)
Jorge Lobo, Jiefei Ma, Alessandra Russo, Franck Le
Declarative Distributed Computing. Correct Reasoning (2012)
Franck Le, Mudhakar Srivatsa, Arun Iyengar
Byte Caching in Wireless Networks. ICDCS (2012)
Franck Le, Geoffrey G. Xie, Hui Zhang
On route aggregation. CoNEXT (2011)
Franck Le, Geoffrey G. Xie, Hui Zhang
Theory and new primitives for safely connecting routing protocol instances. SIGCOMM (2010)
Franck Le, Sihyung Lee, Tina Wong, Hyong S. Kim, Darrell Newcomb
Detecting network-wide and router-specific misconfigurations through data mining. IEEE/ACM Trans. Netw. 17 (1) (2009)
Franck Le, Geoffrey G. Xie, Dan Pei, Jia Wang, Hui Zhang
Shedding light on the glue logic of the internet routing architecture. SIGCOMM (2008)
Franck Le, Geoffrey G. Xie, Hui Zhang
Instability free routing: beyond one protocol instance. CoNEXT (2008)
Franck Le, Geoffrey G. Xie
On guidelines for safe route redistributions. INM@SIGCOMM (2007)
Franck Le, Geoffrey G. Xie, Hui Zhang
Understanding Route Redistribution. ICNP (2007)
Franck Le, Sihyung Lee, Tina Wong, Hyong S. Kim, Darrell Newcomb
Minerals: using data mining to detect router misconfigurations. MineNet (2006)
Franck Le, Stefano M. Faccin, Basavaraj Patil, Hannes Tschofenig
Mobile IPv6 and Firewalls: Problem Statement. RFC 4487 (2006)
Stefano M. Faccin, Franck Le
A secure and efficient solution to the IPv6 address ownership problem. MWCN (2002)