Franck Le

89 papers A* 9A 7B 14C 1Misc 6Journal 32Unranked 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
Can Graphs Improve Tabular Foundation Models?
CoRR
Franck Le, Keith Grueneberg, Erich M. Nahum, Vadim Sheinin
2025 J jnl
Robust Tabular Foundation Models.
CoRR
Matthew Peroni, Franck Le, Vadim Sheinin
2025 J jnl
Toward Verifying and Interpreting Learning-Based Networking Systems With SMT.
IEEE Trans. Netw.
Haohao Song, Yuling Lin, Yangfan Huang, Haizhou Du, Qiao Xiang, Yijian Chen, Linghe Kong, Qiang Li, Franck Le, Jiwu Shu
2023 A* conf
Beyond a Centralized Verifier: Scaling Data Plane Checking via Distributed, On-Device Verification.
SIGCOMM
Qiao Xiang, Chenyang Huang, Ridi Wen, Yuxin Wang, Xiwen Fan, Zaoxing Liu, Linghe Kong, Dennis Duan, Franck Le, Wei Sun
2023 Misc conf
Toward Reproducing Network Research Results Using Large Language Models.
HotNets
Qiao Xiang, Yuling Lin, Mingjun Fang, Bang Huang, Siyong Huang, Ridi Wen, Franck Le, Linghe Kong, Jiwu Shu
2023 J jnl
Toward Reproducing Network Research Results Using Large Language Models.
CoRR
Qiao Xiang, Yuling Lin, Mingjun Fang, Bang Huang, Siyong Huang, Ridi Wen, Franck Le, Linghe Kong, Jiwu Shu
2023 B conf
Toward a Unified Framework for Verifying and Interpreting Learning-Based Networking Systems.
IWQoS
Yangfan Huang, Yuling Lin, Haizhou Du, Yijian Chen, Haohao Song, Linghe Kong, Qiao Xiang, Qiang Li, Franck Le, Jiwu Shu
2022 J jnl
IVeri: Privacy-Preserving Interdomain Verification.
CoRR
Ning Luo, Qiao Xiang, Timos Antonopoulos, Ruzica Piskac, Y. Richard Yang, Franck Le
2022 Misc conf
Network can check itself: scaling data plane checking via distributed, on-device verification.
HotNets
Qiao Xiang, Ridi Wen, Chenyang Huang, Yuxin Wang, Franck Le
2022 B conf
NorBERT: NetwOrk Representations Through BERT for Network Analysis & Management.
MASCOTS
Franck Le, Davis Wertheimer, Seraphin B. Calo, Erich M. Nahum
2022 J jnl
NorBERT: NetwOrk Representations through BERT for Network Analysis and Management.
CoRR
Franck Le, Davis Wertheimer, Seraphin B. Calo, Erich M. Nahum
2022 J jnl
Rethinking Data-driven Networking with Foundation Models: Challenges and Opportunities.
CoRR
Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
2022 Misc conf
Rethinking data-driven networking with foundation models: challenges and opportunities.
HotNets
Franck Le, Mudhakar Srivatsa, Raghu K. Ganti, Vyas Sekar
2022 J jnl
Switch as a Verifier: Toward Scalable Data Plane Checking via Distributed, On-Device Verification.
CoRR
Qiao Xiang, Ridi Wen, Chenyang Huang, Jiwu Shu, Franck Le
2021 B conf
Generalizable and Interpretable Deep Learning for Network Congestion Prediction.
ICNP
Konstantinos Poularakis, Qiaofeng Qin, Franck Le, Sastry Kompella, Leandros Tassiulas
2021 J jnl
More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN.
IEEE/ACM Trans. Netw.
Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le
2021 — conf
On Exploring Attention-based Explanation for Transformer Models in Text Classification.
IEEE BigData
Shengzhong Liu, Franck Le, Supriyo Chakraborty, Tarek F. Abdelzaher
2021 J jnl
Optimizing in the Dark: Learning Optimal Network Resource Reservation Through a Simple Request Interface.
IEEE/ACM Trans. Netw.
Qiao Xiang, Haitao Yu, James Aspnes, Franck Le, Chin Guok, Linghe Kong, Yang Richard Yang
2021 — conf
Risks and Challenges of Training Classifiers for IoT.
ICIOT
Franck Le, Seraphin B. Calo, Dinesh C. Verma
2021 — conf
Toward Stable Interdomain Network-Application Integration.
NAI@SIGCOMM
Qiao Xiang, Franck Le, Jingxuan Zhang, Y. Richard Yang
2020 J jnl
Carbide: Highly Reliable Networks Through Real-Time Multiple Control Plane Composition.
CoRR
Shenshen Chen, Geng Li, Kerim Gokarslan, Bin Li, Qiao Xiang, Haitao Yu, Franck Le, Yang Richard Yang, Ying Zhang
2020 — conf
Deriving Interpretable Rules for IoT Discovery Through Attention.
ICIOT
Franck Le, Mudhakar Srivatsa
2020 — conf
Improving Inter-domain Routing through Multi-agent Reinforcement Learning.
INFOCOM Workshops
Xiaoyang Zhao, Chuan Wu, Franck Le
2020 J jnl
Network Scheduling and Compute Resource Aware Task Placement in Datacenters.
IEEE/ACM Trans. Netw.
Ali Munir, Ting He, Ramya Raghavendra, Franck Le, Alex X. Liu
2020 A* conf
Toward Optimal Software-Defined Interdomain Routing.
INFOCOM
Qiao Xiang, Jingxuan Zhang, Kai Gao, Yeon-Sup Lim, Franck Le, Geng Li, Yang Richard Yang
2020 — conf
Toward Programmable Interdomain Routing.
ANRW
Qiao Xiang, J. Jensen Zhang, Franck Le, Yang Richard Yang
2019 C conf
An AI Enabled System for Distributed System Characterization.
ICCC
Seraphin B. Calo, Dinesh C. Verma, Maroun Touma, Franck Le, Douglas Freimuth, Erich M. Nahum
2019 — conf
Counting Devices: Revisiting Existing Approaches in Today's Settings.
IEEE BigData
Franck Le, Enriquillo Valdez, Pau-Chen Cheng
2019 B conf
Deep Neural Networks for Network Routing.
IJCNN
João Reis, Miguel Rocha, Truong Khoa Phan, David Griffin, Franck Le, Miguel Rio
2019 — conf
DeviceMien: network device behavior modeling for identifying unknown IoT devices.
IoTDI
Jorge Ortiz, Catherine H. Crawford, Franck Le
2019 A* conf
Experiences Implementing Live VM Migration over the WAN with Multi-Path TCP.
INFOCOM
Franck Le, Erich M. Nahum
2019 J jnl
How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN.
IEEE/ACM Trans. Netw.
Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas
2019 B conf
Magnalium: Highly Reliable SDC Networks with Multiple Control Plane Composition.
SMARTCOMP
Geng Li, Akrit Mudvari, Kerim Gokarslan, Patrick Baker, Sastry Kompella, Franck Le, Kelvin M. Marcus, Jeremy Tucker, Yang Richard Yang, Paul L. Yu
2019 J jnl
NFVactor: A Resilient NFV System Using the Distributed Actor Model.
IEEE J. Sel. Areas Commun.
Jingpu Duan, Xiaodong Yi, Shixiong Zhao, Chuan Wu, Heming Cui, Franck Le
2019 J jnl
NetStar: A Future/Promise Framework for Asynchronous Network Functions.
IEEE J. Sel. Areas Commun.
Jingpu Duan, Xiaodong Yi, Junjie Wang, Chuan Wu, Franck Le
2019 A* conf
Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface.
AAAI
Qiao Xiang, Haitao Yu, James Aspnes, Franck Le, Linghe Kong, Yang Richard Yang
2019 J jnl
Toward Fine-Grained, Privacy-Preserving, Efficient Multi-Domain Network Resource Discovery.
IEEE J. Sel. Areas Commun.
Qiao Xiang, Jingxuan Jensen Zhang, Xin Tony Wang, Yang Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang
2019 A* conf
Update Algebra: Toward Continuous, Non-Blocking Composition of Network Updates in SDN.
INFOCOM
Geng Li, Yang Richard Yang, Franck Le, Yeon-Sup Lim, Junqi Wang
2019 B conf
Using Graphical Models as Explanations in Deep Neural Networks.
MASS
Franck Le, Mudhakar Srivatsa, Krishna Kesari Reddy, Kaushik Roy
2018 J jnl
A Comprehensive Study on Load Balancers for VNF chains Horizontal Scaling.
CoRR
Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo
2018 B conf
An Overview of A Load Balancer Architecture for VNF chains Horizontal Scaling.
CNSM
Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo
2018 — conf
Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences.
SIGCOMM Posters and Demos
Qiao Xiang, J. Jensen Zhang, Xin Tony Wang, Y. Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang
2018 A conf
Fine-grained, multi-domain network resource abstraction as a fundamental primitive to enable high-performance, collaborative data sciences.
SC
Qiao Xiang, J. Jensen Zhang, Xin Tony Wang, Y. Jace Liu, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang
2018 J jnl
NFVactor: A Resilient NFV System using the Distributed Actor Model.
CoRR
Jingpu Duan, Xiaodong Yi, Shixiong Zhao, Chuan Wu, Heming Cui, Franck Le
2018 J jnl
Online Scaling of NFV Service Chains Across Geo-Distributed Datacenters.
IEEE/ACM Trans. Netw.
Yongzheng Jia, Chuan Wu, Zongpeng Li, Franck Le, Alex X. Liu
2018 — conf
OpenSDC: A Novel, Generic Datapath for Software Defined Coalitions.
MILCOM
Qiao Xiang, Franck Le, Yeon-Sup Lim, Vinod K. Mishra, Christopher Williams, Yang Richard Yang, Hongwei Zhang
2018 — conf
Policy-Based Identification of IoT Devices' Vendor and Type by DNS Traffic Analysis.
PADG@ESORICS
Franck Le, Jorge Ortiz, Dinesh C. Verma, Dilip D. Kandlur
2018 — conf
SFP: Toward Interdomain Routing for SDN Networks.
SIGCOMM Posters and Demos
Qiao Xiang, Chin Guok, Franck Le, John MacAuley, Harvey B. Newman, Yang Richard Yang
2017 J jnl
Data Modelling for the Evaluation of Virtualized Network Functions Resource Allocation Algorithms.
CoRR
Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo
2017 J jnl
Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS.
CoRR
Jingpu Duan, Chuan Wu, Franck Le, Alex X. Liu, Yanghua Peng
2017 J jnl
Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS.
IEEE J. Sel. Areas Commun.
Jingpu Duan, Chuan Wu, Franck Le, Alex X. Liu, Yanghua Peng
2017 Misc conf
Fast transparent virtual machine migration in distributed edge clouds.
SEC
Lucas Chaufournier, Prateek Sharma, Franck Le, Erich M. Nahum, Prashant J. Shenoy, Don Towsley
2017 J jnl
How Better is Distributed SDN? An Analytical Approach.
CoRR
Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas
2017 B conf
Multipath TCP traffic diversion attacks and countermeasures.
ICNP
Ali Munir, Zhiyun Qian, Zubair Shafiq, Alex X. Liu, Franck Le
2017 B conf
Online Learning-Assisted VNF Service Chain Scaling with Network Uncertainties.
CLOUD
Xiaoke Wang, Chuan Wu, Franck Le, Francis Chi-Moon Lau
2017 J jnl
Optimizing Resource Allocation for Virtualized Network Functions in a Cloud Center Using Genetic Algorithms.
IEEE Trans. Netw. Serv. Manag.
Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo
2017 — conf
SFP: Toward a scalable, efficient, stable protocol for federation of software defined networks.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Franck Le, Christopher Leet, Christian Makaya, Miguel Rio, Xin Wang, Yang Richard Yang
2017 Misc conf
Stateless Network Functions: Breaking the Tight Coupling of State and Processing.
NSDI
Murad Kablan, Azzam Alsudais, Eric Keller, Franck Le
2016 A conf
CRONets: Cloud-Routed Overlay Networks.
ICDCS
Chris X. Cai, Franck Le, Xin Sun, Geoffrey G. Xie, Hani Jamjoom, Roy H. Campbell
2016 J jnl
Declarative Framework for Specification, Simulation and Analysis of Distributed Applications.
IEEE Trans. Knowl. Data Eng.
Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo
2016 A conf
Network Scheduling Aware Task Placement in Datacenters.
CoNEXT
Ali Munir, Ting He, Ramya Raghavendra, Franck Le, Alex X. Liu
2016 J jnl
Online Scaling of NFV Service Chains across Geo-distributed Datacenters.
CoRR
Yongzheng Jia, Chuan Wu, Zongpeng Li, Franck Le, Alex X. Liu
2016 B conf
Online VNF Scaling in Datacenters.
CLOUD
Xiaoke Wang, Chuan Wu, Franck Le, Alex X. Liu, Zongpeng Li, Francis Chi-Moon Lau
2016 J jnl
Online VNF Scaling in Datacenters.
CoRR
Xiaoke Wang, Chuan Wu, Franck Le, Alex X. Liu, Zongpeng Li, Francis Chi-Moon Lau
2016 B conf
Phurti: Application and Network-Aware Flow Scheduling for Multi-tenant MapReduce Clusters.
IC2E
Chris X. Cai, Shayan Saeed, Indranil Gupta, Roy H. Campbell, Franck Le
2016 B conf
Removing TCP congestion control on the last hop in split TCP environments.
WiOpt
Franck Le, Starsky H. Y. Wong, Ramya Raghavendra, Vasileios Pappas, Erich M. Nahum
2016 J jnl
Scaling the Internet Routing System Through Distributed Route Aggregation.
IEEE/ACM Trans. Netw.
João Luis Sobrinho, Laurent Vanbever, Franck Le, André Sousa, Jennifer Rexford
2016 — conf
Understanding the Performance and Bottlenecks of Cloud-Routed Overlay Networks: A Case Study.
CAN@CoNEXT
Franck Le, Erich M. Nahum, Dilip D. Kandlur
2015 A* conf
Detecting distributed signature-based intrusion: The case of multi-path routing attacks.
INFOCOM
Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo
2015 — conf
Experiences Deploying a Transparent Split TCP Middlebox and the Implications for NFV.
HotMiddlebox@SIGCOMM
Franck Le, Erich M. Nahum, Vasilis Pappas, Maroun Touma, Dinesh C. Verma
2015 — conf
Experimental results on the use of genetic algorithms for scaling virtualized network functions.
NFV-SDN
Windhya Rankothge, Franck Le, Alessandra Russo, Jorge Lobo
2015 B conf
Towards making network function virtualization a cloud computing service.
IM
Windhya Rankothge, Jiefei Ma, Franck Le, Alessandra Russo, Jorge Lobo
2014 A conf
Distributed Route Aggregation on the Global Network.
CoNEXT
João Luis Sobrinho, Laurent Vanbever, Franck Le, Jennifer Rexford
2014 J jnl
Interconnecting Routing Instances.
IEEE/ACM Trans. Netw.
Franck Le, João Luis Sobrinho
2013 J jnl
A declarative approach to distributed computing: Specification, execution and analysis.
Theory Pract. Log. Program.
Jiefei Ma, Franck Le, David Wood, Alessandra Russo, Jorge Lobo
2013 Misc conf
Cross-path inference attacks on multipath TCP.
HotNets
M. Zubair Shafiq, Franck Le, Mudhakar Srivatsa, Alex X. Liu
2012 A* conf
A fresh look at inter-domain route aggregation.
INFOCOM
João L. Sobrinho, Franck Le
2012 A conf
Byte Caching in Wireless Networks.
ICDCS
Franck Le, Mudhakar Srivatsa, Arun Iyengar
2012 — conf
Declarative Distributed Computing.
Correct Reasoning
Jorge Lobo, Jiefei Ma, Alessandra Russo, Franck Le
2011 A conf
On route aggregation.
CoNEXT
Franck Le, Geoffrey G. Xie, Hui Zhang
2010 A* conf
Theory and new primitives for safely connecting routing protocol instances.
SIGCOMM
Franck Le, Geoffrey G. Xie, Hui Zhang
2009 J jnl
Detecting network-wide and router-specific misconfigurations through data mining.
IEEE/ACM Trans. Netw.
Franck Le, Sihyung Lee, Tina Wong, Hyong S. Kim, Darrell Newcomb
2008 A conf
Instability free routing: beyond one protocol instance.
CoNEXT
Franck Le, Geoffrey G. Xie, Hui Zhang
2008 A* conf
Shedding light on the glue logic of the internet routing architecture.
SIGCOMM
Franck Le, Geoffrey G. Xie, Dan Pei, Jia Wang, Hui Zhang
2007 — conf
On guidelines for safe route redistributions.
INM@SIGCOMM
Franck Le, Geoffrey G. Xie
2007 B conf
Understanding Route Redistribution.
ICNP
Franck Le, Geoffrey G. Xie, Hui Zhang
2006 — conf
Minerals: using data mining to detect router misconfigurations.
MineNet
Franck Le, Sihyung Lee, Tina Wong, Hyong S. Kim, Darrell Newcomb
2006 J jnl
Mobile IPv6 and Firewalls: Problem Statement.
RFC
Franck Le, Stefano M. Faccin, Basavaraj Patil, Hannes Tschofenig
2002 — conf
A secure and efficient solution to the IPv6 address ownership problem.
MWCN
Stefano M. Faccin, Franck Le