Dan Li

Orcid: 0000-0002-7581-8865

Affiliations:
  • Tsinghua University, Department of Computer Science and Technology, Beijing, China
  • Microsoft Research Asia, Beijing, China (2008 - 2010)
  • Tsinghua University, Beijing, China (PhD 2007)


According to our database1, Dan Li authored at least 104 papers between 2005 and 2023.

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Bibliography

2023
Dependable Virtualized Fabric on Programmable Data Plane.
IEEE/ACM Trans. Netw., August, 2023

Buffer-Based High-Coverage and Low-Overhead Request Event Monitoring in the Cloud.
IEEE/ACM Trans. Netw., August, 2023

Light: A Compatible, high-performance and scalable user-level network stack.
Comput. Networks, June, 2023

Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review.
IEEE Internet Things J., February, 2023

DIT and Beyond: Interdomain Routing With Intradomain Awareness for IIoT.
IEEE Internet Things J., 2023

An Empirical Study of NetOps Capability of Pre-Trained Large Language Models.
CoRR, 2023

Poster: Q-Scanner: A Fast Scanning Tool for Large-Scale SSL/TLS Configurations Measurement.
Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Seeing the Invisible: Auditing eBPF Programs in Hypervisor with HyperBee.
Proceedings of the 1st Workshop on eBPF and Kernel Extensions, 2023

DONS: Fast and Affordable Discrete Event Network Simulation with Automatic Parallelization.
Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Demo: NetVision: Efficient Visualization Front-End for Packet-level Discrete-Event Network Simulation.
Proceedings of the ACM SIGCOMM 2023 Conference, 2023

BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

sRDMA: A General and Low-Overhead Scheduler for RDMA.
Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023

2022
Impact of Synchronization Topology on DML Performance: Both Logical Topology and Physical Topology.
IEEE/ACM Trans. Netw., 2022

Predictable vFabric on informative data plane.
Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

Elixir: A High-performance and Low-cost Approach to Managing Hardware/Software Hybrid Flow Tables Considering Flow Burstiness.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

Buffer-based End-to-end Request Event Monitoring in the Cloud.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

EndGraph: An Efficient Distributed Graph Preprocessing System.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Bandwidth-efficient Microburst Measurement in Large-scale Datacenter Networks.
Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2021
Accelerating End-to-End Deep Learning Workflow With Codesign of Data Preprocessing and Scheduling.
IEEE Trans. Parallel Distributed Syst., 2021

Reward-Based 1-bit Compressed Federated Distillation on Blockchain.
CoRR, 2021

Analyzing Open-Source Serverless Platforms: Characteristics and Performance.
CoRR, 2021

High Performance and Scalable NAT System on Commodity Platforms.
CoRR, 2021

Sphinx: A transport protocol for high-speed and lossy mobile networks.
Comput. Networks, 2021

Analyzing Open-Source Serverless Platforms: Characteristics and Performance (S).
Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

FastKeeper: A Fast Algorithm for Identifying Top-k Real-time Large Flows.
Proceedings of the IEEE Global Communications Conference, 2021

Fast and Robust Online Traffic Classification Supporting Unseen Applications.
Proceedings of the IEEE Global Communications Conference, 2021

Mu: An Efficient, Fair and Responsive Serverless Framework for Resource-Constrained Edge Clouds.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

2020
A Scalable, High-Performance, and Fault-Tolerant Network Architecture for Distributed Machine Learning.
IEEE/ACM Trans. Netw., 2020

Improving Positive Unlabeled Learning: Practical AUL Estimation and New Training Method for Extremely Imbalanced Data Sets.
CoRR, 2020

Managing Multicast Membership for Software Defined Data Center Network.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Incorporating Intra-flow Dependencies and Inter-flow Correlations for Traffic Matrix Prediction.
Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Geryon: Accelerating Distributed CNN Training by Network-Level Flow Scheduling.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Predicting Traffic Demand Matrix by Considering Inter-flow Correlations.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Fela: Incorporating Flexible Parallelism and Elastic Tuning to Accelerate Large-Scale DML.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

CEFS: compute-efficient flow scheduling for iterative synchronous applications.
Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

2019
Metro: An Efficient Traffic Fast Rerouting Scheme With Low Overhead.
IEEE/ACM Trans. Netw., 2019

Bridging machine learning and computer network research: a survey.
CCF Trans. Netw., 2019

Understanding Open Source Serverless Platforms: Design Considerations and Performance.
Proceedings of the 5th International Workshop on Serverless Computing, 2019

Sphinx: A Transport Protocol for High-Speed and Lossy Mobile Networks.
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

Impact of Network Topology on the Performance of DML: Theoretical Analysis and Practical Factors.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

DLBooster: Boosting End-to-End Deep Learning Workflows with Offloading Data Preprocessing Pipelines.
Proceedings of the 48th International Conference on Parallel Processing, 2019

Rima: An RDMA-Accelerated Model-Parallelized Solution to Large-Scale Matrix Factorization.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

ElasticPipe: An Efficient and Dynamic Model-Parallel Solution to DNN Training.
Proceedings of the 10th Workshop on Scientific Cloud Computing, 2019

Horizontal or Vertical?: A Hybrid Approach to Large-Scale Distributed Machine Learning.
Proceedings of the 10th Workshop on Scientific Cloud Computing, 2019

Accelerating Distributed Machine Learning by Smart Parameter Server.
Proceedings of the 3rd Asia-Pacific Workshop on Networking, 2019

2018
Dependency-Aware Data Locality for MapReduce.
IEEE Trans. Cloud Comput., 2018

SVDC: A Highly Scalable Isolation Architecture for Virtualized Layer-2 Data Center Networks.
IEEE Trans. Cloud Comput., 2018

Towards full virtualization of SDN infrastructure.
Comput. Networks, 2018

HiPS: Hierarchical Parameter Synchronization in Large-Scale Distributed Machine Learning.
Proceedings of the 2018 Workshop on Network Meets AI & ML, 2018

BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Dante: Enabling FOV-Aware Adaptive FEC Coding for 360-Degree Video Streaming.
Proceedings of the 2nd Asia-Pacific Workshop on Networking, 2018

2017
𝔽<sup>2</sup> Tree: Rapid Failure Recovery for Routing in Production Data Center Networks.
IEEE/ACM Trans. Netw., 2017

Quick NAT: High performance NAT system on commodity platforms.
Proceedings of the 2017 IEEE International Symposium on Local and Metropolitan Area Networks, 2017

Survivable and bandwidth-guaranteed embedding of virtual clusters in cloud data centers.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

LOS: A High Performance and Compatible User-level Network Operating System.
Proceedings of the First Asia-Pacific Workshop on Networking, 2017

2016
DCloud: Deadline-Aware Resource Allocation for Cloud Computing Jobs.
IEEE Trans. Parallel Distributed Syst., 2016

CCDN: Content-Centric Data Center Networks.
IEEE/ACM Trans. Netw., 2016

PALS: Saving Network Power With Low Overhead to ISPs and Applications.
IEEE/ACM Trans. Netw., 2016

The road towards future Internet.
J. Commun. Inf. Networks, 2016

Survivable and Bandwidth-Guaranteed Embedding of Virtual Clusters in Cloud Data Centers (Extended Version).
CoRR, 2016

DVMP: Incremental traffic-aware VM placement on heterogeneous servers in data centers.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

2015
Willow: Saving Data Center Network Energy for Network-Limited Flows.
IEEE Trans. Parallel Distributed Syst., 2015

Guaranteeing Heterogeneous Bandwidth Demand in Multitenant Data Center Networks.
IEEE/ACM Trans. Netw., 2015

On the Network Power Effectiveness of Data Center Architectures.
IEEE Trans. Computers, 2015

Bandwidth guaranteed virtual network function placement and scaling in datacenter networks.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

MIFO: Multi-path Interdomain Forwarding.
Proceedings of the 44th International Conference on Parallel Processing, 2015

TAPS: Software Defined Task-Level Deadline-Aware Preemptive Flow Scheduling in Data Centers.
Proceedings of the 44th International Conference on Parallel Processing, 2015

SVirt: A Substrate-agnostic SDN Virtualization Architecture for Multi-tenant Cloud.
Proceedings of the 23rd IEEE International Conference on Network Protocols, 2015

Rewiring 2 Links Is Enough: Accelerating Failure Recovery in Production Data Center Networks.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

2014
Revisiting the Design of Mega Data Centers: Considering Heterogeneity Among Containers.
IEEE/ACM Trans. Netw., 2014

Reliable Multicast in Data Center Networks.
IEEE Trans. Computers, 2014

SODA: Enhancing the Data Plane Functionality of Software Defined Networking.
Proceedings of the Open Networking Summit 2014 - Research Track, 2014

TED: Inter-domain traffic engineering via deflection.
Proceedings of the IEEE 22nd International Symposium of Quality of Service, 2014

CDRDN: Content Driven Routing in Datacenter Network.
Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

2013
IP-Geolocation Mapping for Moderately Connected Internet Regions.
IEEE Trans. Parallel Distributed Syst., 2013

Dynamic Scheduling for Wireless Data Center Networks.
IEEE Trans. Parallel Distributed Syst., 2013

Expandable and Cost-Effective Network Structures for Data Centers Using Dual-Port Servers.
IEEE Trans. Computers, 2013

Resource management in radio access and IP-based core networks for IMT Advanced and Beyond.
Sci. China Inf. Sci., 2013

PACE: Policy-Aware Application Cloud Embedding.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2012
ESM: Efficient and Scalable Data Center Multicast Routing.
IEEE/ACM Trans. Netw., 2012

Adaptive iterative learning control for nonlinearly parameterized systems with unknown time-varying delay and unknown control direction.
Int. J. Autom. Comput., 2012

Towards bandwidth guarantee in multi-tenancy cloud computing networks.
Proceedings of the 20th IEEE International Conference on Network Protocols, 2012

2011
Defending Against Distance Cheating in Link-Weighted Application-Layer Multicast.
IEEE/ACM Trans. Netw., 2011

Scalable and cost-effective interconnection of data-center servers using dual server ports.
IEEE/ACM Trans. Netw., 2011

Impact of user selfishness in construction action on the streaming quality of overlay multicast.
Comput. Networks, 2011

Exploring efficient and scalable multicast routing in future data center networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

RDCM: Reliable data center multicast.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

BCN: Expansible network structures for data centers using hierarchical compound graphs.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Building mega data center from heterogeneous containers.
Proceedings of the 19th annual IEEE International Conference on Network Protocols, 2011

2010
WIND: A scalable and lightweight network topology service for peer-to-peer applications.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010

Taming the triangle inequality violations with network coordinate system on real internet.
Proceedings of the Re-Architecting the Internet Workshop, 2010

2009
Defending Against Buffer Map Cheating in DONet-Like P2P Streaming.
IEEE Trans. Multim., 2009

BCube: a high performance, server-centric network architecture for modular data centers.
Proceedings of the ACM SIGCOMM 2009 Conference on Applications, 2009

FiConn: Using Backup Port for Server Interconnection in Data Centers.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

MDCube: a high performance network structure for modular data center interconnection.
Proceedings of the 2009 ACM Conference on Emerging Networking Experiments and Technology, 2009

2007
QoS-Aware Streaming in Overlay Multicast Considering the Selfishness in Construction Action.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Impact of Buffer Map Cheating on the Streaming Quality in DONet.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Truthful Streaming in Selfish DONet.
Proceedings of IEEE International Conference on Communications, 2007

2006
Stability of ALM Tree with selfish receivers: A simulation study.
Comput. Commun., 2006

Trustworthy Distributed Algorithm Design to Defend Distance Cheating in Link-Weighted ALM.
Proceedings of the Computer and Information Sciences, 2006

Segment-sending Schedule in Data-driven Overlay Network.
Proceedings of IEEE International Conference on Communications, 2006

2005
Improvement of Multicast Routing Protocol Using Petri Nets.
Proceedings of the Rough Sets, 2005

Impact of receiver cheating on the stability of ALM tree.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

Performance Analysis of Multicast Routing Protocol PIM-SM.
Proceedings of the Telecommunications 2005: Advanced Industrial Conference on Telecommunications / Service Assurance with Partial and Intermittent Resources Conference / E-Learning on Telecommunications Workshop (AICT / SAPIR / ELETE 2005), 2005


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