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T. S. Eugene Ng

Tze Sing Eugene Ng

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affiliation: Rice University, Houston, TX, USA

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Journal Articles

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2022
[j15]
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Sushovan Das, Afsaneh Rahbar, Xinyu Crystal Wu, Zhuang Wang, Weitao Wang, Ang Chen, T. S. Eugene Ng:
Shufflecast: An Optical, Data-Rate Agnostic, and Low-Power Multicast Architecture for Next-Generation Compute Clusters. IEEE/ACM Trans. Netw. 30(5): 1970-1985 (2022)
2017
[j14]
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Zhaolei Liu, T. S. Eugene Ng:
Leaky Buffer: A Novel Abstraction for Relieving Memory Pressure from Cluster Data Processing Frameworks. IEEE Trans. Parallel Distributed Syst. 28(1): 128-140 (2017)
2015
[j13]
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Xiaoye Steven Sun, Apoorv Agarwal, T. S. Eugene Ng:
Controlling Race Conditions in OpenFlow to Accelerate Application Verification and Packet Forwarding. IEEE Trans. Netw. Serv. Manag. 12(2): 263-277 (2015)
2013
[j12]
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Howard Wang, Yiting Xia, Keren Bergman, T. S. Eugene Ng, Sambit Sahu, Kunwadee Sripanidkulchai:
Rethinking the physical layer of data center networks of the next decade: using optics to enable efficient *-cast connectivity. Comput. Commun. Rev. 43(3): 52-58 (2013)
[j11]
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Jie Zheng, T. S. Eugene Ng, Kunwadee Sripanidkulchai, Zhaolei Liu:
Pacer: A Progress Management System for Live Virtual Machine Migration in Cloud Computing. IEEE Trans. Netw. Serv. Manag. 10(4): 369-382 (2013)
2010
[j10]
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Hemant Gogineni, Albert G. Greenberg, David A. Maltz, Tze Sing Eugene Ng, Hong Yan, Hui Zhang:
MMS: An autonomic network-layer foundation for network management. IEEE J. Sel. Areas Commun. 28(1): 15-27 (2010)
[j9]
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Bo Zhang, Guohui Wang, Angela Yun Zhu, T. S. Eugene Ng:
Router group monitoring: making traffic trajectory error detection more efficient. IEEE Trans. Netw. Serv. Manag. 7(3): 158-171 (2010)
[j8]
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Bo Zhang, Tze Sing Eugene Ng, Animesh Nandi, Rudolf H. Riedi, Peter Druschel, Guohui Wang:
Measurement-based analysis, modeling, and synthesis of the internet delay space. IEEE/ACM Trans. Netw. 18(1): 229-242 (2010)
2009
[j7]
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Ehab Al-Shaer, Albert G. Greenberg, Charles R. Kalmanek, David A. Maltz, T. S. Eugene Ng, Geoffrey G. Xie:
New frontiers in internet network management. Comput. Commun. Rev. 39(5): 37-39 (2009)
[j6]
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Khaled Elmeleegy, Alan L. Cox, T. S. Eugene Ng:
Understanding and mitigating the effects of count to infinity in Ethernet networks. IEEE/ACM Trans. Netw. 17(1): 186-199 (2009)
2002
[j5]
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T. S. Eugene Ng, Hui Zhang:
Global network positioning: a new approach to network distance prediction. Comput. Commun. Rev. 32(1): 61 (2002)
[j4]
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T. S. Eugene Ng, Hui Zhang:
Global network positioning: a new approach to network distance prediction. Comput. Commun. Rev. 32(1): 73 (2002)
2001
[j3]
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  - journals/cn/LimGNCSZ01
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L. Keng Lim, Jun Gao, T. S. Eugene Ng, Prashant R. Chandra, Peter Steenkiste, Hui Zhang:
Customizable virtual private network service with QoS. Comput. Networks 36(2/3): 137-151 (2001)
[j2]
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Prashant R. Chandra, Yang-Hua Chu, Allan Fisher, Jun Gao, Corey Kosak, T. S. Eugene Ng, Peter Steenkiste, Eduardo Takahashi, Hui Zhang:
Darwin: customizable resource management for value-added network services. IEEE Netw. 15(1): 22-35 (2001)
2000
[j1]
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  - journals/ton/StoicaZN00
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Ion Stoica, Hui Zhang, T. S. Eugene Ng:
A hierarchical fair service curve algorithm for link-sharing, real-time, and priority services. IEEE/ACM Trans. Netw. 8(2): 185-199 (2000)

Conference and Workshop Papers

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2024
[c76]
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Sushovan Das, Arlei Silva, T. S. Eugene Ng:
Rearchitecting Datacenter Networks: A New Paradigm with Optical Core and Optical Edge. INFOCOM 2024: 1371-1380
2023
[c75]
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Zhuang Wang, Haibin Lin, Yibo Zhu, T. S. Eugene Ng:
Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies. EuroSys 2023: 867-882
[c74]
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Zhuang Wang, Xinyu Crystal Wu, Zhaozhuo Xu, T. S. Eugene Ng:
Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training. MLSys 2023
[c73]
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Weitao Wang, Masoud Moshref, Yuliang Li, Gautam Kumar, T. S. Eugene Ng, Neal Cardwell, Nandita Dukkipati:
Poseidon: Efficient, Robust, and Practical Datacenter CC via Deployable INT. NSDI 2023: 255-274
[c72]
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Xinyu Crystal Wu, Zhuang Wang, Weitao Wang, T. S. Eugene Ng:
Augmented Queue: A Scalable In-Network Abstraction for Data Center Network Sharing. SIGCOMM 2023: 305-318
[c71]
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  - conf/sigcomm/XingQHSMSPKKN023
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Jiarong Xing, Yiming Qiu, Kuo-Feng Hsu, Songyuan Sui, Khalid Manaa, Omer Shabtai, Yonatan Piasetzky, Matty Kadosh, Arvind Krishnamurthy, T. S. Eugene Ng, Ang Chen:
Unleashing SmartNIC Packet Processing Performance in P4. SIGCOMM 2023: 1028-1042
[c70]
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Sushovan Das, Arlei Silva, T. S. Eugene Ng:
Poster: Near Non-blocking Performance with All-optical Circuit-switched Core. SIGCOMM 2023: 1117-1119
[c69]
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  - conf/sosp/WangJZZFNW23
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Zhuang Wang, Zhen Jia, Shuai Zheng, Zhen Zhang, Xinwei Fu, T. S. Eugene Ng, Yida Wang:
GEMINI: Fast Failure Recovery in Distributed Training with In-Memory Checkpoints. SOSP 2023: 364-381
2022
[c68]
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Zhuang Wang, Zhaozhuo Xu, Xinyu Crystal Wu, Anshumali Shrivastava, T. S. Eugene Ng:
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks. ICML 2022: 23274-23291
[c67]
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Xinyu Crystal Wu, T. S. Eugene Ng:
Detecting and Resolving PFC Deadlocks with ITSY Entirely in the Data Plane. INFOCOM 2022: 1928-1937
[c66]
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  - conf/nsdi/WangWTCN22
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Weitao Wang, Xinyu Crystal Wu, Praveen Tammana, Ang Chen, T. S. Eugene Ng:
Closed-loop Network Performance Monitoring and Diagnosis with SpiderMon. NSDI 2022: 267-285
[c65]
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Weitao Wang, Dingming Wu, Sushovan Das, Afsaneh Rahbar, Ang Chen, T. S. Eugene Ng:
RDC: Energy-Efficient Data Center Network Congestion Relief with Topological Reconfigurability at the Edge. NSDI 2022: 1267-1288
2021
[c64]
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  - conf/hotnets/XingQHLKLAAKNC21
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Jiarong Xing, Yiming Qiu, Kuo-Feng Hsu, Hongyi Liu, Matty Kadosh, Alan Lo, Aditya Akella, Thomas Anderson, Arvind Krishnamurthy, T. S. Eugene Ng, Ang Chen:
A Vision for Runtime Programmable Networks. HotNets 2021: 91-98
[c63]
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Weitao Wang, Sushovan Das, Xinyu Crystal Wu, Zhuang Wang, Ang Chen, T. S. Eugene Ng:
MXDAG: A Hybrid Abstraction for Emerging Applications. HotNets 2021: 221-228
[c62]
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Xinyu Crystal Wu, T. S. Eugene Ng:
ITSY: Initial Trigger-Based PFC Deadlock Detection in the Data Plane. INFOCOM Workshops 2021: 1-8
[c61]
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  - conf/sigcomm/DasWN21
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Sushovan Das, Weitao Wang, T. S. Eugene Ng:
Towards All-optical Circuit-switched Datacenter Network Cores: The Case for Mitigating Traffic Skewness at the Edge. OptSys@SIGCOMM 2021: 1-5
[c60]
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Weitao Wang, Sushovan Das, T. S. Eugene Ng:
Abstractions for Reconfigurable Hybrid Network Update and A Consistent Update Approach. OptSys@SIGCOMM 2021: 6-11
2020
[c59]
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  - conf/ipps/HuangXN20
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Xin Sunny Huang, Yiting Xia, T. S. Eugene Ng:
Weaver: Efficient Coflow Scheduling in Heterogeneous Parallel Networks. IPDPS 2020: 1071-1081
[c58]
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  - conf/sigcomm/XingCN20
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Jiarong Xing, Ang Chen, T. S. Eugene Ng:
Secure State Migration in the Data Plane. SPIN@SIGCOMM 2020: 28-34
[c57]
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  - conf/sosr/WangTCN20
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Weitao Wang, Praveen Tammana, Ang Chen, T. S. Eugene Ng:
Grasp the Root Causes in the Data Plane: Diagnosing Latency Problems with SpiderMon. SOSR 2020: 55-61
2019
[c56]
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  - conf/hotnets/0002CNWW19
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Dingming Wu, Ang Chen, T. S. Eugene Ng, Guohui Wang, Haiyong Wang:
Accelerated Service Chaining on a Single Switch ASIC. HotNets 2019: 141-149
[c55]
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Xin Sunny Huang, Ang Chen, T. S. Eugene Ng:
Green, Yellow, Yield: End-Host Traffic Scheduling for Distributed Deep Learning with TensorLights. IPDPS Workshops 2019: 430-437
[c54]
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  - conf/ipps/DzinamariraDN19
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Simbarashe Dzinamarira, Florin Dinu, T. S. Eugene Ng:
DYRS: Bandwidth-Aware Disk-to-Memory Migration of Cold Data in Big-Data File Systems. IPDPS 2019: 600-609
[c53]
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Dingming Wu, Weitao Wang, Ang Chen, T. S. Eugene Ng:
Say No to Rack Boundaries: Towards A Reconfigurable Pod-Centric DCN Architecture. SOSR 2019: 112-118
2018
[c52]
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Simbarashe Dzinamarira, Florin Dinu, T. S. Eugene Ng:
Ignem: Upward Migration of Cold Data in Big Data File Systems. ICDCS 2018: 65-75
[c51]
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  - conf/icnp/SunXDH0N18
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Xiaoye Steven Sun, Yiting Xia, Simbarashe Dzinamarira, Xin Sunny Huang, Dingming Wu, T. S. Eugene Ng:
Republic: Data Multicast Meets Hybrid Rack-Level Interconnections in Data Center. ICNP 2018: 77-87
[c50]
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Dingming Wu, Ang Chen, T. S. Eugene Ng:
The Case for a Rackless Data Center Network Architecture. SIGCOMM Posters and Demos 2018: 93-95
[c49]
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Dingming Wu, Yiting Xia, Xiaoye Steven Sun, Xin Sunny Huang, Simbarashe Dzinamarira, T. S. Eugene Ng:
Masking failures from application performance in data center networks with shareable backup. SIGCOMM 2018: 176-190
2017
[c48]
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  - conf/apnet/HuangN17
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Xin Sunny Huang, T. S. Eugene Ng:
Exploiting Inter-Flow Relationship for Coflow Placement in Datacenters. APNet 2017: 113-119
[c47]
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Yiting Xia, Xin Sunny Huang, T. S. Eugene Ng:
Stop Rerouting!: Enabling ShareBackup for Failure Recovery in Data Center Networks. HotNets 2017: 171-177
[c46]
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Xiaoye Steven Sun, T. S. Eugene Ng:
When creek meets river: Exploiting high-bandwidth circuit switch in scheduling multicast data. ICNP 2017: 1-6
[c45]
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Yiting Xia, Xiaoye Steven Sun, Simbarashe Dzinamarira, Dingming Wu, Xin Sunny Huang, T. S. Eugene Ng:
A Tale of Two Topologies: Exploring Convertible Data Center Network Architectures with Flat-tree. SIGCOMM 2017: 295-308
2016
[c44]
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Xin Sunny Huang, Xiaoye Steven Sun, T. S. Eugene Ng:
Sunflow: Efficient Optical Circuit Scheduling for Coflows. CoNEXT 2016: 297-311
[c43]
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  - conf/hotcloud/WuSXHN16
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Dingming Wu, Xiaoye Sun, Yiting Xia, Xin Sunny Huang, T. S. Eugene Ng:
HyperOptics: A High Throughput and Low Latency Multicast Architecture for Datacenters. HotCloud 2016
[c42]
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Yiting Xia, T. S. Eugene Ng:
Flat-tree: A Convertible Data Center Network Architecture from Clos to Random Graph. HotNets 2016: 71-77
[c41]
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  - conf/mss/DzinamariraDN16
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Simbarashe Dzinamarira, Florin Dinu, T. S. Eugene Ng:
Pfimbi: Accelerating big data jobs through flow-controlled data replication. MSST 2016: 1-13
2015
[c40]
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  - conf/hotcloud/XiaSNT15
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Yiting Xia, Mike Schlansker, T. S. Eugene Ng, Jean Tourrilhes:
Enabling Topological Flexibility for Data Centers Using OmniSwitch. HotCloud 2015
[c39]
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  - conf/ic2e/SunNW15
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Xiaoye Sun, T. S. Eugene Ng, Guohui Wang:
Software-Defined Flow Table Pipeline. IC2E 2015: 335-340
[c38]
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  - conf/infocom/HajjatLCNR15
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Mohammad Y. Hajjat, Ruiqi Liu, Yiyang Chang, T. S. Eugene Ng, Sanjay G. Rao:
Application-specific configuration selection in the cloud: Impact of provider policy and potential of systematic testing. INFOCOM 2015: 873-881
[c37]
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Yiting Xia, T. S. Eugene Ng, Xiaoye Steven Sun:
Blast: Accelerating high-performance data analytics applications by optical multicast. INFOCOM 2015: 1930-1938
2014
[c36]
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Florin Dinu, T. S. Eugene Ng:
RCMP: Enabling Efficient Recomputation Based Failure Resilience for Big Data Analytics. IPDPS 2014: 962-971
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Yiting Xia, T. S. Eugene Ng:
A cross-layer SDN control plane for optical multicast-featured datacenters. HotSDN 2014: 229-230
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Jie Zheng, Tze Sing Eugene Ng, Kunwadee Sripanidkulchai, Zhaolei Liu:
COMMA: coordinating the migration of multi-tier applications. VEE 2014: 153-164
2012
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Xiaoye Sun, Apoorv Agarwal, Tze Sing Eugene Ng:
Attendre: mitigating ill effects of race conditions in openflow via queueing mechanism. ANCS 2012: 137-138
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Florin Dinu, T. S. Eugene Ng:
Understanding the effects and implications of compute node related failures in hadoop. HPDC 2012: 187-198
[c31]
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Florin Dinu, T. S. Eugene Ng:
Synergy2Cloud: Introducing Cross-Sharing of Application Experiences Into the Cloud Management Cycle. Hot-ICE 2012
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Guohui Wang, T. S. Eugene Ng, Anees Shaikh:
Programming your network at run-time for big data applications. HotSDN@SIGCOMM 2012: 103-108
2011
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Brent E. Stephens, Alan L. Cox, Scott Rixner, T. S. Eugene Ng:
A Scalability Study of Enterprise Network Architectures. ANCS 2011: 111-121
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Hamid Hajabdolali Bazzaz, Malveeka Tewari, Guohui Wang, George Porter, T. S. Eugene Ng, David G. Andersen, Michael Kaminsky, Michael A. Kozuch, Amin Vahdat:
Switching the optical divide: fundamental challenges for hybrid electrical/optical datacenter networks. SoCC 2011: 30
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Florin Dinu, T. S. Eugene Ng:
Inferring a network congestion map with zero traffic overhead. ICNP 2011: 69-78
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Jie Zheng, Tze Sing Eugene Ng, Kunwadee Sripanidkulchai:
Workload-aware live storage migration for clouds. VEE 2011: 133-144
2010
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Zheng Cai, Florin Dinu, Jie Zheng, Alan L. Cox, T. S. Eugene Ng:
CONTRACT: Incorporating Coordination into the IP Network Control Plane. ICDCS 2010: 189-198
[c24]
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Guohui Wang, T. S. Eugene Ng:
The Impact of Virtualization on Network Performance of Amazon EC2 Data Center. INFOCOM 2010: 1163-1171
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Bo Zhang, T. S. Eugene Ng:
On Constructing Efficient Shared Decision Trees for Multiple Packet Filters. INFOCOM 2010: 2910-2918
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Guohui Wang, David G. Andersen, Michael Kaminsky, Konstantina Papagiannaki, T. S. Eugene Ng, Michael Kozuch, Michael P. Ryan:
c-Through: part-time optics in data centers. SIGCOMM 2010: 327-338
2009
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Guohui Wang, David G. Andersen, Michael Kaminsky, Michael Kozuch, T. S. Eugene Ng, Konstantina Papagiannaki, Madeleine Glick, Lily B. Mummert:
Your Data Center Is a Router: The Case for Reconfigurable Optical Circuit Switched Paths. HotNets 2009
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Bo Zhang, T. S. Eugene Ng:
Exploiting Internet Delay Space Properties for Selecting Distinct Network Locations. INFOCOM 2009: 1467-1475
2008
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Guohui Wang, T. S. Eugene Ng:
Distributed algorithms for stable and secure network coordinates. Internet Measurement Conference 2008: 131-144
2007
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Guohui Wang, Bo Zhang, T. S. Eugene Ng:
Towards network triangle inequality violation aware distributed systems. Internet Measurement Conference 2007: 175-188
[c17]
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Animesh Nandi, Aditya Ganjam, Peter Druschel, T. S. Eugene Ng, Ion Stoica, Hui Zhang, Bobby Bhattacharjee:
SAAR: A Shared Control Plane for Overlay Multicast. NSDI 2007
[c16]
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Hong Yan, David A. Maltz, T. S. Eugene Ng, Hemant Gogineni, Hui Zhang, Zheng Cai:
Tesseract: A 4D Network Control Plane. NSDI 2007
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Khaled Elmeleegy, Alan L. Cox, T. S. Eugene Ng:
Etherfuse: an ethernet watchdog. SIGCOMM 2007: 253-264
2006
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Bo Zhang, T. S. Eugene Ng, Animesh Nandi, Rudolf H. Riedi, Peter Druschel, Guohui Wang:
Measurement based analysis, modeling, and synthesis of the internet delay space. Internet Measurement Conference 2006: 85-98
[c13]
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Khaled Elmeleegy, Alan L. Cox, T. S. Eugene Ng:
On Count-to-Infinity Induced Forwarding Loops Ethernet Networks. INFOCOM 2006
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T. S. Eugene Ng, Hong Yan:
Towards a framework for network control composition. INM@SIGCOMM 2006: 47-51
2004
[c11]
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T. S. Eugene Ng, Hui Zhang:
A Network Positioning System for the Internet. USENIX ATC, General Track 2004: 141-154
[c10]
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Yang-Hua Chu, Aditya Ganjam, T. S. Eugene Ng, Sanjay G. Rao, Kunwadee Sripanidkulchai, Jibin Zhan, Hui Zhang:
Early Experience with an Internet Broadcast System Based on Overlay Multicast. USENIX ATC, General Track 2004: 155-170
2003
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T. S. Eugene Ng, Yang-Hua Chu, Sanjay G. Rao, Kunwadee Sripanidkulchai, Hui Zhang:
Measurement-Based Optimization Techniques for Bandwidth-Demanding Peer-to-Peer Systems. INFOCOM 2003: 2199-2209
2002
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T. S. Eugene Ng, Hui Zhang:
Predicting Internet Network Distance with Coordinates-Based Approaches. INFOCOM 2002: 170-179
2001
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T. S. Eugene Ng, Hui Zhang:
Towards global network positioning. Internet Measurement Workshop 2001: 25-29
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T. S. Eugene Ng, Ion Stoica, Hui Zhang:
A Waypoint Service Approach to Connect Heterogeneous Internet Address Spaces. USENIX ATC, General Track 2001: 319-332
2000
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Ion Stoica, T. S. Eugene Ng, Hui Zhang:
REUNITE: A Recursive Unicast Approach to Multicast. INFOCOM 2000: 1644-1653
1999
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T. S. Eugene Ng, Donpaul C. Stephens, Ion Stoica, Hui Zhang:
Supporting Best-Effort Traffic With Fair Service Curve. SIGMETRICS 1999: 218-219
1998
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Prashant R. Chandra, Allan Fisher, Corey Kosak, T. S. Eugene Ng, Peter Steenkiste, Eiichi Takahashi, Hui Zhang:
Darwin: Customizable Resource Management for Value-Added Network Services. ICNP 1998: 177-188
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T. S. Eugene Ng, Ion Stoica, Hui Zhang:
Packet Fair Queueing Algorithms for Wireless Networks with Location-Dependent Errors. INFOCOM 1998: 1103-1111
1997
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Ion Stoica, Hui Zhang, T. S. Eugene Ng:
A Hierarchical Fair Service Curve Algorithm for Link-Sharing, Real-Time and Priority Services. SIGCOMM 1997: 249-262

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2010
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T. S. Eugene Ng, Sylvia Ratnasamy, Jonathan M. Smith:
Proceedings of the Workshop on Programmable Routers for Extensible Services of Tomorrow, PRESTO '10, Philadelphia, Pennsylvania, USA, November 30, 2010. ACM 2010, ISBN 978-1-4503-0467-2 [contents]

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2023
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Zhuang Wang, Zhaozhuo Xu, Anshumali Shrivastava, T. S. Eugene Ng:
Zen: Near-Optimal Sparse Tensor Synchronization for Distributed DNN Training. CoRR abs/2309.13254 (2023)
2022
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Zhuang Wang, Haibin Lin, Yibo Zhu, T. S. Eugene Ng:
Espresso: Revisiting Gradient Compression from the System Perspective. CoRR abs/2205.14465 (2022)
2021
[i4]
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Zhuang Wang, Xinyu Crystal Wu, T. S. Eugene Ng:
MergeComp: A Compression Scheduler for Scalable Communication-Efficient Distributed Training. CoRR abs/2103.15195 (2021)
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Sushovan Das, Afsaneh Rahbar, Xinyu Crystal Wu, Zhuang Wang, Weitao Wang, Ang Chen, T. S. Eugene Ng:
Shufflecast: An Optical, Data-rate Agnostic and Low-Power Multicast Architecture for Next-Generation Compute Clusters. CoRR abs/2104.09680 (2021)
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Weitao Wang, Sushovan Das, Xinyu Crystal Wu, Zhuang Wang, Ang Chen, T. S. Eugene Ng:
MXDAG: A Hybrid Abstraction for Cluster Applications. CoRR abs/2107.07442 (2021)
2020
[i1]
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Xinyu Crystal Wu, T. S. Eugene Ng:
DCFIT: Initial Trigger-Based PFC Deadlock Detection in the Data Plane. CoRR abs/2009.13446 (2020)

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