# Songwu Lu

PROFESSOR
COMPUTER SCIENCE

Engineering VI - Room 396A

Email: slu@cs.ucla.edu
Phone: (310) 794-9289
Fax: (310) 794-5056

Websites

- Songwu Lu's Home Page
- Wireless Networking Group

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I am a Professor in Computer Science Department at University of California, Los Angeles. I am leading Wireless Networking Group (WiNG) at UCLA. My research interests include wireless networking, mobile systems, cloud computing and wireless and Internet security. Prior to UCLA, I graduated with a Ph.D. from University of Illinois at Urbana-Champaign in 1999.

##### RESEARCH AND INTERESTS

- Ongoing research projects: here
- Research group homepage: UCLA WiNG
- Note to applicants: research advice
- Cybersecurity and future internet

##### NOTABLE PUBLICATIONS

Book Chapters

1. Hao Yang, Haiyun Luo, Jiejun Kong, Fan Ye, Petros Zerfos, Songwu Lu, Lixia Zhang, “Ad Hoc Network Security,” Handbook of Mobile Computing (edited by Imad Mahgoub), December 2004 (invited submission).
2. Fan Ye, Haiyun Luo, Songwu Lu, Lixia Zhang. “Data Dissemination Protocols for Large Sensor Networks,” in Wireless Sensor Networks (edited by Krishan M. Sivalingam and Taieb Znati), 2004 (invited submission).
3. Fan Ye, Hao Yang, Starsky Wong, Songwu Lu, Zhen Liu, Lixia Zhang, Mani Srivastava, “Preserving Data Authenticity in Wireless Sensor Networks: Attacks and Countermeasures,” Chapter 1, From Problem to Solution: Wireless Sensor Networks Security, Nova Science Publishers, Inc., 2007 (invited submission).

Journal, Magazine Papers

1. Ioannis Pefkianakis, Starsky H.Y. Wong, Hao Yang, Suk-Bok Lee, Songwu Lu, "Towards History-Aware Robust 802.11 Rate Adaptation," IEEE Transactions on Mobile Computing (TMC), to appear.
2. Ioannis Pefkianakis, Yun Hu, Suk-Bok Lee, Chunyi Peng, Sofia Sakellaridi, Songwu Lu, "Window-based Rate Adaptation in 802.11n Wireless Networks," ACM Mobile Networks and Applications (MONET), to appear.
3. Suk-Bok Lee, Ioannis Pefkianakis, Sayantan Choudhury, Shugong Xu, and Songwu Lu, "Exploiting Spatial, Frequency, and Multiuser Diversity in 3GPP LTE Cellular Networks," IEEE Transactions on Mobile Computing (TMC), to appear.
4. Suk-Bok Lee, Starsky H.Y. Wong, Kang-Won Lee, and Songwu Lu, "Content Management in a Mobile Ad Hoc Network: Beyond Opportunistic Strategy," International Journal of Communication Networks and Distributed Systems, to appear.
5. Suk-Bok Lee, Joon-Sang Park, Mario Gerla, and Songwu Lu,"Secure Incentives for Commercial Ad Dissemination in Vehicular Networks", IEEE Transactions on Vehicular Technology, to appear.
6. Kai Chen, Chuanxiong Guo, Haitao Wu, Jing Yuan, Zhenqian Feng, Yan Chen, Songwu Lu, Wenfei Wu, "DAC: Generic and Automatic Address Configuration for Data Center Networks", IEEE/ACM Transaction on Networking, 20(1), 84-99, 2012.
7. Dan Li, Chuanxiong Guo, Haitao Wu, Kun Tan, Yongguang Zhang, Songwu Lu, Jianping Wu, "Scalable and cost-effective interconnection of data-center servers using dual server ports", IEEE/ACM Transactions on Networking (TON) 19 (1), 102-114, 2011.
8. Kai Chen, Chuanxiong Guo, Haitao Wu, Jing Yuan, Zhenqian Feng, Yan Chen, Songwu Lu, Wenfei Wu, "Generic and automatic address configuration for data center networks", ACM SIGCOMM Computer Communication Review, 40(4), 39-50, 2010.
9. Vasileios Pappas, Duane Wessels, Daniel Massey, Songwu Lu, Andreas Terzis, Lixia Zhang, “Impact of configuration errors on DNS robustness,” in IEEE Journal on Selected Areas in Communications, 27(3), 275-290, April 2009.
10. Yuan Yuan, William A. Arbaugh, Songwu Lu, “Towards Scalable MAC Design for High-Speed Wireless LANs,” EURASIP Journal on Wireless Communications and Networking, vol. 2007, 1-14, January 2007.
11. Hao Yang, James Shu, Xiaoqiao Meng, Songwu Lu, “SCAN: Self-Organized Network Layer Security in Mobile Ad Hoc Networks,” in IEEE JSAC Special Issue on Security in Wireless Ad Hoc Networks, 24(2), 262-273, February 2006.
12. Fan Ye, Gary Zhong, Songwu Lu, Lixia Zhang, “A Randomized Energy Conservation Protocol for Resilient Sensor Networks,” in ACM Wireless Networks, 12(5), 637-652, October 2006.
13. Xiaoqiao Meng, Thyaga, Li Li, Songwu Lu, "Contour Maps: Monitoring and Diagnosis in Sensor Networks," in Computer Networks, 50(15), 2820-2838, October 2006.
14. Xiaoqiao Meng, Zhiguo Xu, Beichuan Zhang, Lixia Zhang, Songwu Lu, “IPv4 Address Allocation and the BGP Routing Table Evolution,,” in ACM CCR Special Issue on Internet Vital Signs, 35(1), 71-80, January 2005.
15. Hao Yang, Fabio Ricciato, Songwu Lu, Lixia Zhang, “Securing a Wireless World,” in Proceedings of IEEE (invited submission), 94(2), 442-454, February 2006.
16. Petros Zerfos, Gary Zhong, Songwu Lu, "A Software Support Infrastructure for Wireless Access Routers," in IEEE JSAC Special Issue on Mobile Computing and Networking, 23(6), 1253-1266, June 2005.
17. Haiyun Luo, Songwu Lu, “A Topology-Independent Wireless Fair Queueing Model in Ad Hoc Networks,” in IEEE JSAC (Special Issue on Wireless Ad Hoc Networks), 23(3), 585-597, March 2005.
18. Fan Ye, Gary Zhong, Songwu Lu, Lixia Zhang, “GRAdient Broadcast: A Robust Data Delivery Protocol for Large Scale Sensor Networks,” in ACM Wireless Networks, 11(3), 285-298, May 2005.
19. Zhenghua Fu, Haiyun Luo, Petros Zerfos, Songwu Lu, Lixia Zhang, Mario Gerla, “The Impact of Multihop Wireless Channel on TCP Performance,” in IEEE Transactions on Mobile Computing, 4(2), 209-221, March 2005.
20. Fan Ye, Haiyun Luo, Songwu Lu, Lixia Zhang, “Statistical En-Route Filtering in Wireless Sensor Networks,” in IEEE JSAC (Special Issue on Self-Organizing Distributed Collaborative Sensor Networks), 23(4), 839-850, April 2005.
21. Haiyun Luo, Fan Ye, Jerry Cheng, Songwu Lu, Lixia Zhang, “TTDD: A Two-tier Data Dissemination Model for Large-scale Wireless Sensor Networks,” in ACM MONET (invited), 11(1-2), 161-175, January 2005.
22. Haiyun Luo, Jiejun Kong, Petros Zerfos, Songwu Lu, Lixia Zhang, “URSA: Ubiquitous and Robust Access Control for Mobile Ad-Hoc Networks,” in IEEE/ACM Transactions on Networking (fast-track recommendation by ICNP 2001), 12(6), 1049-1063, December 2004.
23. Haiyun Luo, Songwu Lu, Vaduvur Bharghavan, Jerry Cheng and Gary Zhong, “A Packet Scheduling Approach to QoS Support in Multihop Wireless Networks,” in ACM Journal of Mobile Networks and Applications (MONET), Special Issue on QoS in Heterogeneous Wireless Networks, 9(3), 193-206, June 2004.
24. Xiaoqiao Meng, Zhenghua Fu and Songwu Lu, “Robust Packet Scheduling in Wireless Cellular Networks,” in ACM Journal of Mobile Networks and Applications (MONET), Special Issue on Discrete Algorithms for Mobile Computing and Communications, 9(2), 113-123, April 2004.
25. Haiyun Luo, Jerry Cheng, Songwu Lu, “Self-Coordinating Localized Fair Queueing in Wireless Ad-Hoc Networks,” IEEE Transactions on Mobile Computing, 3(1), 86-98, Jan.-March 2004.
26. Hao Yang, Haiyun Luo, Fan Ye, Songwu Lu, Lixia Zhang, “Security in Mobile Ad-hoc Networks: Challenges and Solutions,” in IEEE Wireless Communications Magazine (invited paper), February 2004.
27. Zhenghua Fu, Xiaoqiao Meng, Songwu Lu, “A Transport Protocol for Supporting Multimedia Streaming in Mobile Ad Hoc Networks,” in IEEE JSAC (Special Issue on Wireless Multimedia), 21(10), 1615-1626, December 2003.
28. Jiejun Kong, Haiyun Luo, Kaixin Xu, Daniel Lihui Gu, Mario Gerla and Songwu Lu, “Adaptive Security for Multilevel Ad Hoc Networks,” in Wireless Communications and Mobile Computing, Special Issue on Mobile Ad Hoc Networking, 2(5), 2002.
29. Songwu Lu, Kang-won Lee, Vaduvur Bharghavan, “Adaptive Quality of Service Support for Packet-Switched Wireless Cellular Networks,” in Kluswer Multimedia Tools and Applications, 17(2-3), 2002 (invited).
30. Thayaga Nandagopal, Songwu Lu and Vaduvur Bharghavan, “A Unified Architecture for the Design and Evaluation of Wireless Fair Queueing Algorithms,” in ACM Wireless Networks, 8(2-3), March 2002 (invited).
31. Songwu Lu, Thyaga Nandagopal and V. Bharghavan, “Design and Analysis of an Algorithm for Fair Service in Error-Prone Wireless Channels,” in ACM Wireless Networks Journal, 6(4), January 2000 (invited).
32. Songwu Lu, Vaduvur Bharghavan and R. Srikant, “Fair Scheduling in Wireless Packet Networks,” IEEE/ACM Transaction on Networking, 7(4), August 1999.
33. Vaduvur Bharghavan, Songwu Lu and Thyaga Nandagopal, “Wireless Fair Scheduling in Cellular Networks,” in IEEE Personal Communications Magazine (invited paper), No.1, February 1999.
34. Vaduvur Bharghavan, Kang-Won Lee, Songwu Lu, Sungwon Ha, Dane Dwyer, Jefferey Li, “The TIMELY Adaptive Resource Management Architecture,” IEEE Personal Communications Magazine (invited paper), No.4, August 1998.
35. Songwu Lu and Tamer Basar, “Robust Nonlinear System Identification using Neural Network Models,” IEEE Transaction on Neural Networks, 9(3), May 1998.
36. Songwu Lu, Lingli Chen and Lansun Shen, “A CCD-based Robot Vision System,” Journal of China University of Science and Technology, 21(3), 1990.

Conference Papers

1. Zhuotao Liu, Xingbing Wang, Wentao Luan, Songwu Lu, "Transmission Delay in Large Scale Ad Hoc Cognitive Radio Networks," in ACM MOBIHOC, 2012.
2. Chi-Yu Li, Ioannis Pefkianakis, Bojie Li, Chenghui Peng, Wei Zhang, Songwu Lu, "A Multimedia Service Migration Protocol for Single User Multiple Devices," in IEEE ICC, 2012.
3. Suk-Bok Lee, Dan Pei, MohammadTaghi Hajiaghayi, Ioannis Pefkianakis, Songwu Lu, He Yan, Zihui Ge, Jennifer Yates, Mario Kosseifi, "Threshold Compression for 3G Scalable Monitoring," in IEEE INFOCOM, 2012.
4. Ioannis Pefkianakis, Chi-Yu Li, Songwu Lu, "What is Wrong/Right with IEEE 802.11n Spatial Multiplexing Power Save Feature?," IEEE ICNP, 2011.
5. Chunyi Peng, Suk-Bok Lee, Songwu Lu, Haiyun Luo and Hewu Li, "Traffic-Driven Power Saving in Operational 3G Networks," ACM MOBICOM, 2011.
6. Suk-Bok Lee, Dan Pei, MohammadTaghi Hajiaghayi, Ioannis Pefkianakis, Songwu Lu, He Yan, Zihui Ge, Jennifer Yates, Mario Kosseifi, "Scalable Mobitoring via Threshold Compression in a Large Operational 3G Network," ACM SIGMETRICS, 2011 (extended abstract).
7. Suk-Bok Lee, Starsky H.Y. Wong, Kan-Won Lee, and Songwu Lu, "Content Management in a Mobile Ad Hoc Network: Beyond Opportunistic Strategy," IEEE INFOCOM, 2011 (mini-conference).
8. Chi-Yu Li, Ioannis Pefkianakis, Songwu Lu, Bojie Li, Chenghui Peng, Wei Zhang, "A TCP Service Migration Protocol for Single User Multiple Devices," IARIA UBICOMM, 2011.
9. Ioannis Pefkianakis, Yun Hu, Songwu Lu,"History-Aware Rate Adaptation in 802.11 Wireless Networks," IEEE ISCC, 2011.
10. Ioannis Pefkianakis, Yun Hu, Starsky H.Y. Wong, Hao Yang, Songwu Lu,"MIMO Rate Adaptation in 802.11n Wireless Networks", in ACM MOBICOM, 2010.
11. Kai Chen, Chuanxiong Guo, Haitao Wu, Jing Yuan, Zhenqian Feng, Yan Chen, Songwu Lu, and Wenfei Wu,"Generic and Automatic Address Configuration for Data Center Networks," in ACM SIGCOMM, 2010.
12. Suk-Bok Lee, Sai-Wang Tam, Ioannis Pefkianakis, Songwu Lu, M. Frank Chang, Chuanxiong Guo, Glenn Reinman, Chunyi Peng, Mishali Naik, Lixia Zhang, Jason Cong，“A Scalable Micro Wireless Interconnect Structure for CMPs,” in ACM MOBICOM’09, September 2009.
13. Chuanxiong Guo, Guohan Lu, Dan Li, Haitao Wu, Xuan Zhang, Yunfeng Shi, Chen Tian, Yongguang Zhang, Songwu Lu, “BCube: A High Performance, Server-centric Network Architecture for Modular Data Centers,” in ACM SIGCOMM 09, August 2009.
14. Chunyi Peng, Guobin Shen, Yongguang Zhang, Songwu Lu, “Point&Connect: Intention-based Device Pairing for Mobile Phone Users,” in ACM MOBISYS’09, June 2009.
15. Suk-Bok Lee, Sayantan Choudhury, Ahmad Khoshnevis, Shugong Xu, Songwu Lu, “Downlink MIMO with Frequency-Domain Packet Scheduling for 3GPP LTE ,” in IEEE INFOCOM’09, April 2009.
16. Dan Li, Chuanxiong Guo, Haitao Wu, Kun Tan, Yongguang Zhang, Songwu Lu, "FiConn: Using Backup Port for Server Interconnection in Data Centers", IEEE INFOCOM'09, April 2009.
17. Suk-Bok Lee, Ioannis Pefkianakis, Adam Meyerson, Shugong Xu, Songwu Lu, “Proportional Fair Frequency-Domain Packet Scheduling for 3GPP LTE Uplink,” in IEEE INFOCOM’09 (mini-symposium), April 2009.
18. Chuanxiong Guo, Haitao Wu, Kun Tan, Lei Shi, Yongguang Zhang, Songwu Lu, “DCell: A Scalable and Fault-Tolerant Network Structure for Data Centers,” in ACM SIGCOMM’08, August 2008.
19. Jerry Cheng, Hao Yang, Starsky Wong, Songwu Lu, “SmartSiren: Virus Detection and Alert for Smartphones,” in ACM MOBISYS’07, June 2007.
20. Suk-Bok Lee, Gabriel Pan, Joon-Sang Park, Mario Gerla, Songwu Lu, "Secure Incentives for Commercial Ad Dissemination in Vehicular Networks”, in ACM MobiHoc'07, September 2007.
21. Jerry Cheng, Hao Yang, Starsky Wong, Songwu Lu, “Design and Implementation of Cross-Domain Firewall,” in IEEE ICNP’07, October 2007.
22. Xiaoqiao Meng, Petros Zerfos, Vidyut Samanta, Starsky Wong, Songwu Lu, "Analysis of the Reliability of a Nationwide Short Message Service," in IEEE INFOCOM'07, 2007.
23. Xiaoqiao Meng, Thyaga Nandagopal, Starsky Wong, Hao Yang, Songwu Lu, "Scheduling Delay-Constrained Data in Wireless Data Networks," in IEEE WCNC'07, 2007.
24. Starsky Wong, Hao Yang, Songwu Lu, Vaduvur Bharghavan, "Robust Rate Adaptation for 802.11 Wireless Networks," in ACM MOBICOM'06, 2006.
25. Petros Zerfos, Xiaoqiao Meng, Starsky Wong, Vid. Samanta, Songwu Lu, "A Study of the Short Message Service in a Nationwide Cellular Network," in ACM IMC'06 (6-page short paper), 2006.
26. Hao Yang, Songwu Lu, Lixia Zhang, "Secure Diffusion for Wireless Sensor Networks," in BROADNET'06 (invited submission).
27. Vidyut Samanta, Ricardo Oliveira, Advait Dixit, Parixit Aghera, Petros Zerfos, Songwu Lu, "Impact of Video Encoding Parameters on Dynamic Video Transcoding." Communication Systems Software and Middleware (COMSWARE), 2006.
28. Hao Yang, Fan Ye, Yuan Yuan, Songwu Lu, William Arbaugh, “Toward Resilient Security in Large Sensor Networks,” in ACM MOBIHOC’05.
29. Yuan Yuan, Hao Yang, Starsky Wong, Songwu Lu, William Arbaugh, "ROMER: Resilient Opportunistic Mesh Routing for Wireless Mesh Networks," 1st Workshop on Wireless Mesh Networks, 2005, invited submission.
30. Xiaoqiao Meng, Starsky Wong, Yuan Yuan, Songwu Lu, “Characterizing Flows in Large Wireless Data Networks,” in ACM MOBICOM’04.
31. Vasileios Pappas, Zhiguo Xu, Songwu Lu, Andreas Terzos, Dan Massey, Lixia Zhang, “Impact of Configuration Errors on DNS Robustness," in ACM SIGCOMM’04.
32. Hao Yang, Haiyun Luo, Yi Yang, Songwu Lu, Lixia Zhang, “HOURS: Achieving DoS Resilience in an Open Service Hierarchy,” in International Conference on Dependable Systems and Networks (DSN’04).
33. Fan Ye, Haiyun Luo, Songwu Lu, Lixia Zhang, “Statistical En-route Detection and Filtering of Injected False Data in Sensor Networks,” in IEEE INFOCOM’04.
34. Hao Yang, Songwu Lu, “Commutative Cipher Based En-route Filtering in Wireless Sensor Networks,” in IEEE VTC Wireless Security Symposium’04 (invited paper).
35. Petros Zerfos, Gary Zhong, Jerry Cheng, Haiyun Luo, Songwu Lu, Jeffrey Jia-ru Li, “DIRAC: A Software-based Wireless Router System,” in ACM MOBICOM’03.
36. Haiyun Luo, Ramachandran Ramjee, Prasun Sinha, Li Li, Songwu Lu, “UCAN: A Unified Cellular and Ad-Hoc Network Architecture,” in ACM MOBICOM’03.
37. Zhenghua Fu, Xiaoqiao Meng, Hao Yang, Songwu Lu, “Robust Packet Scheduling in Wireless Cellular Networks,” in IEEE Conference on Decision and Control (CDC'03).
38. Jerry Cheng, Songwu Lu, “Achieving Delay and Throughput Decoupling in Distributed Fair Queueing Over Ad Hoc Networks,” in IEEE ICCCN’03.
39. Zhiguo Xu, Xiaoqiao Meng, Lixia Zhang, Songwu Lu, “Impact of IPv4 Address Allocation Practice on BGP Routing Table Growth,” in IEEE CCW’03 (invited paper).
40. Fan Ye, Haiyun Luo, Songwu Lu, Lixia Zhang, “Statistical En-route Filtering of Injected False Data In Sensor Networks,” Poster paper in ACM SENSYS’03.
41. Zhenghua Fu, Xiaoqiao Meng, Songwu Lu, “TCP Friendly Rate Adaptation for Multimedia Streaming in Mobile Ad-hoc Networks,” in IEEE MMNS’03.
42. Fan Ye, Gary Zhong, Jesse Cheng, Songwu Lu, Lixia Zhang, “PEAS: A Robust Energy Conserving Protocol for Long-lived Sensor Networks,” in IEEE ICDCS’03.
43. Zhenghua Fu, Petros Zerfos, Haiyun Luo, Songwu Lu, Lixia Zhang, Mario Gerla, “The Impact of Multihop Wireless Channel on TCP Throughput and Loss,” in IEEE INFOCOM’03.
44. Fan Ye, Gary Zhong, Songwu Lu, Lixia Zhang, “A Robust Data Delivery Protocol for Large Scale Sensor Networks,” in IEEE IPSN'03.
45. Jiejun Kong, Mansoor Mirza, James Shu, Christian Yoedhana, Mario Gerla, Songwu Lu, “Random Flow Network Modeling and Simulations for DDoS Attack Mitigation,” in IEEE ICC'03.
46. Fan Ye, Haiyun Luo, Jerry Cheng, Songwu Lu and Lixia Zhang, “A Two-tier Data Dissemination Model for Large-scale Wireless Sensor Networks,” in ACM MOBICOM’02.
47. Zhenghua Fu, Ben Greenstein, Xiaoqiao Meng, Songwu Lu, “Design and Implementation of a TCP-Friendly Transport Protocol for Ad Hoc Wireless Networks,” in IEEE ICNP’02.
48. Fan Ye, Songwu Lu, Lixia Zhang, “PEAS: A Robust Energy-Conserving Protocol for Long-lived Sensor Networks,” in IEEE ICNP'02 (extended abstract).
49. Haiyun Luo, Jiejun Kong, Petros Zerfos, Songwu Lu and Lixia Zhang, “Self-securing Ad Hoc Wireless Networks,” in IEEE ISCC’02.
50. Zhenghua Fu, Xiaoqiao Meng, and Songwu Lu, “How Bad TCP can Perform in Mobile Ad-Hoc Networks,” in IEEE ISCC’02.
51. Eric Snow, Jiejun Kong, Thomas Phan, Fred Cheng, Richard Guy, Rajive Bagrodia, and Songwu Lu, “A Security Architecture for Application Session Handoff,” in IEEE ICC’02.
52. Hao Yang, Songwu Lu, “Network Performance-Centric Security Design to Mobile Ad-hoc Networks,” Security Workshop at ACM Mobihoc 2002; abstract also appears in ACM MC2R.
53. Xiaoqiao Meng, Hao Yang and Songwu Lu, “Application-oriented Multimedia Scheduling over Lossy Wireless Networks,” in IEEE ICCCN’02.
54. Hao Yang, Xiaoqiao Meng and Songwu Lu, “Self-organized Network Layer Security in Mobile Ad Hoc Networks,” in ACM MOBICOM Wireless Security Workshop (WiSe’02).
55. Jerry Cheng, Gary Zhong, Haiyun Luo and Songwu Lu, “Providing Packet-level Quality of Services in Multihop Wireless Networks,” in ITCOM’01 (invited paper).
56. Jiejun Kong, Petros Zerfos, Haiyun Luo, Songwu Lu and Lixia Zhang, “Providing Robust and Ubiquitous Security Support for Mobile Ad-Hoc Networks,” in IEEE ICNP’01.
57. Jelena Mirkovic, Songwu Lu, Lixia Zhang, “A Self-Organizing Approach to Data Forwarding in Wireless Sensor Networks,” in IEEE ICC’01.
58. Fan Ye, Alvin Chen, Songwu Lu and Lixia Zhang, “A Scalable Solution to Minimum Cost Forwarding in Large Sensor Networks,” in IEEE ICCCN’01.
59. Haiyun Luo and Songwu Lu, “A Self-Coordinating Approach to Distributed Fair Queueing in Ad Hoc Wireless Networks,” in IEEE INFOCOM'01.
60. Haiyun Luo and Songwu Lu, “Achieving Fair Service in Large-Scale Multiple Access Networks,” in IEEE MMT'00 (invited paper).
61. Haiyun Luo and Songwu Lu, “A Topology-Independent Fair Queueing Model in Ad Hoc Wireless Networks,” in IEEE ICNP’00.
62. Haiyun Luo and Songwu Lu, Vaduvur Bharghavan, “A New Model for Packet Scheduling in Multihop Wireless networks,” in ACM MOBICOM’00.
63. Thyaga Nandagopal, Songwu Lu and Vaduvur Bharghavan, “A unified architecture for the design and evaluation of wireless fair queueing algorithms,” in ACM MOBICOM’99.
64. Narayanan Venkitaraman, Tae-eun Kim, Kang-Won Lee, Songwu Lu, and Vaduvur Bharghavan, “Design and Evaluation of a Suite of Congestion Control Algorithms for the Future Internet,” in ACM SIGMETRICS'99 (short paper).
65. Tae-eun Kim, Songwu Lu and Vaduvur Bharghavan, “Improving Congestion Control Performance Through Loss Differentiation,” in IEEE ICCCN’99.
66. Songwu Lu, Thayaga Nandagopal and Vaduvur Bharghavan, “A Wireless Fair Service Algorithm for Packet Cellular Networks,” in ACM MOBICOM'98.
67. Songwu Lu, Vaduvur Bharghavan and R. Srikant, “Fair Queueing in Wireless Packet Networks,” in ACM SIGCOMM'97.
68. Songwu Lu, Kang-Won Lee and Vaduvur Bharghavan, “Adaptive Service in Mobile Computing Environments,” in IFIP IWQoS'97.
69. Songwu Lu and Vaduvur Bharghavan, “Algorithms for Resource Management in Indoor Mobile Computing Environments,” in ACM SIGCOMM’96.
70. Songwu Lu, Vaduvur Bharghavan and R. Srikant, “Adaptive Resource Reservation for Indoor Wireless LANs,” in IEEE GLOBECOMM'96.
71. Songwu Lu and Tamer Basar, “Worst-case Identification of Uncertain Nonlinear Systems Using Neural Network Models,” in International Federation of Automatic Control (IFAC’96).
72. Songwu Lu and Tamer Basar, “Robust Nonlinear System Identification Using Neural Network Models,” in IEEE Conference on Decision and Control (CDC’95).
73. Songwu Lu and Tamer Basar, “Genetic Algorithms-based Identification,” in IEEE Inter. Conf. on Systems, Man and Cybernetics, 1995.
74. Songwu Lu, Lingli Chen and Lansun Shen, in International Conference on Automation, Robotics and Computer Vision (ICARCV'90, Singapore)
75. Songwu Lu, Lingli Chen and Lansun Shen, in Fourth Annual Conference by Chinese Society of Electronic Measurement and Instrumentation, 1990.

##### EDUCATION

PhD (2003) University of Illinois, Urbana-Champaign

##### AWARDS AND RECOGNITION

- Fellow of the IEEE
- Fellow of the ACM
- Samsung AI Researcher of the Year Award, 2020