E-mail: eletck@nus.edu.sg, cktham@pobox.org.sg
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publication is in reverse chronological order, i.e. latest publications are
shown first.
·
CK Tham and L Zhang, ed.s, Networking Trends & Challenges in the New Millenium, Proceedings of the 2000 IEEE
International Conference on Networks (ICON 2000), IEEE Computer Society
Press, Sept 2000.
·
Four published papers presented at MMNS 2002, QofIS
2002 and QoSIP 2003 appear in Springer Lecture Notes in Computer Science (LNCS)
2496, 2511 and 2601 respectively (please see International
Conferences section below).
Internationally-Refereed Journals (25 papers)
·
CK Tham
and TCK Hui, “Reinforcement Learning-based Dynamic Bandwidth Provisioning for
Quality of Service in Differentiated Services Networks”, to appear in Computer Communications, Elsevier
Science, 2004.
·
CK Tham
and Y Liu, “Assured End-to-End QoS through Adaptive
Marking in Multi-Domain Differentiated Services Networks”, to appear in Computer Communications, Special Issue
on End-to-End Quality of Service, Elsevier Science, 2004.
·
HT Ngin and CK Tham, “Scaled Time Priority: An
Efficient Approximation to Waiting Time Priority”, in Computer
Networks, Vol. 45, Issue 4, Elsevier Science, July 2004, pp.
449-462.
·
CK Tham,
CK Heng and WC Chin, “Predicting
Risk of Coronary Artery Disease from DNA Microarray-based
Genotyping using Neural Networks and Other Statistical Analysis Tools”, Journal of Bioinformatics and Computational
Biology, Vol. 1, No. 3, Imperial College Press, Oct 2003.
·
HT Ngin and CK Tham, “Achieving
proportional delay differentiation efficiently”, in Computer Communications, Vol. 27, Issue 2, Elsevier Science, Feb
2004, pp. 153-161.
·
TCK Hui and CK Tham, “Adaptive
Provisioning of Differentiated Services Networks based on Reinforcement
Learning”, in IEEE Transactions on Systems, Man &
Cybernetics, Special Issue on Technologies that promote
computational intelligence, openness and programmability in networks and
Internet services, ed.s W. Pedrycz,
A. Vasilakos &
·
YS Gan and CK Tham, “Loss
differentiated multicast congestion control”, in Computer
Networks, Vol. 41, no. 2, Elsevier Science, Feb 2003, pp.
161-176.
·
CK Tham,
Q Yao and Y Jiang, “Achieving
differentiated services through multi-class probabilistic priority scheduling”,
in Computer Networks, Vol. 40, no. 4, Elsevier
Science, Nov 2002, pp. 577-593.
·
HT Ngin and CK Tham, “A
control-theoretical approach for achieving fair bandwidth allocations in
core-stateless networks”, in Computer Networks,
Vol. 40, no. 6, Elsevier Science, Dec 2002, pp. 727-741.
·
SL Tan, CK Tham and LH Ngoh, “Connection
set-up and QoS monitoring in ATM networks”, International Journal of Network Management,
Vol. 13, Issue 3, Wiley, 2003.
·
CK Tham,
Q Yao and Y Jiang, “A multi-class probabilistic
priority scheduling discipline for differentiated services networks”, Computer Communications, Elsevier
Science, Vol. 25, Issue 17, Nov 2002, pp. 1487-1496.
·
Y Jiang, CK Tham, CC Ko,
“A
probabilistic priority scheduling discipline for multi-service networks”, Computer Communications, Elsevier
Science, Vol. 25, Issue 13, pp. 1243-1254, Aug 2002.
·
CK Tham,
J Mai and LWC Wong, “A
QoS-based Routing Algorithm for PNNI ATM Networks”,
Computer Communications, Elsevier Science, Vol. 25, Issue 7, pp.
714-729, May 2002.
·
Y Jiang, CK Tham and CC Ko,
“Delay
Analysis of a Probabilistic Priority Discipline”, European Transactions on
Telecommunications, Vol. 13, No. 6, Nov/Dec 2002, pp. 563-577.
·
Y Jiang, CK Tham and CC Ko, “An
Approximation for Waiting Time Tail Probabilities in Multi-Class Systems”, IEEE
Communications Letters, Vol. 5, No. 4, pp. 175-177, Apr 2001.
·
WS Soh and CK Tham, “Modular
Neural Networks for Multi-Service Connection Admission Control”, Computer
Networks, Vol. 36, no. 2-3, Elsevier Science, July 2001, pp.
181-202.
·
Y Jiang, CK Tham and CC Ko, “Challenges
and Approaches in Providing QoS Monitoring”, International
Journal of Network Management, Vol. 10, Issue 6, pp. 323-334, Wiley, Nov
2000.
·
CK Tham, YM Jiang and CC Ko, “Monitoring
QoS Distribution in Multimedia Networks”, International
Journal of Network Management, Vol. 10, Issue 2, pp. 75-90, Wiley, Mar/Apr
2000.
·
M Ranganath, RR Pillai,
KS Lee and CK Tham, “The
implementation and performance evaluation of hand-off in a CORBA-based WATM signalling system”, J. Indian Inst. Sci.,
Vol. 80, No. 3, pp. 225-237, Mar-Apr 2000.
·
Nelson OL Ng
and CK Tham, “Connection
Admission Control of ATM Network using Integrated MLP and Fuzzy Controllers”,
Computer
Networks, Vol. 32, issue 1, pp. 61-79, Elsevier Science, Jan
2000.
·
Y Jiang, CK Tham and CC Ko,
“QoS Distribution Monitoring for Performance Management in
Multimedia Networks”, Journal of Interoperable Communication Networks
(ICON) (Special Issue: QoS Management in Wired
& Wireless Multimedia Communication Networks), Vol. 2, Issue 2, pp.
265-272, Baltzer Science, in cooperation with ACTS,
1999.
·
LH Ngoh, CK Tham, et al, “SingAREN: the Singapore Advanced Research and Education
Network”, in IEEE
Communications Magazine, Special Issue on Telecommunications Markets,
Industry and Infrastructure in Asia, Vol. 36, No. 11, Nov 1998.
·
CK Tham,
“Reinforcement
Learning of Multiple Tasks using a Hierarchical CMAC Architecture”, in Robotics and Autonomous Systems, Special
Issue on Reinforcement Learning and Robotics, ed. B Krose,
Vol. 15, No. 4, pp. 247-274, Elsevier Science, Oct 1995.
International Conferences (60 papers)
·
WL Yeow and CK Tham, “Service Differentiation and Load
Balancing in Grid Architecture”, to appear in Proceedings of 2004 IEEE
International Conference on Networks (ICON 2004) - Workshop on Coordinated QoS in Distributed Systems (COQODS), Singapore, 17-19
November 2004.
·
DL Chetret, CK Tham
and LWC Wong, “Reinforcement Learning and CMAC-based Adaptive Routing for MANETs”, to appear in Proceedings of 2004 IEEE
International Conference on Networks (ICON 2004),
·
A Tolstikov, CK Tham and Jit Biswas, “Providing
End-to-End QoS in Distributed Computation using
Non-Greedy Task Synchronization”, to appear in Proceedings of 2004 IEEE
International Conference on Networks (ICON 2004) - Workshop on Coordinated QoS in Distributed Systems (COQODS), Singapore, 17-19
November 2004.
·
A Tolstikov, CK Tham, Jit Biswas "Resource Load
Control for Timing Guarantees in Cyclic Grid Computations", in Proceedings
of International Conference on Scientific & Engineering Computation (IC-SEC
2004), Singapore, 30 June – 2 July 2004.
·
CK Tham,
DB Yagan, WL Yeow and LWC Wong, “Collaborative Processing in Sensor Networks
with Assured QoS”, Workshop On
·
CW Tan and CK Tham, "Efficient
Implementation of Relative Differentiated Services using Proportional
Probabilistic Priority", in Proceedings of IEEE International
Conference on Networks (ICON 2003), Sydney, Australia, 28 Sept-1 Oct 2003.
·
TCK Hui and CK Tham, “Reinforcement
Learning-based Dynamic Bandwidth Provisioning for Quality of Service in
Differentiated Services Networks”, in Proceedings of IEEE International
Conference on Networks (ICON 2003), Sydney, Australia, 28 Sept-1 Oct 2003.
·
CW Tan and CK Tham, "Achieving
Relative Differentiated Services using Proportional Probabilistic Priority
Scheduling on Network Processor", in Proceedings of 6th IFIP/IEEE
International Conference on Management of Multimedia Networks and Services
(MMNS 2003), Belfast, Northern Ireland, 7-10 Sept 2003.
·
W Feng, AA
Kassim and CK Tham, “Layered
Self-Identifiable and Scalable Video Codec for Delivery to Heterogeneous
Receivers”, in Proceedings of SPIE Visual Communications and Image
Processing (VCIP) 2003, 8-11 July 2003, Lugano,
Switzerland.
·
Y Liu, CK Tham and TCK Hui, “MAPS: A Localized
and Distributed Adaptive Path Selection Scheme in MPLS Networks”, in
Proceedings of 2003 IEEE Workshop on High Performance Switching and Routing
(HPSR 2003),
·
CK Tham,
YS Gan and Y Jiang, "Congestion
Adaptation and Layer Prioritization in a Multicast Scalable Video Delivery
System", in Proceedings of IEEE/EURASIP Packet Video 2003 (PV 2003),
28-29 Apr 2003,
·
CK Tham,
Y Jiang and YS Gan, "Layered
Coding for a Scalable Video Delivery System”, in Proceedings of
IEEE/EURASIP Packet Video 2003 (PV 2003), 28-29 Apr 2003,
·
CW Tan and CK Tham, “Proportional Bandwidth
Guaranteed Probabilistic Priority Scheduling for Assured Forwarding”, IEEE High
Speed Networking (HSN 2003) Workshop, in conjunction with IEEE INFOCOM 2003,
San Francisco, CA, USA, 30 Mar 2003.
·
L Yuan, CK Tham and AL Ananda, "A Probing
Approach for Effective Distributed Resource Reservation", in
Proceedings of 2nd International Workshop on QoS in
Multi-Service IP Networks (QoSIP 2003), Milan, Italy,
24-26 Feb 2003, Springer Lecture Notes in Computer Science (LNCS) 2601, pp.
672-688.
·
Ngin HT and CK Tham, “A
Control Theoretical Approach for Fair Share Computation in Core Stateless
Networks”, in “From QoS Provisioning to QoS Charging”, Proceedings of the 3rd COST 263
International Workshop on Quality of future Internet Services (QofIS’02), 16-18
Oct 2002, Zurich, Switzerland, Springer Lecture Notes in Computer Science
(LNCS) 2511, Heidelberg, Oct 2002, pp. 90-99.
·
M Shivanajay, CK Tham and D Srinivasan, “Mobile
Agents based Routing Protocol for Mobile Ad Hoc Networks”, in Proceedings
of IEEE GLOBECOM 2002, 17-21 Nov 2002, Taipei, Taiwan.
·
CK Tham
and Y Liu, "Minimizing
Transmission Costs through Adaptive Marking in Differentiated Services Networks",
in "Managing IP Multimedia End-to-End", Proceedings of 5th IFIP/IEEE
International Conference on Management of Multimedia Networks and Services
(MMNS 2002), 6-9 Oct 2002, Santa Barbara, CA, United States, Springer Lecture
Notes in Computer Science (LNCS) 2496, Heidelberg, Oct 2002, pp. 237-249.
·
YS Gan and CK Tham, "Random
Early Detection Assisted Layered Multicast", in "Managing IP
Multimedia End-to-End", Proceedings of 5th IFIP/IEEE International
Conference on Management of Multimedia Networks and Services (MMNS 2002), 6-9
Oct 2002, Santa Barbara, CA, United States, Springer Lecture Notes in Computer
Science (LNCS) 2496, Heidelberg, Oct 2002, pp. 341-353.
·
CK Tham
and VR Subramaniam, "Integrating
Web Server and Network QoS to Provide End-to-End
Service Differentiation", in "Towards Network Superiority",
Proceedings of IEEE International Conference on Networks 2002 (ICON 2002),
27-30 Aug 2002,
·
S Marwaha, CK Tham and D Srinivasan, "A
Novel Routing Protocol using Mobile Agents and Reactive Route Discovery for
Ad-Hoc Wireless Networks", in "Towards Network Superiority",
Proceedings of IEEE International Conference on Networks 2002 (ICON 2002),
27-30 Aug 2002, Singapore.
·
HT Ngin and CK Tham, "Achieving
Proportional Delay Differentiation Efficiently", in "Towards
Network Superiority", Proceedings of IEEE International Conference on
Networks 2002 (ICON 2002), 27-30 Aug 2002,
·
C Wang, CK Tham and Y Jiang, “A
Framework for Integrating Network QoS and End System QoS”, IEEE International Conference on Communications
(ICC 2002),
·
V Subramaniam
and CK Tham, “Integrating
Network QoS to Provide Differentiated Service in a
Web Server”, in Proceedings of IEEE International Performance, Computing
and Communications Conference (IPCCC 2002),
·
Q Liao, CK Tham, YS Wong, J
Wang and C Choy, “A Web-Based
Material Requirement Planning Integrated Application”, in Proceedings of
5th IEEE International Conference on Enterprise Distributed Object Computing
(EDOC 2001), Seattle, Washington, USA, Sept 2001, pp. 14-21.
·
Q Liao, CK Tham and C Choy, “A Distributed
Object Based Integrated System for Material Requirement Planning and Job Shop
Simulation”, in Proceedings of 2001 3rd International Symposium on
Distributed Objects and Applications (DOA 2001), Rome, Italy, Sept 2001, pp.
31-35 (short papers).
·
HT Ngin and CK Tham, “A
Control-Theoretical Approach to Achieving Fair Bandwidth Allocations in
Core-Stateless Networks”, International Workshop on Quality of Service IWQoS 2001,
·
Y Jiang, CK Tham and CC Ko, “A
Probabilistic Priority Scheduling Discipline for Multi-Service Networks”,
in Proceedings of the 6th IEEE Symposium on Computers and Communications (ISCC
2001), Hammamet, Tunisia, July 2001.
·
Z Ren, CK
Tham, CC Foo and CC Ko,
“Integration
of Mobile IP and Multi-Protocol Label Switching”, in Proceedings of IEEE
International Conference on Communications (ICC’2001),
·
Y Jiang, CK Tham and CC Ko, “A
Probabilistic Priority Scheduling Discipline for High Speed Networks”, in
Proceedings of 2001 IEEE Workshop on High Performance Switching and Routing
(HPSR 2001),
·
CK Tham, H Du,
WC Chin, CK Heng and P Gopalakrishnakone, “An
Information and Analysis System for Coronary Artery Disease (CAD) Diagnostic
Gene Microarray”, in Proceedings of 2000
International Forum on Biochip Technologies (IFBT’2000), International
Conference on Engineering and Technological Sciences, Beijing, China, 11-14 Oct
2000.
·
RKY Chow and CK Tham, “Scalable
Video Delivery to Unicast Handheld-based Clients”,
in Proceedings of the 2000 IEEE International Conference on Networks (IEEE ICON
2000), Singapore, Sept 2000, pp. 93-98.
·
SL Tan, CK Tham and LH Ngoh,
“QoS-based Connection Set-Up in ATM Networks”, in Proceedings
of the 2000 IEEE International Conference on Networks (IEEE ICON 2000),
Singapore, Sept 2000, pp. 115-119.
·
R Joshi and CK Tham, “Integrated
Quality of Service and Network Management”, in Proceedings of the 2000 IEEE
International Conference on Networks (IEEE ICON 2000), Singapore, Sept 2000,
pp. 497.
·
Z Ren, CK
Tham and CC Ko,
“Supporting Multi-Protocol Label Switching in
·
YM Jiang, CK Tham and CC Ko,
“Providing
Quality of Service Monitoring: Challenges and Approaches”, The Networked Planet:
Management Beyond 2000 - Proceedings of the 2000 IEEE/IFIP Network
Operations and Management Symposium (NOMS’2000),
·
RA Lou and CK Tham, “Real-Time Data Transfer using
Real-Time SNMP MIB”, in Proceedings of the 6th International Conference on
Real-Time Computing Systems and Applications (RTCSA’99), Hong Kong, 13-15 Dec
1999, IEEE Computer Society.
·
YM Jiang, CK Tham and CC Ko,
“A QoS Distribution Monitoring Scheme for Performance
Management of Multimedia Networks”, in Proceedings of the 1999 Global
Telecommunications Conference (IEEE GLOBECOM’99), Dec 5-9 1999, Rio de Janeiro,
Brazil, pp. 64-68.
·
CK Tham, RKY Chow and YS Gan,
“Scalable Video Distribution to Heterogeneous Receivers”,
·
CK Tham,
RA Lou and HT Ngin, “Minimum
Queuing Delay: An Adaptive Algorithm for Scheduling in a Dynamic Job Shop”,
in Proceedings of IEEE IECON’99,
·
CK Tham
and RA Lou, “A
Real-Time Management Information Base on an Embedded System”, in
Proceedings of the 1st New Zealand Embedded Systems Conference,
Auckland, NZ, July 1999.
·
YM Jiang, CK Tham and CC Ko,
“An
Improved Real-Time Flow Monitoring Scheme”, in Proceedings of the IEEE
International Conference on Telecommunications (ICT), Cheju
Island, South Korea, June 1999.
·
M Ranganath, RR Pillai, KS Lee and CK Tham, “The
Implementation and Performance Evaluation of a CORBA-based Handoff Control
Scheme for Wireless Mobile ATM Networks”, Second IEEE International
Workshop on Wireless Mobile ATM Implementations, San Francisco, CA, USA, 2-4
June 1999.
·
HK Tan, RR Pillai and CK Tham,
“Impact of ATM Cell Delay on Multimedia Applications”, Applied
Telecommunication Symposium, 1999 Advanced Simulation Technologies Conference
(ASTC-99),
·
HT Ngin, CK Tham and WS Soh, “Generalised
Minimum Queuing Delay: An Adaptive Multi-rate Service Discipline for ATM
Networks”, in Proceedings of IEEE INFOCOM’99,
·
JN Mai, CK Tham and LWC Wong, “A QoS-based Hierarchical Routing Algorithm for ATM Networks”,
in Proceedings of the 1998 IEEE Asia Pacific Conference on Communications /
Singapore International Conference on Communication Systems (APCC/ICCS'98),
23-27 Nov 1998, Singapore, vol. 1, pp. 9-13.
·
HT Ngin, CK Tham and WS Soh, “A Multirate Scheduling Algorithm using Dynamic Programming
for ATM Networks”, in Proceedings of the 1998 IEEE Asia Pacific Conference on
Communications / Singapore International Conference on Communication Systems
(APCC/ICCS'98), 23-27 Nov 1998, Singapore, vol. 1, pp. 97-102.
·
KS Thia and CK Tham,
“Modelling a Video-on-Demand Service over Interconnected LAN
and ATM Networks”, in Proceedings of the 1998 IEEE Asia Pacific Conference
on Communications / Singapore International Conference on Communication Systems
(APCC/ICCS'98), 23-27 Nov 1998, Singapore, vol. 2, pp. 839-844.
·
YM Jiang, CK Tham and CC Ko,
“A
Web-based Real-Time Traffic Monitoring Scheme using CORBA”, in Proceedings
of 2nd IFIP/IEEE International Conference on Management of
Multimedia networks and Services (MMNS’98), Versailles, France, 16-18 Nov 1998.
·
Nelson OL Ng
and CK Tham, “ABR Flow
Control in ATM Networks using Indirect Control Model”, in Networks '98 -
Proceedings of the 6th IEEE Singapore International Conference on Networks
(SICON’98), eds. AL Ananda, HK Pung & WG Wang, Singapore, 30 June - 3 July
1998, pp. 35-49.
·
CK Tham
and WS Soh, “Multi-service
Connection Admission Control using Modular Neural Networks”, in Proceedings
of IEEE
INFOCOM'98,
·
CK Tham
and WS Soh, “ATM
Connection Admission Control using Modular Neural Networks”, in Proceedings of the 1997 IEEE International
Workshop on Applications of Neural Networks to Telecommunications (IWANNT’97),
Melbourne, Australia, pp. 71-78, June 1997.
·
WS Soh and CK Tham, “Flow
Control for ABR Service in ATM Networks using Modular Neural Networks”,
IEEE Singapore International Conference on Networks (SICON’97), pp. 17-31,
·
CK Tham,
“A
Hierarchical CMAC Architecture for Context Dependent Function Approximation”,
in Proceedings of the IEEE International Conference on Neural Information
Processing (ICONIP’96), Hong Kong, ed.s Amari, Xu, Chan & Leung, pp.
53-58, Sept 1996.
·
CK Tham,
“On-line
Learning using Hierarchical Mixtures of Experts”, in Proceedings of IEE
Fourth International Conference on Artificial Neural Networks, Cambridge, U.K.,
pp. 347-351, June 1995.
·
CK Tham
and RW Prager, “A Modular
Q-Learning Architecture for Manipulator Task Decomposition”, in Machine
Learning: Proceedings of the Eleventh International Conference (ML94), New
Jersey, USA, ed.s Cohen, W. and Hirsh, H., pp.
309-317, Morgan Kaufmann Publishers, July 1994.
·
CK Tham
and RW Prager, “Reinforcement
Learning Methods for Multi-Linked Manipulator Obstacle Avoidance and Control”,
in Proceedings of the IEEE Asia-Pacific Workshop on Advances in Motion Control,
Singapore, pp. 140-145, July 1993.
·
CK Tham
and RW Prager, “Reinforcement
Learning for Multi-Linked Manipulator Control”, in Advances in Artificial
Intelligence - Theory and Application, Vol. II of Proceedings of Sixth
International Conference on Systems Research Informatics and Cybernetics,
Baden-Baden, Germany, pp. 25-30, Aug
1992.
·
Z Ren, CK
Tham, CC Foo and CC Ko, “The Integration of
Mobile IP and MPLS”, draft-ietf-mobile-ip-mpls-00.txt,
presented at 48th IETF Meeting, Pittsburgh, PA, USA, 30 July-4 Aug, 2000. Presentation
slides at IETF site.
CK Tham, “Online
Function Approximation for Scaling Up Reinforcement Learning”, Department
of Engineering,
Awards & Competitions
1st
Runner Up, SingAREN/Sun-Netscape
·
CK Tham, “Policy-based
Quality of Service (QoS) Management in the Internet2 QoS Backbone (QBone)”, SingAREN Seminar Series,
·
CK Tham et al, SeeWAVE – Scalable Video Delivery over the Internet,
half-day symposium, NUS,
·
CK Tham, “Quality of Service (QoS) Management in the Internet2 QoS
Backbone (QBone)”, SingAREN
Seminar
·
CK Tham, “Factory Scheduling
using Java and Jini Technologies”, NSTB TechMonth Public Seminar,
·
CK Tham, “Nurturing Advanced
Applications on Internet2 - the SingAREN Experience”,
IBM Internet2
·
CK Tham, “SingAREN
– The
·
CK Tham, “IP Switching Over ATM”,
·
CK Tham, “Engineering and
Real-Time Applications”, Asia-Pacific Advanced Network (APAN)-SingAREN Applications Workshop, 19-21 Oct 1997.
·
CK Tham, “Advanced Topics in
Computer Networks”, Defence Technology Systems Course
(DTSC),
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