PUBLICATIONS
Assoc Prof THAM Chen Khong, Dept of ECE, National University of Singapore.
E-mail: eletck@nus.edu.sg
Selected Journal Papers
- Yang,
Lu; Guo, Songtao; Tham, CK; et al, PreM-FedIoV: A
Novel Federated Reinforcement Learning Framework for Predictive
Maintenance in IoV, IEEE Transactions on Mobile
Computing, Volume: 23, Issue: 12, December 2024.
- Chattopadhyay
R; Tham C-K (2023, Jan). Joint Sensing and Processing Resource Allocation
in Vehicular Ad-Hoc Networks, IEEE Transactions on Intelligent Vehicles,
Jan 2023, vol. 8, issue 1, pp. 616-627. doi:
10.1109/TIV.2021.3124208.
- J
Xie, Z Yang, X Lai, Y Liu, X B Yang, T-H Teng and CK Tham, Deep
Reinforcement Learning for Dynamic Incident-Responsive Traffic Information
Dissemination, Transportation Research Part E: Logistics and
Transportation Review, vol. 166, Oct 2022.
- Pan
J; Yang Z; Yap SHK; Zhang X; Xu Z; Li Y; Luo Y; Zamburg E; Liu EX; Tham CK
(2022, Sep). Non-destructive online seal integrity inspection utilizing
autoencoder-based electrical capacitance tomography for product packaging
assurance Food Packaging and Shelf Life 33(). doi:
10.1016/j.fpsl.2022.100919.
- Yap
SHK; Pan J; Dao VL; Zhang X; Wang X; Teo WZ; Zamburg E; Tham C-K; Yew WS;
Poh CL (2022, May). Engineered Nucleotide Chemicapacitive
Microsensor Array Augmented with Physics-Guided Machine Learning for
High-Throughput Screening of Cannabidiol SMALL 18(22). doi:
10.1002/smll.202107659.
- Zhou
C; Tham C-K; Motani M (2022, Mar). Long-Term Incentives for
Contributor-Initiated Proactive Sensing in Mobile Crowdsensing IEEE
TRANSACTIONS ON SYSTEMS MAN CYBERNETICS SYSTEMS 52(3) 1475-1491. doi: 10.1109/TSMC.2020.3020716.
- R
Chattopadhyay and CK Tham, “Joint Sensing and Processing Resource
Allocation in Vehicular Ad-Hoc Networks”, IEEE Transactions on Intelligent
Vehicles, Nov 2021, 8(1) 616-627. doi:
10.1109/TIV.2021.3124208.
- Pan
J; Li Y; Luo Y; Zhang X; Wang X; Wong DLT; Heng C-H; Tham C-K; Thean AV-Y
(2021, Nov). Hybrid-Flexible Bimodal Sensing Wearable Glove System for
Complex Hand Gesture Recognition ACS SENSORS 6(11) 4156-4166. doi: 10.1021/acssensors.1c01698.
- Pan
J; Low KL; Ghosh J; Jayavelu S; Ferdaus MM; Lim
SY; Zamburg E; Li Y; Tang B; Wang X (2021, Jul). Transfer Learning-Based
Artificial Intelligence-Integrated Physical Modeling
to Enable Failure Analysis for 3 Nanometer and
Smaller Silicon-Based CMOS Transistors ACS APPLIED NANO MATERIALS 4(7)
6903-6915. doi: 10.1021/acsanm.1c00960.
- Pan
J, Luo Y, Li Y, CK Tham, Heng C-H and Thean AV-Y, A Wireless Multi-Channel
Capacitive Sensor System for Efficient Glove-based Gesture Recognition
with AI at the Edge”, IEEE Transactions on Circuits and Systems II, 2020.
- R
Chattopadhyay and CK Tham, “Fully and Partially Distributed Incentive
Mechanism for a Mobile Edge Computing Network”, IEEE Transactions on
Mobile Computing, June 2020, 21(1) 139-153. doi:
10.1109/TMC.2020.3003079.
- Chalapathi
GSS, Chamola V, CK Tham, Gurunarayanan S and
Ansari N, “An optimal delay aware task assignment scheme for wireless SDN
networked edge cloudlets”, Future Generation Computer Systems, vol. 102,
pp. 862-875, Sept 2019.
- Zhou
C, CK Tham and Motani M, “Online auction for scheduling concurrent delay
tolerant tasks in crowdsourcing systems”, Computer Networks, vol. 169,
2019.
- C
Zhou, C K Tham and M Motani, “Finding Decomposable Models for Efficient
Distributed Inference over Sensor Networks”, IEEE Transactions on Mobile
Computing, Vol. 18 , Issue 1, pp. 70-83, Jan 2019.
- D
V Le and C K Tham, “Quality of Service Aware Computation Offloading in an
Ad-Hoc Mobile Cloud”, IEEE Transactions on Vehicular Technology, Vol. 67,
Issue 9, pp. 8890-8904, Sep 2018.
- C
K Tham and B Cao, “Stochastic Programming Methods for Workload Assignment
in an Ad Hoc Mobile Cloud”, IEEE Transactions on Mobile Computing, Vol.
17, Issue 7, July 2018.
- Wang,
Y., Veeravalli, B., Tham, C. K., He, S., & Xu, C. “On service
migrations in the cloud for mobile accesses: A distributed approach”. ACM
Transactions on Autonomous and Adaptive Systems, 12(2), May 2017.
- CK
Tham and W Sun, “A Spatio-Temporal Incentive
Scheme with Consumer Demand Awareness for Participatory Sensing”, Computer
Networks, vol. 108, pp. 148-159, Oct 2016.
- Zeng,
Z., Tram, T. -H., Veeravalli, B., & Tham, C. K. “Operational
cost-aware resource provisioning for continuous write applications in
cloud-of-clouds”. Cluster Computing, 19(2), pp. 601-614, 2016.
- A
Jamal, CK Tham and WC Wong, “Dynamic Packet Size Optimization and Channel
Selection for Cognitive Radio Sensor Networks”, IEEE Transactions on
Cognitive Communications and Networking, vol. 1, issue 4, pp. 394-405, Dec
2015.
- C
K Tham and T Luo, “Quality of Contributed Service and Market Equilibrium
for Participatory Sensing”, IEEE Transactions on Mobile Computing, vol.
14, no. 4, pp. 829-842, Apr 2015.
- C
K Tham and T Luo, "Fairness and Social Welfare in Service Allocation
Schemes for Participatory Sensing", Computer Networks, Elsevier, vol.
73 (2014), pp. 58-71.
- T
Truong-Huu and C K Tham, “A Novel Model for Competition and Cooperation
Among Cloud Providers”, IEEE Transactions on Cloud Computing, vol. 2, no.
3, pp. 251–265, Oct 2014.
- C
K Tham and T Luo, “Sensing-Driven Energy Purchasing in Smart Grid
Cyber-Physical System”, in IEEE Transactions in Systems, Man and
Cybernetics, Part A - Systems, vol. 43, no. 4, July 2013.
- Y
Wang, B Veeravalli and C K Tham, “On Data Staging Algorithms for Shared
Data Accesses in Clouds”, IEEE Transactions on Parallel and Distributed
Systems, vol. 24, no. 4, Apr 2013.
- N
Edalat, C K Tham and W Xiao, An Auction-Based
Strategy for Distributed Task Allocation in Wireless Sensor Networks,
Computer Communications, vol. 35, no. 8, May 2012, pp. 916-928.
- Naddafzadeh,
G, P Y Kong and C K Tham, "Distributed Reinforcement Learning
Frameworks for Cooperative Retransmission in Wireless Networks". IEEE
Transactions on Vehicular Technology, vol. 59, no. 8, Oct 2010, pp.
4157-4162.
- Ge,
Y, C K Tham, P Y Kong and Y H Ang, "Dynamic End-to-end Capacity in
IEEE 802.16 Wireless Mesh Networks". Computer Networks, Vol. 54, no. 13,
Sept 2010, pp. 2147-2165.
- Naddafzadeh,
G, P Y Kong and C K Tham, "Optimal Cooperative Relaying Schemes in
IR-UWB Networks". IEEE Transactions on Mobile Computing, vol. 9, no.
7 (2010):969-981.
- Hu,
Z and C K Tham, "CCMAC: Coordinated Cooperative MAC for Wireless
LANs". Computer Networks, vol. 54, no. 4 (2010): 618-630.
- Tan,
H X, M C Chan, J Tan, P Y Kong and C K Tham, "SAUCeR:
A QoS-aware Slotted-Aloha based UWB MAC with Cooperative
Retransmissions". Wireless Communications & Mobile Computing,
Wiley (2010).
- Xiao,
W, S Zhang, J Lin and C K Tham, "Energy-Efficient Adaptive Sensor
Scheduling for Target Tracking in Wireless Sensor Networks". Journal
of Control Theory and Applications, Special Issue on Networked Sensing,
Decision Making and Control, vol. 8, no. 1 (2010).
- Qin,
Z, B Veeravalli and C K Tham, "On the Design of Fault-tolerant
Scheduling Strategies Using Primary-Backup Approach for Computational
Grids with Low Replication Costs". IEEE Transactions on Computers,
vol. 58, no. 3 (2009): 380-393.
- Hoes,
R J H, T Basten, C K Tham, M Geilen
and H Corporaal, "Quality-of-Service
Trade-off Analysis for Wireless Sensor Networks". Performance
Evaluation, vol. 66, no. 3-5 (2009): 191-208.
- Zhang,
S, M H Jr Ang, WD Xiao and C K Tham, "Eating/drinking detection using
a wearable accelerometer for daily life surveillance". Sensors,
Special Issue on Wireless Sensor Technologies and Applications, vol. 9,
(2009): 1499-1517.
- Naddafzadeh,
G, P Wang, X Dong and C K Tham, "Target Tracking with QoS Support in
Large Wireless Sensor Networks". Wireless Sensor Networks, 1000,
(2009).
- Ang,
C W and C K Tham, "iMST: A
Bandwidth-Guaranteed Topology Control Algorithm for TDMA-based Ad Hoc
Networks with Sectorized Antennas". Computer Networks, vol. 52, no. 9
(2008): 1675-1692.
- Naddafzadeh,
G, PY Kong and C K Tham, "A Low-Overhead Cooperative Retransmission
Scheme for IR-UWB Networks". Research Letters in Communications, no.
291858 (2008).
- Ang,
C W and C K Tham, "Analysis and Optimization of Service Availability
in a HA Cluster with Load-Dependent Machine Availability". IEEE
Transactions on Parallel and Distributed Systems, vol. 18, no. 10 (2007).
- Ai,
X, V Srinivasan and C K Tham, "Optimality and Complexity of Pure Nash
Equilibria in the Coverage Game". IEEE Journal on Selected Areas in
Communications, vol. 26, no. 7 (2007).
- Teo,
J Y, Y Ha and C K Tham, "Interference-Minimized Multipath Routing
with Congestion Control in Wireless Sensor Network for Multimedia
Streaming". IEEE Transactions on Mobile Computing, vol. 7, no. 9
(2008): 1124-1137.
- Liu,
Y, C K Tham and Y M Jiang, "A Calculus for Stochastic QoS
Analysis". Performance Evaluation, vol. 64, no. 6 (2007): 547-572.
- Yeow,
W L, C K Tham and W C Wong, "Energy Efficient Multiple Target
Tracking in Wireless Sensor Networks". IEEE Transactions on Vehicular
Technology, vol. 56, no. 2 (2007): 918-928.
- Qin,
Z, C K Tham and B Veeravalli, "Dynamic Load Balancing and Pricing in
Grid Computing with Communication Delay". Journal of Grid Computing,
vol. 6, no. 3 (2007): 239-253.
- Sulistio,
A, G Poduval, R Buyya and C K Tham, "On
incorporating differentiated levels of network service into GridSim". Future Generation Computer Systems-The
International Journal of Grid Computing Theory Methods and Applications,
vol. 23, no. 4 (2007): 606-615.
- Liu,
Y, C K Tham and Y M Jiang, "Conformance Analysis in Networks with
Service Level Agreements". Computer Networks, vol. 47, no. 6 (2005):
885-906.
- Tham,
C K and Y Liu, "Assured End-to-End QoS through Adaptive Marking in
Multi-Domain Differentiated Services Networks". Computer
Communications, vol. 28, no. 18 (Special Issue on Current Areas of
Interest in End-to-End QoS) (2005): 2009-2019.
- Tham,
C K and T C K Hui, "Reinforcement Learning-based Dynamic Bandwidth
Provisioning for Quality of Service in Differentiated Services
Networks". Computer Communications, vol. 28, no. 15 (2005):
1741-1751.
- Ngin,
H T and C K Tham, "Scaled time priority: an efficient approximation
to waiting time priority". Computer Networks, vol. 45, no. 4 (2004):
449-462.
- Ngin,
H T and C K Tham, "Achieving proportional delay differentiation
efficiently". Computer Communications, vol. 27, no. 2 (2004):
153-161.
- Hui,
T C K and C K Tham, "Adaptive provisioning of differentiated services
networks based on reinforcement learning". IEEE Transactions on
Systems, Man and Cybernetics Part C - Applications and Reviews, vol. 33,
no. 4 (Special issue on technologies that promote computational
intelligence in networks and Internet services) (2003): 492-501.
- Gan,
Y S and C K Tham, "Loss differentiated multicast congestion
control". Computer Networks, Vol. 41, no. 2 (2003): 161-176.
- Ngin,
H T and C K Tham, "A control-theoretical approach for achieving fair
bandwidth allocations in core-stateless networks". Computer Networks,
Vol. 40, no. 6 (2002): 727-741.
- Tham,
C K, Q Yao and Y Jiang, "Achieving differentiated services through
multi-class probabilistic priority scheduling". Computer Networks,
Vol. 40, no. 4 (2002): 577-593.
- Soh,
W S and C K Tham, "Modular neural networks for multi-service
connection admission control". Computer Networks, vol. 36, no. 2-3
(2001): 181-202.
- Ng,
N O L and C K Tham, "Connection admission control in ATM networks
using integrated MLP and fuzzy controllers". Computer Networks, vol. 32,
no. 1 (2000): 61-79. (Netherlands).
- CK
Tham, “Reinforcement learning of multiple tasks using a hierarchical CMAC
architecture”, Robotics and Autonomous Systems, vol. 15 (4), 247-274
(1995)
Recent Conference Papers
- R
Chattopadhyay and CK Tham, “MARL-enhanced Federated Learning for
Predicting Remaining Useful Lifetime”, in Proceedings of IEEE Vehicular
Technology Conference (VTC-Spring), June 2025, Oslo, Norway.
- WY
Liew and CK Tham, “Multi-Agent Soft Actor-Critic for Production Rate
Control”, in Connected Intelligence for IoT and Industrial IoT
Applications (C3IA) Workshop, Proceedings of IEEE Vehicular Technology
Conference (VTC-Spring), June 2025, Oslo, Norway.
- R
Chattopadhyay and CK Tham, A Position Aware Transformer Architecture for
Traffic State Forecasting, in Proceedings of IEEE Vehicular Technology
Conference (VTC-Spring), June 2024, Singapore.
- X
Shen and CK Tham, Multi-Agent Deep Reinforcement Learning based
Multi-Objective Resource Optimization in a Distributed Manufacturing
System, in Connected Intelligence for IoT and Industrial IoT Applications (C3IA)
Workshop, Proceedings of IEEE Vehicular Technology Conference
(VTC-Spring), June 2024, Singapore.
- X
Zhang, CK Tham and W Wang, Hierarchical Federated Learning with Edge
Optimization in Constrained Networks, in Proceedings of IEEE Vehicular
Technology Conference (VTC-Spring), June 2024, Singapore.
- Lu
Yang, Chen-Khong Tham, Songtao Guo. “FedPreM: A
Novel Federated Reinforcement Learning Framework for Predictive
Maintenance”, IEEE GLOBECOM 2023, Kuala Lumpur, Malaysia, Dec 2023.
- Tham
CK; Yang L; Khanna A; Gera B (2023, Jun). Federated Learning for Anomaly
Detection in Vehicular Networks, in Proceedings of IEEE Vehicular
Technology Conference - VTC-Spring 2023. Presented at IEEE Vehicular
Technology Conference - VTC-Spring 2023, Florence, Italy.
- Tham
CK; Sharma N; Hu J (2023, Jun). Model-based and Model-free Prescriptive
Maintenance on Edge Computing Nodes, in Connected Intelligence for IoT and
Industrial IoT Applications (C3IA) Workshop, Proceedings of IEEE Vehicular
Technology Conference - VTC-Spring 2023. Presented at IEEE Vehicular
Technology Conference - VTC-Spring 2023, Florence, Italy.
- Tham
CK; Liu W; Chattopadhyay R (2023, Jun). Prescriptive Maintenance of
Freight Vehicles using Deep Reinforcement Learning, in Proceedings of IEEE
Vehicular Technology Conference - VTC-Spring 2023. Presented at IEEE
Vehicular Technology Conference - VTC-Spring 2023, Florence, Italy.
- R
Chattopadhyay and CK Tham, “Mixture of Experts based Model Integration for
Traffic State Prediction”, in Proceedings of IEEE Vehicle Technology
Conference (VTC) 2022, Helsinki, Finland, June 2022.
- CK
Tham and R Rajagopalan, “Active Learning for IoT Data Prioritization in
Edge Nodes Over Wireless Networks”, IEEE IECON 2020, Singapore.
- N
Sharma and C K Tham, “Predictive Maintenance Using GPU-accelerated
Partially Observable Markov Decision Process”, in Proceedings of IEEE 25th
International Conference on Parallel and Distributed Systems (IEEE ICPADS
2019), Tianjin, China, Dec 2019.
- R
Chattopadhyay and C K Tham, “A Scalable MDP-based Sensing and Processing
Framework for Vehicular Networks”, PerVehicle
Workshop, IEEE PerCom 2019, Kyoto, Japan, 11-15
March 2019.
- C
Zhou and C K Tham, “GraphEL: A Graph-based
Ensemble Learning Method for Distributed Diagnostics and Prognostics in
the Industrial Internet of Things”, IEEE 24th International Conference on
Parallel and Distributed Systems (IEEE ICPADS 2018), Singapore, Dec 2018.
- C
Zhou and C K Tham, “Deadline-aware Peer-to-Peer Task Offloading in
Stochastic Mobile Cloud Computing Systems”, IEEE SECON 2018, Hong Kong,
June 2018.
- C
Zhou, Q Li and C K Tham, “Information-Driven Distributed Sensing for
Efficient Bayesian Inference in Internet of Things Systems”, IEEE SECON
2018, Hong Kong, June 2018.
- D
V Le and C K Tham, “A Deep Reinforcement Learning (DRL)-based offloading
Scheme in Ad-hoc Mobile Clouds”, IECCO Workshop, IEEE Infocom 2018,
Honolulu, Hawaii, USA, April 2018.
- C
Zhou and C K Tham, “Where to Process: Deadline-aware Online Resource
Auction in Mobile Edge Computing”, SmartEdge
2018 Workshop, IEEE PerCom 2018, Athens, Greece, March 2018.
- C
Zhou, C K Tham and M Motani, “Online Auction for Truthful Stochastic
Offloading in Mobile Cloud Computing”, IEEE GLOBECOM 2017, Singapore, Dec
2017.
- D
V Le and C K Tham, “An Optimization-based Approach to Offloading in Ad-Hoc
Mobile Clouds”, IEEE GLOBECOM 2017, Singapore, Dec 2017.
- D
V Le and C K Tham, “Machine Learning (ML)-based Air Quality Monitoring
using Vehicular Sensor Networks”, IEEE ICPADS 2017: International
Conference on Parallel and Distributed Systems, Shenzhen, China, Dec 2017.
- C
Zhou, C K Tham and M Motani, “Auction Meets Queuing: Information-Driven
Data Purchasing in Stochastic Mobile Crowdsensing”, IEEE SECON 2017, San
Diego, CA, USA, 12-14 June 2017.
- C
K Tham and R Chattopadhyay, “A Load Balancing Scheme for Sensing and
Analytics on a Mobile Edge Computing Network”, IEEE WoWMoM 2017, Macau,
12-15 June 2017.
- V
Chamola, C K Tham and G S S Chalapathi,
“Latency Aware Mobile Task Assignment and Load Balancing for Edge
Cloudlets”, IEEE SmartEdge 2017, IEEE PerCom 2017, Kona, Hawaii, USA, 13-17 Mar 2017.
- D
V Le, C K Tham and Y Zhu, “Quality of Information (QoI)-Aware
Cooperative Sensing in Vehicular Sensor Networks”, IEEE IQ2S, IEEE PerCom
2017, Kona, Hawaii, USA, 13-17 Mar 2017.
- C
Zhou, CK Tham and M Motani, “Optimizing Graphical Model Structure for
Distributed Inference in Wireless Sensor Networks”, IEEE SECON 2016,
London, UK, June 2016. (26.29% acceptance rate for full papers)
- Y
Zhu, J Li, L Liu and CK Tham, iCal: Intervention-free Calibration for
Measuring Noise with Smartphones, IEEE 21st International Conference on
Parallel and Distributed Systems (ICPADS) 2015, Melbourne, Australia.
- W
Sun and C K Tham, “An Information Driven Incentive Scheme with Consumer
Demand Awareness for Participatory Sensing”, IEEE SECON 2015, Seattle,
USA, June 2015.
- W
Sun and C K Tham, “A Spatio-Temporal Incentive
Scheme with Consumer Demand Awareness for Participatory Sensing”, IEEE ICC
2015, London, UK, June 2015.
- C
Zhou, C K Tham and M Motani, “QOATA: QoI-Aware
Task Allocation Scheme for Mobile Crowdsensing under Limited Budget”, 10th
International Conference on Intelligent Sensors, Sensor Networks and
Information Processing (ISSNIP) 2015, Singapore, April 2015.
- T.
Truong-Huu, C K Tham and D Niyato, “A Stochastic Workload Distribution
Approach for an Ad-Hoc Mobile Cloud”, 6th IEEE International Conference on
Cloud Computing Technology and Science (CloudCom),
Singapore, Dec 2014.
- T.
Truong-Huu, C K Tham and D Niyato, “To Offload or to Wait: An
Opportunistic Offloading Algorithm for Parallel Tasks in a Mobile Cloud”,
6th IEEE International Conference on Cloud Computing Technology and
Science (CloudCom), Singapore, Dec 2014.
- W
Sun, Q Li and CK Tham, “Wireless Deployed and Participatory Sensing System
for Environmental Monitoring”, IEEE International Conference on Sensing,
Communication & Networking (SECON 2014), Singapore, July 2014.
- M
Li and C K Tham, “Resource Scheduling in SC-FDMA Based Relay Wireless
Sensor Networks”, IEEE ICC 2014, Sydney, Australia, June 2014.
- Y
Zhang, D Niyato, P Wang and C K Tham, “Dynamic Offloading Algorithm in
Intermittently Connected Mobile Cloudlet Systems”, IEEE ICC 2014, Sydney,
Australia, June 2014.
- A
Jamal, C K Tham and W C Wong, "CR-WSN MAC: An Energy Efficient and
Spectrum Aware MAC Protocol for Cognitive Radio Sensor Network". 9th
International Conference on Cognitive Radio Oriented Wireless Networks
(CROWNCOM) 2014, Oulu, Finland, Jun 2014.
- A
Jamal, C K Tham and W C Wong, "Spectrum Aware and Energy Efficient
MAC Protocol for Cognitive Radio Sensor Networks". Workshop on Green
Cognitive Communications and Computer Networking (GCCCN), 33rd IEEE
International Conference on Computer Communications (INFOCOM 2014),
Toronto, Canada, Apr 2014.
- P
Balakrishnan and C K Tham, "Energy-efficient mapping and scheduling
of task interaction graphs for code offloading in mobile cloud
computing". IEEE/ACM 6th International Conference on Utility and
Cloud Computing (UCC) 2013, Dresden, Germany, Dec 2013.
- T
Truong-Huu and C K Tham, "A Game-theoretic Model for Dynamic Pricing
and Competition Among Cloud Providers". IEEE/ACM 6th International
Conference on Utility and Cloud Computing (UCC) 2013, Dresden, Germany,
Dec 2013.
- C
K Tham and C Zhou, “Ambient Sensing-based Incentives for Behavior Modification in Demand Response”, IEEE SmartGridComm 2013, Vancouver, Canada, Oct 2013.
- C
K Tham and T Luo, “Quality of Contributed Service and Market Equilibrium
for Participatory Sensing”, 9th IEEE International Conference on
Distributed Computing in Sensor Systems 2013 (IEEE DCoSS
2013), May 2013, Cambridge MA, USA.
- C
K Tham and M Han, “Information-driven Sensor Selection for
Energy-Efficient Human Motion Tracking”, 9th IEEE International Conference
on Distributed Computing in Sensor Systems 2013 (IEEE DCoSS
2013), May 2013, Cambridge MA, USA.
- T
Truong-Huu and C K Tham, "An Auction-based Resource Allocation Model
for Green Cloud Computing". IEEE International Conference on Cloud
Engineering (IC2E) 2013, San Francisco, CA, USA, Mar 2013.
- JKS
Lau and C K Tham: “Hidden Markov Models for Abnormal Event Processing in
Transportation Data Streams”, IEEE International Conference on Parallel
and Distributed Systems (IEEE ICPADS 2012), Workshop on Scalable Computing
for Big Data Analytics (SC-BDA), Singapore, Dec 2012.
- KS
Ang and C K Tham: “Smartphone-based Vehicular and Activity Sensing”, IEEE
International Conference on Networks (ICON 2012), Singapore, Dec 2012.
- A
Jamal, C K Tham and L Wong: “Event Detection and Channel Allocation in
Cognitive Radio Sensor Networks”, IEEE International Conference on Comunication Systems (IEEE ICCS 2012), Singapore, Nov
2012.
- Tham,
C K, "People-Centered Cloud Services
Aggregation and Exchange", Proceedings of International Conference on
Advances in Cloud Computing (ACC 2012), Bangalore, India, Jul 2012.
- T
Luo and C K Tham, “Fairness and social welfare in incentivizing
participatory sensing,” in IEEE Conference on Sensor, Mesh and Ad Hoc
Communications and Networks (IEEE SECON 2012), Jun 2012, Seoul, Korea.
- D
Panaitopol, P Y Kong, C K Tham and A Bagayoko,
"A Practical Incremental Relaying Scheme with Imperfect Feedback for
Wireless Networks". IEEE Wireless Communications and Networking
Conference (WCNC 2012), Paris, France, Apr 2012.
- Y
Wang, B Veeravalli and C K Tham, "On Data Staging Strategies for
Mobile Accesses to Cloud Services". IEEE International Conference on
Utility and Cloud Computing (UCC) 2011, Melbourne, Australia, Dec 2011.
- K
S J Lau, C K Tham and T Luo, "Participatory Cyber Physical System in
Public Transport Application". IEEE International Conference on
Utility and Cloud Computing (UCC) 2011, Melbourne, Australia, Dec 2011.
- L
L Ong, M Han, W D Xiao, C K Tham and M H Jr Ang,
"Human motion tracking in a wireless network of mobile and static
sensors". IEEE International Conference on Cybernetics and
Intelligent Systems 2011, Qingdao, China, Sep 2011.
- Hu,
Z and C K Tham, “Priority-List-based Opportunistic Cooperation - a General
Framework with Cost-Aware Utility”, Proceedings of IEEE Wireless
Communications and Networking Conference (WCNC 2011), Mar 2011, Cancun,
Mexico.
- Wong,
DTC and C K Tham, “A Cognitive Rate Separation IEEE 802.11b MAC with
Airtime Fairness”, Proceedings of IEEE International Conference on Communication
Systems (IEEE ICCS 2010), 17-19 Nov 2010, Singapore.
- Wong,
DTC, S Zheng and C K Tham, “Performance Analysis of a Multi-Rate IEEE
802.11 MAC with Network Coding”, Proceedings of IEEE International
Conference on Communication Systems (IEEE ICCS 2010), 17-19 Nov 2010,
Singapore.
- Wong,
DTC, AT Hoang and C K Tham, "Airtime Fairness in a Rate Separation
IEEE 802.11b MAC". Proceedings of IEEE Vehicular Technology
Conference VTC2010-Spring, 16 - 19 May 2010, Taipei, Taiwan.
- Panaitopol,
D, J Fiorina, PY Kong and C K Tham, "The Effect of Impulsiveness in
Inter-Cell Interference on Throughput of TH-IR-UWB Networks".
Proceedings of IEEE Wireless Communications and Networking Conference
(WCNC 2010), 18 - 21 Apr 2010, Sydney, Australia
- Mar,
CH, PY Kong and C K Tham, "High Throughput Interweave Cooperative
Wireless MAC Protocol for Congested Environment". Proceedings of IEEE
Wireless Communications and Networking Conference (WCNC 2010), 18 - 21 Apr
2010, Sydney, Australia
- Kong,
PY, CH Mar and C K Tham, "CoRex: A Simple
MAC Layer Cooperative Retransmission Scheme for Wireless Networks".
Proceedings of IEEE Wireless Communications and Networking Conference
(WCNC 2010), 18 - 21 Apr 2010, Sydney, Australia
- Edalat,
N, W Xiao, C K Tham and E Keikha,
"Distributed Winner Determination Protocol for Reverse Auction-based
Task Allocation in Pervasive Computing". Proceedings of Eighth Annual
IEEE International Conference on Pervasive Computing and Communications
(PerCom 2010), 29 Mar - 2 Apr 2010, Mannheim, Germany
- Tan,
H X, M C Chan, W Xiao, P Y Kong and C K Tham,
"Information-Quality Aware Routing in Event-Driven Sensor
Networks". Proceedings of IEEE INFOCOM 2010, 15 - 19 Mar 2010, San Diego, USA
- Ng,
WS, JCM Teo, WT Ang, S Viswanathan and C K Tham, "Experiences on
Developing SOA based Mobile Healthcare Services". Proceedings of IEEE
Asia-Pacific Services Computing Conference (IEEE APSCC 2009), 7 - 11 Dec
2009, Singapore
- Edalat,
N, W Xiao, E Keikha, L L
Ong and C K Tham, "A Price-based Adaptive Task Allocation for
Wireless Sensor Network". International Workshop on Advanced
Applications in Wireless Sensor Networks (WAASN'09), Proceedings of Sixth
IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE
MASS 2009), 12 - 15 Oct 2009, Macau, Macau SAR, China
- Naddafzadeh,
G, PY Kong and C K Tham, "Cooperative Retransmissions Using Markov
Decision Process with Reinforcement Learning". Proceedings of IEEE
International Symposium on Personal, Indoor and Mobile Radio
Communications (PIMRC’09), 13 - 16 Sep 2009, Tokyo, Japan
- Zheng,
SK, YC Liang, C K Tham and P Y Kam, "Design of MAC with Cooperative
Spectrum Sensing in Ad Hoc Cognitive Radio Networks". Proceedings of
IEEE Intl Symposium on Personal, Indoor and Mobile Radio Communications
2009 (IEEE PIMRC’09), 13 - 16 Sep 2009, Tokyo, Japan
- Zheng,
SK, PY Kong and C K Tham, "A Novel Routing Metric for Multi-Hop
Cooperative Wireless Networks". Proceedings of IEEE Intl Symposium on
Personal, Indoor and Mobile Radio Communications 2009 (IEEE PIMRC’09), 13
- 16 Sep 2009, Tokyo, Japan
- Hoang,
AT, WL Yeow, PY Kong and C K Tham, "Throughput Performance of
Back-Pressure Scheduling in Wireless Cooperative Networks".
Proceedings of IEEE Intl Symposium on Personal, Indoor and Mobile Radio
Communications 2009 (IEEE PIMRC’09), 13 - 16 Sep 2009, Tokyo, Japan
- Hu,
Z and C K Tham, "SI-CCMAC: Sender Initiating Concurrent Cooperative
MAC for Wireless LANs". Proceedings of 7th Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and
Wireless Networks (WiOpt 2009), 23 - 27 Jun
2009, Seoul, South Korea
- Xiao,
WD, SM Low, C K Tham and S Das, "Prediction based Energy-Efficient
Task Allocation for Delay-Constrained Wireless Sensor Networks".
Proceedings of Sixth Annual IEEE Communications Society Conference on
Sensor, Mesh, and Ad Hoc Communications and Networks (IEEE SECON 2009)
Workshops, 22 - 25 Jun 2009, Rome, Italy
- Yeow,
WL, AT Hoang and C K Tham, "On Average Packet Delay Bounds and Loss
Rates of Network-Coded Multicasts over Wireless Downlinks".
Proceedings of IEEE International Conference on Communications (ICC'09),
14 - 18 Jun 2009, Dresden, Germany
- Yeow,
WL, AT Hoang and C K Tham, "Minimizing Delay for Multicast-Streaming
in Wireless Networks with Network Coding". Proceedings of IEEE 28th
Conference on Computer Communications (IEEE INFOCOM 2009). 19 - 25 Apr 2009, Rio de Janeiro, Brazil
- Ai,
X, V Srinivasan and C K Tham, "Wi-Sh: A
Simple, Robust Credit Based Wi-Fi Community Network". Proceedings of
IEEE 28th Conference on Computer Communications (IEEE INFOCOM 2009). 19 - 25 Apr 2009,
Rio de Janeiro, Brazil
- Naddafzadeh,
G, PY Kong and C K Tham, "A Cooperative Retransmission Scheme in
Wireless Networks with Imperfect Channel State Information".
Proceedings of IEEE Wireless Communications & Networking Conference
(WCNC 2009), 5 - 8 Apr 2009, Budapest, Hungary
- Naddafzadeh,
G, PY Kong and C K Tham, "Markov Decision Process Frameworks for
Cooperative Retransmission in Wireless Networks". Proceedings of IEEE
Wireless Communications & Networking Conference (WCNC 2009), 5 - 8 Apr
2009, Budapest, Hungary
- Ong
L L, W Xiao, C K Tham and M H Jr Ang,
"Resource Constrained Particle Filtering for Real-time Multi-Target
Tracking in Sensor Networks". Proceedings of Seventh Annual IEEE
International Conference on Pervasive Computing and Communications (PerCom
2009), 9 - 13 Mar 2009, Galveston, Texas, USA
- Hoes,
RJH, T Basten, WL Yeow, C K Tham, M Geilen and H Corporaal,
"QoS Management for Wireless Sensor Networks with a Mobile
Sink". Proceedings of 6th European Conference on Wireless Sensor
Networks (EWSN 2009), 11 - 13 Feb 2009, Cork, Ireland
- Wong,
DTC and C K Tham, "Burst Mode Cooperative MAC Protocol in Ad Hoc
Wireless Networks". Proceedings of IEEE Intl Conf Communication
Systems (ICCS'08), 19 - 21 Nov 2008, Guangzhou, China
- Naddafzadeh,
G, P Wang, X Dong, Z A Eu and C K Tham, "A QoS Network Architecture
for Multi-hop, Multi-sink Target Tracking Wireless Sensor Networks".
Proceedings of IEEE International Conference on Communications Systems
(ICCS’08), 19 - 21 Nov 2008, Guangzhou, China
- Hu,
Z and C K Tham, "CCMAC: Coordinated Cooperative MAC for Wireless
LANs". Proceedings of 11th ACM International Conference on Modeling, Analysis and Simulation of Wireless and
Mobile Systems (MSWiM 2008), 27 - 31 Oct 2008,
Vancouver, B.C., Canada
- Tan,
J, M C Chan, H X Tan, P Y Kong and C K Tham, "A Medium Access Control
protocol for UWB sensor network with QoS support". The 33rd IEEE
Conference on Local Computer Networks (LCN 2008), 13 - 17 Oct 2008,
Montreal, Canada
- Naddafzadeh,
G, PY Kong, H X Tan, R K Patro, M C Chan and C K Tham, "A Resource
Allocation Scheme to Achieve Fairness in TH-UWB Sensor Networks with
Near-Far Effects". Proceedings of IEEE International Symposium on
Personal, Indoor and Mobile Radio Communications (PIMRC 2008), 15 - 18 Sep
2008, Cannes, France
- Naddafzadeh,
G, P Y Kong and C K Tham, "A Cooperative Retransmission Scheme for
IR-UWB Networks". Proceedings of 2008 IEEE International Conference
on Ultra-Wideband (ICUWB 2008), 10 - 12 Sep 2008, Hannover, Germany (Best Student Paper Award)
- Han,
M, G Naddafzadeh, P Wang and C K Tham, "Mobile Target Tracking for
Healthcare Applications: Trade-off between Accuracy and Energy".
Proceedings of Tenth International Conference on e-Health Networking,
Applications and Services (IEEE Healthcom 2008),
7 - 9 Jul 2008, Singapore
- Zhang,
S, M H Jr Ang, W Xiao and C K Tham, "Detection of Activities for
Daily Life Surveillance: Eating and Drinking". Proceedings of Tenth
International Conference on e-Health Networking, Applications and Services
(IEEE Healthcom 2008), 7 - 9 Jul 2008, Singapore
- Tolstikov,
A G, J Biswas, C K Tham and P Yap, "Eating Activity Primitives
Detection – a Step Towards ADL Recognition". Proceedings of Tenth
International Conference on e-Health Networking, Applications and Services
(IEEE Healthcom 2008), 7 - 9 Sep 2008, Singapore
- Balaji,
P G, D Srinivasan and C K Tham, "Coordination in Distributed
Multi-agent System Using Type-2 Fuzzy Decision Systems". Proc of 2008
IEEE International Conference on Fuzzy Systems (FUZZ 2008): 2291-2298, 1 -
6 Jun 2008, Hong Kong
- Hu,
Z and C K Tham, "HOF: Hybrid Opportunistic Forwarding for Multi-hop
Wireless Mesh Networks". Proceedings of IEEE International Conference
on Communications (ICC 2008), 19 - 23 May 2008, Beijing, China
- Xiao,
W D, F Nan, S Zhang, C K Tham, M H Jr Ang and Jit Biswas, "Particle
filter for target tracking in multi-modality wireless sensor
networks". Proceedings of 2008 IEEE International Conference on
Systems, Man and Cybernetics: 2927-2931 (Invited paper), 12 - 15 Oct 2008,
Singapore
- Tan,
H X, M C Chan, P Y Kong and C K Tham, "A Resource Allocation Scheme
for TH-UWB Networks with Multiple Sinks". Proceedings of IEEE WCNC
2008, 31 Mar - 3 Apr 2008, Las Vegas, United States
- Zhang,
S, W D Xiao, M H Jr Ang and C K Tham, "Human motion tracking based on
wireless sensor network and interacting multiple model filter".
Proceedings of 3rd International Conference on Intelligent Sensors, Sensor
Networks and Information Processing (ISSNIP 2007), 3 - 6 Dec 2007,
Melbourne, Australia
- Ge,
Y, P Y Kong, C K Tham and J S Pathmasuntharam,
"Connectivity and Route Analysis for a Maritime Communication
Network". Proceedings of Sixth International Conference on
Information, Communications and Signal Processing (IEEE ICICS 2007), 10 -
13 Dec 2007, Singapore
- Tham,
C K, A Tolstikov, W Xiao, J Biswas and S Zhang,
"Information Quality Management in Sensor Networks based on the
Dynamic Bayesian Network model". Proceedings of Third International
Conference on Intelligent Sensors, Sensor Networks and Information
Processing (ISSNIP 2007), 3 - 6 Dec 2007, Melbourne, Australia
- Tolstikov,
A G, C K Tham, W Xiao and J Biswas, "Information Quality Mapping in
Resource-constrained Multi-modal Data Fusion System over Wireless Sensor
Network with Losses". Proceedings of Sixth International Conference
on Information, Communications and Signal Processing (IEEE ICICS 2007), 10
- 13 Dec 2007, Singapore
- Zhang,
S, W Xiao, M H Jr Ang and C K Tham, "IMM filter based sensor
scheduling for maneuvering target tracking in
wireless sensor networks". Proceedings of the 3rd International
Conference on Intelligent Sensors, Sensor Networks and Information (ISSNIP
2007): 287-292, 3 - 6 Dec 2007, Melbourne, Australia
- Srinivasan,
D, C K Tham, C Wu and A C Liew, "Co-Evolutionary Algorithm for
evolving buyers' bidding strategies in a power market". Proc. of 14th
International Conference on Intelligent Systems Application to Power
Systems (ISAP 2007): 1-6, 5 - 8 Nov 2007, Kaohsiung, Taiwan
- Balaji,
P G, D Srinivasan and C K Tham, "Uncertainties Reducing Techniques in
Evolutionary Computation". Proc. of 2007 IEEE Congress on
Evolutionary Computation (2007): 556-563, 25 - 28 Sep 2007, Singapore
- Balaji,
P G, G Sachdeva, D Srinivasan and C K Tham, "Multi-agent system based
Urban Traffic Management". Proc. of 2007 IEEE Congress on
Evolutionary Computation (2007): 1740-1747, 25 – 28 Sep 2007, Singapore
- Srinivasan,
D, C K Tham and CY Wu, "Co-Evolutionary Algorithms for Evolving
Buyers' Bidding Strategies in an Electrical Power Market". Proc. of
2007 IEEE Congress on Evolutionary Computation (2007): 774-781. 25 - 28
Sep 2007, Singapore
- Tolstikov,
A G, W Xiao, J Biswas and C K Tham, "Information Quality Mapping in
Resource-constrained Multi-modal Data Fusion System over Wireless Sensor
Network with Losses". Proceedings of Sixth IEEE International
Conference on Information, Communications and Signal Processing (ICICS
2007), 10 - 13 Dec 2007, Meritus Mandarin Hotel, Singapore
- Teo,
J Y, Y Ha and C K Tham, "Interference-Minimized Multipath Routing
with Congestion Control in Wireless Sensor Network for Multimedia
Streaming". Proceedings of IEEE MILCOM 2007, 29 - 31 Oct 2007,
Orlando, Florida, USA
- Yeow,
W L, C K Tham and W C Wong, "Optimizing Application Performance
through Learning and Cooperation in a Wireless Sensor Network".
Proceedings of IEEE MILCOM 2007, 29 - 31 Oct 2007, Orlando, Florida, USA
- Tan,
H X, R K Patro, M C Chan, P Y Kong and C K Tham, "Performance of
Slotted-Aloha over TH-UWB". Proceedings of 2007 IEEE International
Conference on Ultra-WideBand (ICUWB 2007), 24 -
26 Sep 2007, Singapore
- Hoes,
R J H, T Basten, C K Tham, M Geilen
and H Corporaal, "Analysing QoS Trade-offs
in Wireless Sensor Networks". Proceedings of 10th ACM/IEEE
International Symposium on Modeling, Analysis
and Simulation of Wireless and Mobile Systems (MSWiM
2007), 22 - 26 Oct 2007, Chania, Crete Island, Greece (Best Paper Award)
- Qin,
Z, B Veeravalli and C K Tham, "Fault-tolerant Scheduling for
Differentiated Classes of Tasks with Low Replication Cost in Computational
Grids". Proceedings of IEEE International Symposium on
High-Performance Distributed Computing (HPDC 2007), 27 - 29 Jun 2007,
Monterey, California, USA
- Ai,
X, S Vikram and C K Tham, "DRACo:
Distributed, Robust and Asynchronous Coverage in Wireless Sensor
Networks". Proceedings of Fourth Annual IEEE Communications Society
Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON
2007), 18 - 21 Jun 2007, San Diego, United States
- Yagan,
D B and C K Tham, "Coordinated Reinforcement Learning for
Decentralized Optimal Control". Proceedings of 2007 IEEE
International Symposium on Approximate Dynamic Programming and
Reinforcement Learning, 1 - 5 Apr 2007, Hawaii, USA
- Yao,
J and C K Tham, "Power Control using Distributed Reinforcement
Learning for Forward Link Soft Handoff in Cellular CDMA Systems".
Proceedings of IEEE Wireless Communications and Networking Conference 2007
(WCNC 2007), 11 - 15 Mar 2007, Hong Kong, China
- Saoseng,
J Y and C K Tham, "Coordinated Rate Control in Wireless Sensor
Network". Proceedings of Tenth IEEE International Conference on
Communications Systems (IEEE ICCS 2006), 30 Oct - 1 Nov 2006, Singapore
- Qin,
Z, B Veeravalli and C K Tham, "Fault-tolerant Scheduling of
Independent Tasks in Computational Grid". Proceedings of Tenth IEEE
International Conference on Communications Systems (IEEE ICCS 2006), 30
Oct - 1 Nov 2006, Singapore
- Tolstikov,
A, C K Tham and J Biswas, "Quality of Information Assurance using
Phenomena-aware Resource Management in Sensor Networks". Proceedings
of 14th IEEE International Conference on Networks (ICON 2006), COQODS-II
Workshop, 13 - 15 Sep 2006, Singapore
- Yao,
J, C K Tham and K Y Ng, "Decentralized Dynamic Workflow Scheduling
for Grid Computing using Reinforcement Learning". Proceedings of 14th
IEEE International Conference on Networks (ICON 2006), COQODS-II Workshop,
13 - 15 Sep 2006, Singapore
- Renaud,
J C and C K Tham, "Coordinated Sensing Coverage in Sensor Networks
using Distributed Reinforcement Learning". Proceedings of 14th IEEE
International Conference on Networks (ICON 2006), COQODS-II Workshop, 13 -
15 Sep 2006, Singapore
- Ai,
X, V Srinivasan and C K Tham, "Coverage Game in Wireless Sensor
Networks". Proceedings of 14th IEEE International Conference on
Networks (ICON 2006), COQODS-II Workshop, 13 - 15 Sep 2006, Singapore
- Yeow,
W L, C K Tham and W C Wong, "Hard Constrained Semi-Markov Decision
Processes". Proceedings of AAAI-06, 21st National Conference on
Artificial Intelligence (AAAI'06), 16 - 20 Jul 2006, Boston, MA, USA
- Yagan,
D B and C K Tham, "Distributed Model-Free Stochastic Optimization in
Wireless Sensor Networks". Distributed Computing in Sensor Systems,
Proceedings of DCOSS 2006, Lecture Notes in Computer Science, Vol. 4026,
18 - 20 Jun 2006, San Francisco, CA, USA
- Tham,
C K and G Poduval, "Adaptive
Self-Optimizing Resource Management for the Grid". Proceedings of
GECON 2006, ed. H Y Lee and S Miller, 3rd International Workshop on Grid
Economics & Business (GECON 2006), 16 May 2006, Singapore
- Yap,
K K, W L Yeow, M Motani and C K Tham,
"Simple Directional Antennas: Improving Performance in Wireless Multihop Networks". Proceedings of IEEE INFOCOM 2006, 23 - 29 Apr 2006,
Barcelona, Spain
- Holenderski,
M, J Lukkien and C K Tham, "Trade-offs in
the Distribution of Neural Networks in a Wireless Sensor Network".
Proceedings of ISSNIP 2005, 2nd International Conference on Intelligent
Sensors, Sensor Networks and Information Processing (ISSNIP 2005), 5 - 8
Dec 2005, Melbourne, Australia
- Tolstikov,
A, J Biswas and C K Tham, "Data loss regulation to ensure information
quality in sensor networks". Proceedings of ISSNIP 2005, 2nd
International Conference on Intelligent Sensors, Sensor Networks and
Information Processing (ISSNIP 2005), 5 - 8 Dec 2005, Melbourne, Australia
- Tham,
C K and J C Renaud, "Multi-Agent Systems on Sensor Networks: A
Distributed Reinforcement Learning Approach". Proceedings of ISSNIP
2005 (Invited Paper), 2nd International Conference on Intelligent Sensors,
Sensor Networks and Information Processing (ISSNIP 2005), 5 - 8 Dec 2005,
Melbourne, Australia
- Yeow,
W L, C K Tham and W C Wong, "Energy Efficient Multiple Target
Tracking in Sensor Networks". Proceedings of IEEE GLOBECOM 2005, 28
Nov - 2 Dec 2005, St Louis, MO, USA
- Ang,
C W and C K Tham, "Service Availability Optimization in a
Load-Dependent-Machine-Availability HA Cluster". IEEE Cluster 2005,
26 - 30 Sep 2005, Boston, MA, United States
- Sulistio,
A, G Poduval, R Buyya and C K Tham,
"Constructing A Grid Simulation with Differentiated Network Service
Using GridSim". Proceedings of 2005
International Conference on Internet Computing (ICOMP'05), 27 - 30 Jun
2005, Las Vegas, United States
- Lim,
A, S Vikram and C K Tham, "A Comparative Study of Cooperative
Algorithms for Wireless Ad Hoc Networks". IEEE ICPS Workshop on
Multi-hop Ad hoc Networks (REALMAN 2005), 14 Jul 2005, Santorini, Greece
- Yagan,
D B and C K Tham, "Self-Optimizing Architecture for QoS Provisioning
in Differentiated Services". Proceedings of the Second International
Conference on Autonomic Computing (ICAC 2005): 346-347, 14 - 16 Jun 2005,
Seattle, Washington, USA
- Yeow,
W L, C K Tham and W C Wong, "A Novel Target Movement Model and
Efficient Tracking in Sensor Networks". Proceedings of 61st IEEE VTC
Vehicular Technology Conference (VTC2005-Spring), 29 May - 1 Jun 2005,
Stockholm, Sweden
- Yagan,
D B and C K Tham, "Policy-based QoS Provisioning in Wireless Ad Hoc
Networks". 2005 IEEE International Conference on Communications (ICC
2005), 16 - 20 May 2005, Seoul, South Korea
- Yagan,
D B and C K Tham, "Adaptive QoS Provisioning in Wireless Ad Hoc
Networks: A Semi-MDP Approach". Proceedings of 2005 IEEE Wireless
Communications & Networking Conference (WCNC 2005): 2238-2244, 13 Mar
- 17 May 2005, New Orleans, LA, USA
- Ren,
Z and C K Tham, "Integration of Mobile IP and Multi-Protocol Label
Switching.". Proceedings of IEEE International Conference on
Communications (ICC 2001), Jun 2001, pp. 331-336, Helsinki, Finland.
- 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, Mar 21-25 1999, vol.
1, pp. 398-404, New York, USA.
- CK
Tham and WS Soh, “Multi-service Connection Admission Control using Modular
Neural Networks”, in Proceedings of IEEE INFOCOM'98, 28 Mar-2 Apr 1998, San Francisco, USA.
- Tham,
C K, “A Hierarchical CMAC Architecture for Context Dependent Function
Approximation”. Advances in Neural Information Processing: Proceedings of
the 1996 International Conference on Neural Information Processing (ICONIP
'96), ed. Amari S, Xu L, Chan LW, King I and Leung KS, vol. 1 (1996):
53-58. Springer Verlag.
- Tham,
C K, “On-line learning using Hierarchical Mixtures of Experts”.
Proceedings of the Fourth International Conference on Artificial Neural
Networks (ICANN'95) (1995): 347-351. Cambridge: Institution of Electrical
Engineers (IEE).
- Tham,
C K and R W Prager, “A modular Q-learning architecture for manipulator
task decomposition”. Machine Learning-Proceedings of the Eleventh
International Conference (ML’94), ed. Cohen, W.W. and Hirsh, H. (1994):
309-317. San Francisco, CA: Morgan Kaufman Publishers, Inc.
Other Publications
- Book
chapter: CK Tham and N Sharma, Prescriptive Maintenance Using Markov
Decision Process and GPU-Accelerated Edge Computing, in Mobile Edge
Computing, Springer, 2021.
- Book
chapter: CK Tham, “SensorGrid Architecture for
Distributed Event Classification”, in Sensor Networks and Configuration:
Fundamentals, Standards, Platforms, and Applications, ed. N P Mahalik.
Springer-Verlag, Nov 2006. ISBN 3540373640.
- Book
chapter: Marwaha, S, D Srinivasan, C K Tham and A Vasilakos, “Ad Hoc
On-demand Fuzzy Routing for Wireless Mobile Ad Hoc Networks”. In Ambient
Intelligence, Wireless Networking and Ubiquitous Computing, ed. A
Vasilakos, W Pedrycz. Boston: Artech House,
2006.
- Internet
Draft: Integration of Mobile IP and MPLS, Z Ren, C Tham, C Foo, C Ko - Intemet draft
<draft-zhong-mobile-ip-mpls-01.txt>, Internet Engineering Task Force
(IETF), July, 2000.
- PhD thesis: “Modular Online
Function Approximation for Scaling up Reinforcement Learning”, University
of Cambridge, UK, 1994.