Chen-Khong Tham
Orcid: 0000-0002-6005-1198Affiliations:
- National University of Singapore
According to our database1,
Chen-Khong Tham
authored at least 193 papers
between 1994 and 2024.
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Bibliography
2024
PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV.
IEEE Trans. Mob. Comput., December, 2024
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
Multi-Agent Deep Reinforcement Learning based Multi-Objective Resource Optimization in a Distributed Manufacturing System.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
2023
IEEE Trans. Intell. Veh., January, 2023
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
FedPreM: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance.
Proceedings of the IEEE Global Communications Conference, 2023
2022
Long-Term Incentives for Contributor-Initiated Proactive Sensing in Mobile Crowdsensing.
IEEE Trans. Syst. Man Cybern. Syst., 2022
Fully and Partially Distributed Incentive Mechanism for a Mobile Edge Computing Network.
IEEE Trans. Mob. Comput., 2022
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
2021
Prescriptive Maintenance Using Markov Decision Process and GPU-Accelerated Edge Computing.
Mobile Edge Computing, 2021
2020
A Wireless Multi-Channel Capacitive Sensor System for Efficient Glove-Based Gesture Recognition With AI at the Edge.
IEEE Trans. Circuits Syst. II Express Briefs, 2020
An optimal delay aware task assignment scheme for wireless SDN networked edge cloudlets.
Future Gener. Comput. Syst., 2020
Online auction for scheduling concurrent delay tolerant tasks in crowdsourcing systems.
Comput. Networks, 2020
Seal Integrity Testing Utilizing Non-Destructive Capacitive Sensing for Product Packaging Assurance.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
2019
Finding Decomposable Models for Efficient Distributed Inference over Sensor Networks.
IEEE Trans. Mob. Comput., 2019
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019
Predictive Maintenance Using GPU-Accelerated Partially Observable Markov Decision Process.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019
2018
IEEE Trans. Veh. Technol., 2018
IEEE Trans. Mob. Comput., 2018
Deadline-Aware Peer-to-Peer Task Offloading in Stochastic Mobile Cloud Computing Systems.
Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018
Information-Driven Distributed Sensing for Efficient Bayesian Inference in Internet of Things Systems.
Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
Proceedings of the IEEE INFOCOM 2018, 2018
GraphEL: A Graph-Based Ensemble Learning Method for Distributed Diagnostics and Prognostics in the Industrial Internet of Things.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018
2017
ACM Trans. Auton. Adapt. Syst., 2017
A load balancing scheme for sensing and analytics on a mobile edge computing network.
Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017
Auction Meets Queuing: Information-Driven Data Purchasing in Stochastic Mobile Crowd Sensing.
Proceedings of the 14th Annual IEEE International Conference on Sensing, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Proceedings of the 2017 IEEE Global Communications Conference, 2017
2016
A Spatio-temporal incentive scheme with consumer demand awareness for participatory sensing.
Comput. Networks, 2016
Operational cost-aware resource provisioning for continuous write applications in cloud-of-clouds.
Clust. Comput., 2016
Optimizing Graphical Model Structure for Distributed Inference in Wireless Sensor Networks.
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016
2015
IEEE Trans. Mob. Comput., 2015
Dynamic Packet Size Optimization and Channel Selection for Cognitive Radio Sensor Networks.
IEEE Trans. Cogn. Commun. Netw., 2015
An information-driven incentive scheme with consumer demand awareness for participatory sensing.
Proceedings of the 12th Annual IEEE International Conference on Sensing, 2015
QOATA: QoI-aware task allocation scheme for mobile crowdsensing under limited budget.
Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015
2014
IEEE Trans. Cloud Comput., 2014
Comput. Networks, 2014
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014
Proceedings of the IEEE International Conference on Communications, 2014
Proceedings of the IEEE International Conference on Communications, 2014
CR-WSN MAC: An energy efficient and spectrum aware MAC protocol for cognitive radio sensor network.
Proceedings of the 9th International Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2014
To Offload or to Wait: An Opportunistic Offloading Algorithm for Parallel Tasks in a Mobile Cloud.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014
2013
IEEE Trans. Syst. Man Cybern. Syst., 2013
IEEE Trans. Parallel Distributed Syst., 2013
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013
Energy-Efficient Mapping and Scheduling of Task Interaction Graphs for Code Offloading in Mobile Cloud Computing.
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013
Proceedings of the 2013 IEEE International Conference on Cloud Engineering, 2013
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013
Event Prediction and Modeling of Variable Rate Sampled Data Using Dynamic Bayesian Networks.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013
2012
An auction-based strategy for distributed task allocation in wireless sensor networks.
Comput. Commun., 2012
A practical incremental relaying scheme with imperfect feedback for wireless networks.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012
Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012
Proceedings of the 18th IEEE International Conference on Networks, 2012
Proceedings of the IEEE International Conference on Communication Systems, 2012
2011
<i>SAUCeR</i>, : a QoS-aware slotted-aloha based UWB MAC with cooperative retransmissions.
Wirel. Commun. Mob. Comput., 2011
Priority-list-based opportunistic cooperation - a general framework with cost-aware utility.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011
Evolutionary Optimal Virtual Machine Placement and Demand Forecaster for Cloud Computing.
Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications, 2011
2010
Distributed Reinforcement Learning Frameworks for Cooperative Retransmission in Wireless Networks.
IEEE Trans. Veh. Technol., 2010
IEEE Trans. Mob. Comput., 2010
Comput. Networks, 2010
The Effect of Impulsiveness in Inter-Cell Interference on Throughput of TH-IR-UWB Networks.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010
High Throughput Interweave Cooperative Wireless MAC Protocol for Congested Environment.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010
Proceedings of the 71st IEEE Vehicular Technology Conference, 2010
Proceedings of the IEEE 21st International Symposium on Personal, 2010
Proceedings of the IEEE 21st International Symposium on Personal, 2010
Collaborative sensing to improve information quality for target tracking in wireless sensor networks.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010
Distributed winner determination protocol for reverse auction-based task allocation in pervasive computing.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
Mobile sensing and simultaneously node localization in wireless sensor networks for human motion tracking.
Proceedings of the 11th International Conference on Control, 2010
2009
Wirel. Sens. Netw., 2009
On the Design of Fault-Tolerant Scheduling Strategies Using Primary-Backup Approach for Computational Grids with Low Replication Costs.
IEEE Trans. Computers, 2009
Detection of Activities by Wireless Sensors for Daily Life Surveillance: Eating and Drinking.
Sensors, 2009
Perform. Evaluation, 2009
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009
A cooperative retransmission scheme in wireless networks with imperfect channel state information.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009
Markov decision process frameworks for cooperative retransmission in wireless networks.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009
Proceedings of the IEEE 20th International Symposium on Personal, 2009
Proceedings of the IEEE 20th International Symposium on Personal, 2009
Cooperative retransmissions using Markov decision process with reinforcement learning.
Proceedings of the IEEE 20th International Symposium on Personal, 2009
Proceedings of the IEEE 20th International Symposium on Personal, 2009
Resource Constrained Particle Filtering for Real-time Multi-Target Tracking in Sensor Networks.
Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009
Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009
Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
On Average Packet Delay Bounds and Loss Rates of Network-Coded Multicasts over Wireless Downlinks.
Proceedings of IEEE International Conference on Communications, 2009
Proceedings of the Wireless Sensor Networks, 6th European Conference, 2009
Proceedings of the 4th IEEE Asia-Pacific Services Computing Conference, 2009
2008
Interference-Minimized Multipath Routing with Congestion Control in Wireless Sensor Network for High-Rate Streaming.
IEEE Trans. Mob. Comput., 2008
IEEE J. Sel. Areas Commun., 2008
J. Electr. Comput. Eng., 2008
J. Grid Comput., 2008
iMST: A bandwidth-guaranteed topology control algorithm for TDMA-based ad hoc networks with sectorized antennas.
Comput. Networks, 2008
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008
Proceedings of the IEEE International Conference on Systems, 2008
A resource allocation scheme to achieve fairness in TH-UWB sensor networks with near-far effects.
Proceedings of the IEEE 19th International Symposium on Personal, 2008
Proceedings of the LCN 2008, 2008
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
2007
IEEE Trans. Veh. Technol., 2007
Analysis and optimization of service availability in a HA cluster with load-dependent machine availability.
IEEE Trans. Parallel Distributed Syst., 2007
Future Gener. Comput. Syst., 2007
Power Control using Distributed Reinforcement Learning for Forward Link Soft Handoff in Cellular CDMA Systems.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007
Proceedings of the Fourth Annual IEEE Communications Society Conference on Sensor, 2007
Proceedings of the 10th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2007
Fault-tolerant scheduling for differentiated classes of tasks with low replication cost in computational grids.
Proceedings of the 16th International Symposium on High-Performance Distributed Computing (HPDC-16 2007), 2007
Co-Evolutionary algorithms for evolving buyers' bidding strategies in an electrival power market.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006
Decentralized Dynamic Workflow Scheduling for Grid Computing using Reinforcement Learning.
Proceedings of the 14th IEEE International Conference on Networks, 2006
Quality of Information assurance using phenomena-aware resource management in sensor networks.
Proceedings of the 14th IEEE International Conference on Networks, 2006
Coordinated Sensing Coverage in Sensor Networks using Distributed Reinforcement Learning.
Proceedings of the 14th IEEE International Conference on Networks, 2006
Proceedings of the 14th IEEE International Conference on Networks, 2006
Proceedings of the Distributed Computing in Sensor Systems, 2006
Proceedings of the Proceedings, 2006
2005
Assured end-to-end QoS through adaptive marking in multi-domain differentiated services networks.
Comput. Commun., 2005
Reinforcement learning-based dynamic bandwidth provisioning for quality of service in differentiated services networks.
Comput. Commun., 2005
Comput. Networks, 2005
Proceedings of the IEEE Wireless Communications and Networking Conference, 2005
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005
Constructing A Grid Simulation with Differentiated Network Service Using GridSim.
Proceedings of The 2005 International Conference on Internet Computing, 2005
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005
2004
Comput. Networks, 2004
Proceedings of the 12th IEEE International Conference on Networks, 2004
Proceedings of the 12th IEEE International Conference on Networks, 2004
Providing end-to-end QoS in distributed computation using nongreedy task synchronization.
Proceedings of the 12th IEEE International Conference on Networks, 2004
Proceedings of the 12th IEEE International Conference on Networks, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Adaptive provisioning of differentiated services networks based on reinforcement learning.
IEEE Trans. Syst. Man Cybern. Part C, 2003
Predicting Risk of Coronary Artery Disease from Dna Microarray-based Genotyping Using Neural Networks and Other Statistical Analysis Tool.
J. Bioinform. Comput. Biol., 2003
Layered self-identifiable and scalable video codec for delivery to heterogeneous receivers.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Proceedings of the Quality of Service in Multiservice IP Networks, 2003
Achieving Relative Differentiated Services Using Proportional Probabilistic Priority Scheduling on Network Processor.
Proceedings of the Management of Multimedia Networks and Services, 2003
Efficient implementation of relative differentiated services using proportional probabilistic priority.
Proceedings of the 11th IEEE International Conference on Networks, 2003
2002
A multi-class probabilistic priority scheduling discipline for differentiated services networks.
Comput. Commun., 2002
Comput. Commun., 2002
Achieving differentiated services through multi-class probabilistic priority scheduling.
Comput. Networks, 2002
A control-theoretical approach for achieving fair bandwidth allocations in core-stateless networks.
Comput. Networks, 2002
A Control-Theoretical Approach for Fair Share Computation in Core-Stateless Networks.
Proceedings of the From QoS Provisioning to QoS Charging, 2002
Minimizing Transmission Costs through Adaptive Marking in Differentiated Services Networks.
Proceedings of the Management of Multimedia on the Internet, 2002
Proceedings of the Management of Multimedia on the Internet, 2002
Integrating Web server and network QoS to provide end-to-end service differentiation.
Proceedings of the Proceedings 10th IEEE International Conference on Networks: Towards Network Superiority, 2002
A novel routing protocol using mobile agents and reactive route discovery for ad hoc wireless networks.
Proceedings of the Proceedings 10th IEEE International Conference on Networks: Towards Network Superiority, 2002
Proceedings of the IEEE International Conference on Communications, 2002
Proceedings of the Global Telecommunications Conference, 2002
2001
IEEE Commun. Lett., 2001
Comput. Networks, 2001
Proceedings of the IEEE International Conference on Communications, 2001
Proceedings of the 5th International Enterprise Distributed Object Computing Conference (EDOC 2001), 2001
2000
Monitoring QoS distribution in multimedia networks.
Int. J. Netw. Manag., 2000
Connection admission control of ATM network using integrated MLP and fuzzy controllers.
Comput. Networks, 2000
Proceedings of the Networked Planet: Management Beyond 2000, 2000
Proceedings of the IEEE International Conference on Networks 2000: Networking Trends and Challenges in the New Millennium, 2000
Proceedings of the IEEE International Conference on Networks 2000: Networking Trends and Challenges in the New Millennium, 2000
Proceedings of the IEEE International Conference on Networks 2000: Networking Trends and Challenges in the New Millennium, 2000
1999
Comput. Commun., 1999
Proceedings of the 6th International Workshop on Real-Time Computing and Applications Symposium (RTCSA '99), 1999
Generalised Minimum Queueing Delay: An Adaptive Multi-Rate Service Discipline for ATM Networks.
Proceedings of the Proceedings IEEE INFOCOM '99, 1999
1998
IEEE Commun. Mag., 1998
Proceedings of the Proceedings IEEE INFOCOM '98, The Conference on Computer Communications, Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies, Gateway to the 21st Century, San Francisco, CA, USA, March 29, 1998
1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
1995
Robotics Auton. Syst., 1995
1994
PhD thesis, 1994
Proceedings of the Machine Learning, 1994