Elaine Wong

Orcid: 0000-0002-2561-3482

Affiliations:
  • University of Melbourne, Australia
  • NICTA


According to our database1, Elaine Wong authored at least 102 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Reinforcement Learning-Based Bandwidth Decision in Optical Access Networks: A Study of Exploration Strategy and Time With Confidence Guarantee.
IEEE Trans. Commun., November, 2024

Asynchronous Federated Split Learning.
Proceedings of the 8th IEEE International Conference on Fog and Edge Computing, 2024

Novel Concept Drift Detection and Adaptation (CDDA) Framework for Human-to-Machine (H2M) Applications over Future Communication Networks.
Proceedings of the IEEE International Conference on Communications, 2024

2023
A Transfer Learning Assisted Framework to Expedite and Self-Adapt Bandwidth Allocations in Low-Latency H2M Applications.
IEEE Commun. Mag., August, 2023

Machine learning enhanced next-generation optical access networks - challenges and emerging solutions [Invited Tutorial].
JOCN, 2023

Addressing Concept Drift of Dynamic Traffic Environments through Rapid and Self-Adaptive Bandwidth Allocation.
Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

2022
Intelligent Radio Resource Allocation for Human-Robot Collaboration.
IEEE Open J. Commun. Soc., 2022

Global-Local AI Coordinated Learning over Optical Access Networks for Scalable H2M/R Collaborations.
IEEE Netw., 2022

Guest Editorial: Next-Generation Optical Access Networks to Support Super-Broadband Services and 5G/6G Mobile Networks.
IEEE Netw., 2022

4G to 6G: disruptions and drivers for optical access [Invited].
JOCN, 2022

Towards 6G: fast and self-adaptive dynamic bandwidth allocation for next-generation mobile fronthaul.
JOCN, 2022

An Economic and Non-cooperative Load-balancing Framework among Federated Cloudlets.
Comput. Networks, 2022

A Techno-Economic Study of Industry 5.0 Enterprise Deployments for Human-to-Machine Communications.
IEEE Commun. Mag., 2022

Evolution of Short-Range Optical Wireless Communications.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Tutorial: Evolution of Machine Learning in Optical Access Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021
Guest Editorial Latest Advances in Optical Networks for 5G Communications and Beyond.
IEEE J. Sel. Areas Commun., 2021

Indoor optical wireless access networks - recent progress [Invited].
JOCN, 2021

Universal optical network architecture for future wireless LANs [Invited].
JOCN, 2021

Achieving Low-Latency Human-to-Machine (H2M) Applications: An Understanding of H2M Traffic for AI-Facilitated Bandwidth Allocation.
IEEE Internet Things J., 2021

An Adaptable Contention-free MAC Protocol for Full-duplex Split-plane Optical Wireless Network.
Proceedings of the ICC 2021, 2021

2020
Towards self-adaptive bandwidth allocation for low-latency communications with reinforcement learning.
Opt. Switch. Netw., 2020

Mobility-Aware Energy Optimization in Hosts Selection for Computation Offloading in Multi-Access Edge Computing.
IEEE Open J. Commun. Soc., 2020

Enabling Remote Human-to-Machine Applications With AI-Enhanced Servers Over Access Networks.
IEEE Open J. Commun. Soc., 2020

A Game-Theoretic Approach for Non-Cooperative Load Balancing Among Competing Cloudlets.
IEEE Open J. Commun. Soc., 2020

Enhancing latency performance through intelligent bandwidth allocation decisions: a survey and comparative study of machine learning techniques.
JOCN, 2020

Centralized and Decentralized Non-Cooperative Load-Balancing Games among Competing Cloudlets.
CoRR, 2020

Estimating Video Popularity From Past Request Arrival Times in a VoD System.
IEEE Access, 2020

Alleviating the Master-Slave Distance Limitation in H2M Communications through Remote Environment Emulation.
Proceedings of the 2020 International Conference on Optical Network Design and Modeling, 2020

Low-Latency Federated Reinforcement Learning-Based Resource Allocation in Converged Access Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Gigabit/s Optical Wireless Access and Indoor Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Remote Human-to-Machine Distance Emulation through AI-Enhanced Servers for Tactile Internet Applications.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Control and Data Plane Separation for Interoperable Indoor Wireless Access Connectivity.
Proceedings of the European Conference on Optical Communications, 2020

2019
A Feasibility Study of IEEE 802.11 HCCA for Low-Latency Applications.
IEEE Trans. Commun., 2019

Efficient cost-optimization frameworks for hybrid cloudlet placement over fiber-wireless networks.
JOCN, 2019

Cost-optimal cloudlet placement frameworks over fiber-wireless access networks for low-latency applications.
J. Netw. Comput. Appl., 2019

Machine Learning-Based Bandwidth Prediction for Low-Latency H2M Applications.
IEEE Internet Things J., 2019

MAC protocol for indoor optical wireless networks.
IET Commun., 2019

Understanding the Traffic Causality for Low-Latency Human-to-Machine Applications.
IEEE Netw. Lett., 2019

Request-Based Polling Access: Investigation of Novel Wireless LAN MAC Scheme for Low-Latency E-Health Applications.
IEEE Commun. Lett., 2019

Deployment and Resource Distribution of Mobile Edge Hosts Based on Correlated User Mobility.
IEEE Access, 2019

Delay-Tolerant Repetition-Coding for Optical Wireless Communications.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

A Predictive Semi-Persistent Scheduling Scheme for Low-Latency Applications in LTE and NR Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Towards Low-Delay Body Area Networks: An Investigation on the Hybrid MAC of SmartBAN and IEEE 802.15.6 Wireless Body Area Network.
Proceedings of the 20th IEEE International Conference on High Performance Switching and Routing, 2019

Machine Intelligence in Supervising Bandwidth Allocation for Low-latency Communications.
Proceedings of the 20th IEEE International Conference on High Performance Switching and Routing, 2019

Optimum Selection of Mobile Edge Computing Hosts Based on Extended Balas-Geoffrion Additive Algorithm.
Proceedings of the 2nd IEEE 5G World Forum, 5GWF 2019, Dresden, Germany, September 30, 2019

2018
SmartBAN With Periodic Monitoring Traffic: A Performance Study on Low Delay and High Energy Efficiency.
IEEE J. Biomed. Health Informatics, 2018

Introduction to the Feature Issue on the IEEE Globecom 2017 ONS Symposium.
JOCN, 2018

SmartBAN Downlink Performance Study: A Novel Transmission Framework for Reducing Delay and Energy Consumption.
IEEE Internet Things J., 2018

Computation Offloading in Optical Access Cloudlet Networks: A Game-Theoretic Approach.
IEEE Commun. Lett., 2018

Networks for Future Services in a Smart City: Lessons Learned from the Connected OFCity Challenge 2017.
IEEE Commun. Mag., 2018

Machine intelligence in allocating bandwidth to achieve low-latency performance.
Proceedings of the 2018 International Conference on Optical Network Design and Modeling, 2018

Experimental Demonstration of a 12.5 Gb/s Indoor Optical Wireless Communication System with Silicon Integrated Photonic Circuit.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Robust and Secure Indoor Optical Wireless Communications Supporting Multiple Users.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Dynamic Tuning of Contention Window for Optical Wireless Networks.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

80 Gb/s Free-Space Reconfigurable Optical Interconnects with Carrierless-Amplitude-Phase Modulation and Space-Time Block Code.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Machine learning based bandwidth prediction in tactile heterogeneous access networks.
Proceedings of the IEEE INFOCOM 2018, 2018

Optical X-haul options for 5G fixed wireless access: Which one to choose?
Proceedings of the IEEE INFOCOM 2018, 2018

CCOMPASSION: A Hybrid Cloudlet Placement Framework Over Passive Optical Access Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Supporting Low-Latency Applications through Hybrid Cost-Optimised Cloudlet Placement.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Design and Planning for Fiber-Based Small Cell Backhauling.
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018

Evolution of Radio-Over-Fiber Technologies: Past and Present.
Proceedings of the European Conference on Optical Communication, 2018

2017
Hybrid Fiber-Wireless Network: An Optimization Framework for Survivable Deployment.
JOCN, 2017

Energy Consumption and Reliability Performance of Survivable Passive Optical Converged Networks: Public ITS Case Study.
JOCN, 2017

Enhancing the Survivability and Power Savings of 5G Transport Networks Based on DWDM Rings.
JOCN, 2017

Round-Trip Delay Modeling for Smart Body Area Networks.
IEEE Commun. Lett., 2017

Towards Ubiquitous E-Health: Modeling of SmartBAN Hybrid MAC under Periodic and Emergency Traffic.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

5G C-RAN architecture: A comparison of multiple optical fronthaul networks.
Proceedings of the 2017 International Conference on Optical Network Design and Modeling, 2017

Integration of optical-wireless networks for broadband mobile networks.
Proceedings of the Twenty-third National Conference on Communications, 2017

IEEE 802.11 HCCA for tactile applications.
Proceedings of the 27th International Telecommunication Networks and Applications Conference, 2017

Latency-aware optimisation framework for cloudlet placement.
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

Towards Tactile Internet Capable E-Health: A Delay Performance Study of Downlink-Dominated SmartBANs.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A Novel Cost Optimization Framework for Multi-Cloudlet Environment over Optical Access Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Hybrid Coordination Function Controlled Channel Access for Latency-Sensitive Tactile Applications.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Delay-Constrained Framework for Road Safety and Energy-Efficient Intelligent Transportation Systems.
Proceedings of the European Conference on Optical Communication, 2017

2016
Network Energy Consumption Assessment of Conventional Mobile Services and Over-the-Top Instant Messaging Applications.
IEEE J. Sel. Areas Commun., 2016

Time-optimized MAC for low latency and energy-efficient SmartBANs.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Non-protruding hazard detection for the aged vision-impaired.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Minimizing latency of periodic monitoring traffic in smart body area networks (SmartBANs).
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

Survivable architectures for power-savings capable converged access networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

A vision-based system to detect potholes and uneven surfaces for assisting blind people.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
Energy-Efficient Framework for Time and Wavelength Division Multiplexed Passive Optical Networks.
JOCN, 2015

Photonics for gigabit wireless networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

Optimization and Deployment of Survivable Fiber-Wireless (FiWi) Access Networks with Integrated Small Cell and WiFi.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

Survivable architectures of time and wavelength division multiplexed networks: A comparison of reliability, cost, and energy efficiency.
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015

Offline energy-efficient dynamic wavelength and bandwidth allocation algorithm for TWDM-PONs.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014
Improving Scalability of VoD Systems by Optimal Exploitation of Storage and Multicast.
IEEE Trans. Circuits Syst. Video Technol., 2014

An Efficient Resource Allocation Mechanism for LTE-GEPON Converged Networks.
J. Netw. Syst. Manag., 2014

Resilience in next generation access networks: Assessment of survivable TWDM-PONs.
Proceedings of the IEEE International Conference on Communications, 2014

Advanced sleep-aware dynamic bandwidth allocation for 10G-EPONs.
Proceedings of the IEEE Global Communications Conference, 2014

2013
Architecture Discovery Enabled Resource Allocation Mechanism for Next Generation Optical-Wireless Converged Networks.
JOCN, 2013

Single-receiver dual-channel dynamic bandwidth algorithm for local storage VoD delivery.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Self-seeding reflective semiconductor optical amplifiers for WDM Access Networks (invited).
Proceedings of the 9th International Conference on Information, 2013

2012
Next generation optical-wireless converged network architectures.
IEEE Netw., 2012

Energy efficient passive optical networks with low power VCSELs.
Proceedings of the 21st Annual Wireless and Optical Communications Conference, 2012

Vertical cavity surface emitting laser transmitters for energy efficient broadband access networks.
Proceedings of IEEE International Conference on Communications, 2012

2011
Improving Energy Efficiency of Video on Demand Services.
JOCN, 2011

Automatic Protection, Restoration, and Survivability of Long-Reach Passive Optical Networks.
Proceedings of IEEE International Conference on Communications, 2011

Energy Efficient Delivery Methods for Video-Rich Services over Next Generation Broadband Access Networks.
Proceedings of IEEE International Conference on Communications, 2011

Localized P2P VoD Delivery Scheme with Pre-Fetching for Broadband Access Networks.
Proceedings of the Global Communications Conference, 2011

2010
Popularity-Aware Caching Algorithm for Video-on-Demand Delivery over Broadband Access Networks.
Proceedings of the Global Communications Conference, 2010

2009
Multicast scheduling mechanism to support less loss ratio for frequently used multicast service in multicast switch.
Proceedings of the 2009 International Conference on Information Networking, 2009

2004
FULL-RCMA: a high utilization EPON.
IEEE J. Sel. Areas Commun., 2004


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