Dr Imali Dias

STAFF PROFILE

Position

Senior Lecturer

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

imali.dias@deakin.edu.au
+61 3 924 46323

Publications

Filter by

2023

From 5G to beyond: Passive optical network and multi-access edge computing integration for latency-sensitive applications

I Dias, L Ruan, C Ranaweera, E Wong

(2023), Vol. 75, pp. 103191-103191, Optical Fiber Technology, C1

journal article

Recent Development of Emerging Indoor Wireless Networks towards 6G

Sampath Edirisinghe, Orga Galagedarage, Imali Dias, Chathurika Ranaweera

(2023), Vol. 3, pp. 269-297, Network, Basel, Switzerland, C1

journal article
2022

4G to 6G: Disruptions and drivers for optical access [Invited]

C Ranaweera, J Kua, I Dias, E Wong, C Lim, A Nirmalathas

(2022), Vol. 14, pp. A143-A153, Journal of Optical Communications and Networking, Washington, D.C., C1

journal article
2021

Achieving low-latency human-to-machine (H2M) applications: an understanding of H2M traffic for AI-facilitated bandwidth allocation

Lihua Ruan, Maluge Dias, Elaine Wong

(2021), Vol. 8, pp. 626-635, IEEE Internet of Things journal, Piscataway, N.J., C1-1

journal article
2020

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

Lihua Ruan, Maluge Dias, Elaine Wong

(2020), Vol. 12, pp. B20-B32, Journal of Optical Communications and Networking, Washington, D.C., C1-1

journal article

Towards self-adaptive bandwidth allocation for low-latency communications with reinforcement learning

Lihua Ruan, Maluge Dias, Elaine Wong

(2020), Vol. 37, pp. 1-8, Optical Switching and Networking, Amsterdam, The Netherlands, C1-1

journal article

Low-Latency Federated Reinforcement Learning-Based Resource Allocation in Converged Access Networks

Lihua Ruan, Sourav Mondal, Imali Dias, Elaine Wong

(2020), pp. 1-3, OFC 2020 : Proceedings of the Optical Fiber Communication Conference, San Diego, California, E1-1

conference
2019

Machine Learning-Based Bandwidth Prediction for Low-Latency H2M Applications

Lihua Ruan, Maluge Dias, Elaine Wong

(2019), Vol. 6, pp. 3743-3752, IEEE Internet of Things Journal, Piscataway, N.J., C1-1

journal article

Deep Neural Network Supervised Bandwidth Allocation Decisions for Low-Latency Heterogeneous E-Health Networks

Lihua Ruan, Maluge Dias, Elaine Wong

(2019), Vol. 37, pp. 4147-4154, Journal of Lightwave Technology, Piscataway, N.J., C1-1

journal article

Understanding the Traffic Causality for Low-Latency Human-to-Machine Applications

Lihua Ruan, Maluge Dias, Martin Maier, Elaine Wong

(2019), Vol. 1, pp. 128-131, IEEE Networking Letters, Piscataway, N.J., C1-1

journal article

Request-Based Polling Access: Investigation of Novel Wireless LAN MAC Scheme for Low-Latency E-Health Applications

Yunxin Lv, Maluge Dias, Lihua Ruan, Elaine Wong, Ye Feng, Ning Jiang, Kun Qiu

(2019), Vol. 23, pp. 896-899, IEEE Communications Letters, Piscataway, N.J., C1-1

journal article

Towards Low-Delay Body Area Networks: An Investigation on the Hybrid MAC of SmartBAN and IEEE 802.15.6 Wireless Body Area Network

Lihua Ruan, M Dias, Elaine Wong

(2019), pp. 1-6, HPSR 2019 : Proceedings of the 2019 IEEE 20th International Conference on High Performance Switching and Routing, Xi'An, China, E1-1

conference

Machine Intelligence in Supervising Bandwidth Allocation for Low-latency Communications

Lihua Ruan, Imali Dias, Elaine Wong

(2019), pp. 1-6, HPSR 2019 : Proceedings of the 2019 IEEE 20th International Conference on High Performance Switching and Routing, Xi'An, China, E1-1

conference
2018

SmartBAN With Periodic Monitoring Traffic: A Performance Study on Low Delay and High Energy Efficiency

Lihua Ruan, M Dias, Elaine Wong

(2018), Vol. 22, pp. 471-482, IEEE Journal of Biomedical and Health Informatics, Piscataway, N.J., C1-1

journal article

Dynamic Polling Sequence Arrangement for Low-Latency Wireless LAN

Yunxin Lv, Lihua Ruan, Maluge Dias, Elaine Wong, Ye Feng, Ning Jiang, Kun Qiu

(2018), pp. 1-3, ACP 2018 : Proceedings of the 2018 Asia Communications and Photonics Conference, Hangzhou, China, E1-1

conference
2017

Round-Trip Delay Modeling for Smart Body Area Networks

Lihua Ruan, Maluge Dias, Ye Feng, Elaine Wong

(2017), Vol. 21, pp. 2528-2531, IEEE Communications Letters, Piscataway, N.J., C1-1

journal article

Predictive Resource Allocation for Tactile Internet Capable Passive Optical LANs

Elaine Wong, Maluge Dias, Lihua Ruan

(2017), Vol. 35, pp. 2629-2641, Journal of Lightwave Technology, Piscataway, N.J., C1-1

journal article

Towards tactile internet capable e-health: A delay performance study of downlink-dominated SmartBANs

Lihua Ruan, M Dias, Elaine Wong

(2017), GLOBECOM 2017 : Proceedings of IEEE Global Communications Conference, Singapore, Singapore, E1-1

conference

Towards ubiquitous e-health: modeling of SmartBAN hybrid MAC under periodic and emergency traffic

Lihua Ruan, M Dias, Elaine Wong

(2017), WCNC 2017 : Proceedings of IEEE 2017 Wireless Communications and Networking Conference, San Francisco, California, E1-1

conference

Delay-constrained framework for road safety and energy-efficient intelligent transportation systems

M Dias, E Grigoreva, C Machuca, L Wosinska, E Wong

(2017), ECOC 2017 : Proceedings of the 2017 European Conference on Optical Communication, Gothenburg, Sweden, E1-1

conference
2016

Time-optimized MAC for low latency and energy-efficient SmartBANs

Lihua Ruan, M Dias, Elaine Wong

(2016), INFOCOM 2016 : Proceedings of IEEE 35th International Conference on Computer Communications, San Fransisco, California, E1-1

conference

Minimizing latency of periodic monitoring traffic in smart body area networks (SmartBANs)

Elaine Wong, Lihua Ruan, Maluge Dias

(2016), ICTON 2016 : Proceedings of the 18th International Conference on Transparent Optical Network, Trento, Italy, E1-1

conference

Tactile internet capable passive optical LAN for healthcare

E Wong, M Dias, L Ruan

(2016), pp. 1-3, OECC 2016 : Proceedings of the 21st OptoElectronics and Communications Conference, Niigata-shi, Japan, E1-1

conference

Optical networks for healthcare

E Wong, M Dias, L Ruan

(2016), pp. 1-1, ACOFT 2016 : Proceedings of the 2016 Australian Conference on Optical Fibre Technology, Sydney, New South Wales, E1-1

conference
2015

Energy-efficient framework for time and wavelength division multiplexed passive optical networks

M Dias, D Pham Van, L Valcarenghi, E Wong

(2015), Vol. 7, pp. 496-504, Journal of Optical Communications and Networking, C1-1

journal article

Energy-saving framework for passive optical networks with ONU sleep/doze mode

D Van Pham, L Valcarenghi, M Dias, K Kondepu, P Castoldi, E Wong

(2015), Vol. 23, pp. A1-A14, Optics Express, United States, C1-1

journal article

Offline energy-efficient dynamic wavelength and bandwidth allocation algorithm for TWDM-PONs

M Dias, E Wong, D Pham Van, L Valcarenghi

(2015), Vol. 2015-September, pp. 5018-5023, IEEE International Conference on Communications, E1-1

conference
2014

Bayesian Estimation and Prediction-Based Dynamic Bandwidth Allocation Algorithm for Sleep/Doze-Mode Passive Optical Networks

Maluge Dias, B Karunaratne, Elaine Wong

(2014), Vol. 32, pp. 2560-2568, Journal of Lightwave Technology, Piscataway, N.J., C1-1

journal article

Advanced sleep-aware dynamic bandwidth allocation for 10G-EPONs

D Van, M Dias, K Kondepu, P Castoldi, E Wong, L Valcarenghi

(2014), pp. 2131-2136, 2014 IEEE Global Communications Conference, GLOBECOM 2014, E1-1

conference

Energy-efficient dynamic bandwidth allocation for long-reach passive optical networks

D Van, M Dias, K Kondepu, L Valcarenghi, P Castoldi, E Wong

(2014), pp. 999-1001, 2014 OptoElectronics and Communication Conference, OECC 2014 and Australian Conference on Optical Fibre Technology, ACOFT 2014, E1-1

conference

Energy-efficient dynamic wavelength and bandwidth allocation algorithm for TWDM-PONs with tunable VCSEL ONUs

M Dias, D Van, L Valcarenghi, E Wong

(2014), pp. 1007-1009, 2014 OptoElectronics and Communication Conference, OECC 2014 and Australian Conference on Optical Fibre Technology, ACOFT 2014, E1-1

conference
2013

Sleep/doze controlled dynamic bandwidth allocation algorithms for energy-efficient passive optical networks

M Dias, E Wong

(2013), Vol. 21, pp. 9931-9946, Optics Express, United States, C1-1

journal article
2012

1.3 μm short-cavity VCSELs enabling error-free transmission at 25 Gbit/s over 25 km fibre link

M Müller, P Wolf, C Grasse, M Dias, M Ortsiefer, G Böhm, E Wong, W Hofmann, D Bimberg, M Amann

(2012), Vol. 48, pp. 1487-1489, Electronics Letters, C1-1

journal article

Energy-efficiency of optical network units with vertical-cavity surface-emitting lasers

E Wong, M Mueller, M Dias, C Chan, M Amann

(2012), Vol. 20, pp. 14960-14970, Optics Express, United States, C1-1

journal article

Performance evaluation of VCSEL ONU using energy-efficient Just-In-Time dynamic bandwidth allocation algorithm

M Dias, E Wong

(2012), 2012 Photonics Global Conference, PGC 2012, E1-1

conference

Low-power transmitters for green access networks

E Wong, C Chan, M Dias, M Mueller, M Amann

(2012), 2012 Photonics Global Conference, PGC 2012, E1-1

conference

Funded Projects at Deakin

Industry and Other Funding

SummerTech Live Program 2024

Dr Mohamed Reda Bouadjenek, Dr Sunil Aryal, Dr Michael Hobbs, Dr Anh Dinh, Dr Anuroop Gaddam, Dr Muna Al-Hawawreh, Dr Aaron Spence, Dr Imali Dias

Victorian Chamber of Commerce and Industry

  • 2024: $77,500
  • 2023: $27,500

Supervisions

No completed student supervisions to report