Machine Learning-Based Queueing Time Analysis in XGPON

QR Code

Machine Learning-Based Queueing Time Analysis in XGPON

Machine learning has been a popular approach in predicting future demand. In optical access network, machine learning can best predict bandwidth demand so as to reduce delays. This paper presented a machine learning approach to learn queueing time in XGPON given the traffic load, number of frames an...

Full description

Bibliographic Details
Published in:	International Journal of Nanoelectronics and Materials
Main Author:	Ismail N.A.; Idrus S.M.; Iqbal F.; Zin A.M.; Atan F.; Ali N.
Format:	Article
Language:	English
Published:	Universiti Malaysia Perlis 2021
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126105720&partnerID=40&md5=076f8bf3d544331f38ddc000eda19849

Similar Items

Performance evaluation of comprehensive bandwidth utilization for 10-gigabit passive optical network
by: Ismail N.A.; Idrus S.M.; Butt R.H.; Iqbal F.; Zin A.M.; Atan F.
Published: (2019)

A comparison of technologies for smart queueing system to cater social distancing issue
by: Sharip A.A.; Rahid N.N.A.; Zain S.M.M.; Halim S.A.; Buja A.G.; Halim F.H.
Published: (2021)

Understanding Degradation Attack and TCP Performance in Next Generation Passive Optical Network
by: Atan F.M.; Zulkifl N.; Idrus S.M.; Ismail N.A.; Zin A.M.
Published: (2021)

Impact of security breach on the upstream delay performance of next generation gigabit passive optical networks
by: Atan F.M.; Zulkifli N.; Idrus S.M.; Ismail N.A.; Zin A.M.
Published: (2019)

Mitigating DBA Exploits: Enhanced Security Against Degradation Attacks in XG-PON
by: Atan F.M.; Zulkifli N.; Idrus S.M.; Zin N.A.M.; Ismail N.A.
Published: (2024)

A conceptual design of smart queueing management system for multiple organizations in urban transformation centre (UTC) Melaka
by: Rashid N.N.A.; Zain S.M.M.; Halim S.A.; Sharip A.A.; Buja A.G.
Published: (2023)

Water Quality Classification Using Machine Learning
by: Arifin F.F.T.; Idrus Z.; Halim S.A.; Ahmarofi A.A.; Ahmad K.A.
Published: (2023)

Real-time voltage stability monitoring using machine learning-based pmu measurements
by: Amroune M.; Bourzami A.; Zellagui M.; Musirin I.
Published: (2021)

A Comparative Study of Gaussian Process Machine Learning and Time Series Analysis Techniques for Predicting Unemployment Rate
by: Aris M.N.M.; Nagaratnam S.; Zakaria N.N.; Mohd Azami M.F.A.; Samsudin M.A.I.; Othman E.S.
Published: (2024)

Lung disease recognition methods using audio-based analysis with machine learning
by: Sabry, et al.
Published: (2024)

Lung disease recognition methods using audio-based analysis with machine learning
by: Sabry A.H.; I. Dallal Bashi O.; Nik Ali N.H.; Mahmood Al Kubaisi Y.
Published: (2024)

Investigating the Predictive Performance of Gaussian Process Machine Learning in Time Series Demographic Data Handling
by: Nagaratnam S.; Aris M.N.M.; Hamdan N.N.A.
Published: (2024)

Cloud failure prediction based on traditional machine learning and deep learning
by: Tengku Asmawi T.N.; Ismail A.; Shen J.
Published: (2022)

Comparative Analysis of Machine Learning Algorithms Through Visualizations
by: Ismail M.H.; Razak T.R.; Noor N.M.; Aziz A.A.
Published: (2023)

A Comparative Study of Univariate and Multivariate Time Series Forecasting for CPO Prices Using Machine Learning Techniques
by: Mohd Fuad J.N.F.D.; Ibrahim Z.; Adam N.L.; Mat Diah N.
Published: (2024)

Detecting ADHD Subjects Using Machine Learning Algorithm
by: Mohd A.; Ali A.M.; Halim S.A.
Published: (2022)

A new real-time maximum power point tracking scheme for PV-BASED microgrid STABILITY using online DEEP ridge extreme learning machine algorithm
by: Satpathy, et al.
Published: (2023)

A new real-time maximum power point tracking scheme for PV-BASED microgrid STABILITY using online DEEP ridge extreme learning machine algorithm
by: Satpathy A.; Nayak N.; Hannon N.; Ali N.H.N.
Published: (2023)

Pattern analysis on Aquilaria Malaccensis using machine learning
by: Hasnu Al-Hadi A.H.‘.; Mohd Huzir S.M.H.; Zaidi A.H.; Ismail N.; Mohd Yusoff Z.; Haron M.H.; Taib M.N.
Published: (2024)

Sentiment Analysis on COVID-19 Vaccine Tweets using Machine Learning and Deep Learning Algorithms
by: Jain T.; Verma V.K.; Sharma A.K.; Saini B.; Purohit N.; Bhavika; Mahdin H.; Ahmad M.; Darman R.; Haw S.-C.; Shaharudin S.M.; Arshad M.S.
Published: (2023)

Machine learning predictor models in the electronic properties of alkanes based on degree-topology indices
by: Zabidi Z.M.; Alias A.N.; Zakaria N.A.; Mahmud Z.S.; Ali R.; Yaakob M.K.; Masrom S.
Published: (2021)

A Study of Sentiment Analysis in Customer Food Preferences Through Machine Learning
by: Nasir N.; Zahari S.M.; Januri S.S.; Aidil N.I.B.M.; Pauzi N.I.N.M.; Zubir A.Z.
Published: (2024)

Machine learning prediction of video-based learning with technology acceptance model
by: Rahman R.A.; Masrom S.; Samad N.H.A.; Daud R.M.; Mutia E.
Published: (2023)

Clinical Spasticity Assessment Assisted by Machine Learning Methods and Rule-Based Decision
by: Yee J.; Low C.Y.; Mohamad Hashim N.; Che Zakaria N.A.; Johar K.; Othman N.A.; Chieng H.H.; Hanapiah F.A.
Published: (2023)

Urban building detection using object-based image analysis (OBIA) and machine learning (ML) algorithms
by: Norman M.; Shahar H.M.; Mohamad Z.; Rahim A.; Mohd F.A.; Shafri H.Z.M.
Published: (2021)

Tree-based Machine Learning and Deep Learning in Predicting Investor Intention to Public Private Partnership
by: Amin A.; Rahmawaty; Lautania M.F.; Masrom S.; Rahman R.A.
Published: (2023)

Machine Learning in Safety and Health Research: A Scientometric Analysis
by: Abdullah K.H.; Sofyan D.
Published: (2023)

Application Analysis of Machine Learning in Intelligent Operation and Maintenance System
by: Jubo J.; Abdul Malek Wan Abdullah W.; Chen Z.; Binti Anwar N.
Published: (2022)

Analysis of Machine Learning in Classifying Bank Profitability with Corruption Factor
by: Masrom S.; Septiyanti R.; Ahmad A.; Rahman R.A.; Sulaiman N.
Published: (2024)

Machine Learning in Reverse Migration Classification
by: Mohd Hussain N.H.; Anuar A.; Masrom S.; Mohd T.; Ahmad N.A.; Byrd H.
Published: (2024)

Element Extraction and Reconstruction of Lingnan Clothing Based on Machine Learning
by: Mo L.; Aris A.B.; Zhang X.; Gu H.
Published: (2023)

Development of machine learning algorithms in student performance classification based on online learning activities
by: Alias M.A.H.; Aziz M.A.A.; Hambali N.; Taib M.N.
Published: (2024)

Predicting Mental Health Disorder on Twitter Using Machine Learning Techniques
by: Lim S.R.; Kamarudin N.S.; Ismail N.H.; Hisham Ismail N.A.; Mohamad Kamal N.A.
Published: (2023)

Pothole Sensing and Analysis with Doppler Audio Signal Spectrum Employing Machine Learning Algorithms
by: Zainuddin S.; Ismail M.A.D.; Nasir H.M.; Rashid N.E.A.; Shariff K.K.M.; Abidin I.Z.
Published: (2024)

Utilizing Machine Learning in Medical Diagnosis: Systematic Review and Empirical Analysis
by: Alazaidah R.; Hassan M.; Al-Rbabah L.; Samara G.; Yusof M.; Al-Sherideh A.S.
Published: (2023)

Comparative analysis of machine learning techniques for so2 prediction modelling
by: Shaziayani W.N.; Noor N.M.; Azan S.; Ul-Saufie A.Z.
Published: (2023)

A Sentiment Analysis Framework on COVID-19 in Major Cities of Malaysia based on Tweets using Machine Learning Classification Model
by: Aminuddin R.; Bistamam M.A.; Ibrahim S.; Abu Mangshor N.N.; Fesol S.F.A.; Wahab N.I.F.A.
Published: (2021)

Deep Reinforcement Learning-based resource allocation strategy for Energy Harvesting-Powered Cognitive Machine-to-Machine Networks
by: Xu Y.-H.; Tian Y.-B.; Searyoh P.K.; Yu G.; Yong Y.-T.
Published: (2020)

A VIEW OF TIME IN OPEN AND DISTANCE LEARNING
by: Jing H.F.; Noh M.A.M.; Ibrahim R.; Ilias M.F.
Published: (2022)

Genetic Programming Based Automated Machine Learning in Classifying ESG Performances
by: Rahman A.S.A.; Masrom S.; Rahman R.A.; Ibrahim R.; Gilal A.R.
Published: (2024)