Michal Aibin

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 58

Top Topics

British Columbia

Dynamic Routing

Monte Carlo Tree Search

Top Venues

Publications

Tianyi Chen, Xiaotong Guan, Shi Shuai, Cuiting Huang, Michal Aibin
Lite2: A Schemaless Zero-Copy Serialization Format. Comput. 13 (4) (2024)
Sommer Harris, Jaelyn Ma, Meet Patel, Kshitij Nair, Niranjan Velraj, Michal Aibin
Infrastructure Cost Analysis for Running Timetabling Software Using Various Deployment Architectures in the Cloud. ICNC (2024)
Jinda Zhang, Michal Aibin
Enhancing Tree Type Detection in Forest Fire Risk Assessment: Multi-Stage Approach and Color Encoding with Forest Fire Risk Evaluation Framework for UAV Imagery. CoRR (2024)
Arghavan Ayoughi, Chi Zhang, Stephen Okeleke, Shufei Li, Wei Xin, Yuhan Yue, Ania Aibin, Michal Aibin
Dragonfly Algorithm Application for Solving the Nurse Scheduling Problem. ICNC (2024)
Zhiwei Bao, Liu Liao-Liao, Zhiyu Wu, Yifan Zhou, Dan Fan, Michal Aibin, Yvonne Coady, Andrew Brownsword
Delta Tensor: Efficient Vector and Tensor Storage in Delta Lake. CoRR (2024)
Bingyan Li, Weiliang Liu, Salim Nader, Jiaqi Song, Chengyu Zhang, Michal Aibin
Cloud Load Balancing Algorithms Performance Evaluation Using a Unified Testing Platform. ICNC (2024)
Viral Tagdiwala, Artik Bharoliya, Parth Patel, Dhwanil Shah, Michal Aibin
Robust Client and Server State Synchronisation Framework For React Applications: react-state-sync. CCECE (2023)
Norman Kong Koon Kit, Michal Aibin
Study on High Availability and Fault Tolerance. ICNC (2023)
Cuiting Huang, Sicong Ye, Shi Shuai, Mengdi Wei, Yehong Zhou, Anna Aibin, Michal Aibin
Emergency Surgical Scheduling Model Based on Moth-flame Optimization Algorithm. ICNC (2023)
Rohan Sharma, Michal Aibin
Real-Time Search and Rescue using Remotely Piloted Aircraft System with Frame Dropping. ICNC (2023)
Liam Scholte, Rui Wang, Kwok K. Chung, Michal Aibin
Strata Fee Management in Condominiums via Smart Contracts. J. Theor. Appl. Electron. Commer. Res. 18 (3) (2023)
Zhenjie Zhou, Yiwu Chen, Fangyuan Huang, Yun Feng, Michal Aibin
Medical Imaging RPA System Design. CCECE (2023)
John David Maunder, Jiesi Zhang, Jianming Lu, Tianyi Chen, Zach Hindley, Eric Saczuk, Michal Aibin
AI-based General Visual Inspection of Aircrafts Based on YOLOv5. CCECE (2023)
Warisha Bilal, Ming Hsieh, Jeremy Liu, Angela Van, Michal Aibin
Adaptive Mapping Algorithm for Spectrally-Spatially Flexible Optical Networks. CCECE (2022)
Adel Kuanysheva, Andrew Graystone, Jeremy Lam, Joy Jia, Michal Aibin
Identification of Bioluminescent Deep Ocean Macro Organisms Using Computer Vision. UEMCON (2022)
Adrian Lee, Benny Jiang, Ingrid Zeng, Michal Aibin
Ocean Medical Waste Detection for CPU-Based Underwater Remotely Operated Vehicles (ROVs). UEMCON (2022)
Jennie Wu, Xavier El Chantiry, Tiras Gimpel, Michal Aibin
AI-Based Classification to Facilitate Preservation of British Columbia Endangered Birds Species. CCECE (2022)
Nolen B. Bryant, Kwok K. Chung, Jie Feng, Sommer Harris, Kristine N. Umeh, Michal Aibin
Q-Learning Based Routing in Optical Networks. CCECE (2022)
Tamik Zamaev, Muhammad Zubair, Alex Peng, Barry Pointon, Michal Aibin
Predicting Direction of Supernova Events Through the Use of Convolutional Neural Networks. SIGCSE (2021)
Michal Aibin, Nathan Chung, Tyler Gordon, Liam Lyford, Connor Vinchoff
On Short- and Long-Term Traffic Prediction in Optical Networks Using Machine Learning. ONDM (2021)
Josh Wong, Natalie Doan, Michal Aibin
Deep RMCSA for Resource Allocation in Spectrally-Spatially Flexible Optical Networks. UEMCON (2021)
Cody Chand, Angelo Villanueva, Matt Marty, Michal Aibin
Privacy Preserving Occupancy Detection Using NB IoT Sensors. CCECE (2021)
Cameron Woolfries, Martin Van Laethem, Nolan Crooks, Tushya Iyer, Michal Aibin
Slot Based Round Robin Algorithm for RMCSA Problem in a Spatially-Spectrally FONs. UEMCON (2021)
Justin Schrack, Roy Ortega, Kevin Dabu, Daniel Truong, Michal Aibin, Ania Aibin
Combining Tabu Search and Genetic Algorithm to Determine Optimal Nurse Schedules. CCECE (2021)
Michal Aibin, Motasem Aldiab, Ruchi Bhavsar, Jasleen Lodhra, Mino Reyes, Fifi Rezaeian, Eric Saczuk, Mahsa Taer, Maryam Taer
Survey of RPAS Autonomous Control Systems Using Artificial Intelligence. IEEE Access 9 (2021)
Harish Anantharajah, Karanveer Harika, Andrew Jayasinghe, Michal Aibin
COVID-19 Contact Tracing Using BLE and RFID for Data Protection and Integrity. UEMCON (2021)
Derek Wong, Shaun Tseng, Hally Mao, Michal Aibin
Regenerator Placement in Survivable Optical Networks Using Deep Tensor Neural Network. SIGCSE (2020)
Rama Ferguson, Brody Voth, Zachary di Giovanni, Diego Felix de Almeida, Michal Aibin
Honeybee Algorithm for Content Delivery Networks. CCECE (2020)
Michal Aibin, Krzysztof Walkowiak
Monte Carlo Tree Search with Last-Good-Reply Policy for Cognitive Optimization of Cloud-Ready Optical Networks. J. Netw. Syst. Manag. 28 (4) (2020)
Connor Vinchoff, Nathan Chung, Tyler Gordon, Liam Lyford, Michal Aibin
Traffic Prediction in Optical Networks Using Graph Convolutional Generative Adversarial Networks. ICTON (2020)
Bijal Patel, Haiyang Ji, Swati Nayak, Ting Ding, Yue Pan, Michal Aibin
On Efficient Candidate Path Selection for Dynamic Routing in Elastic Optical Networks. UEMCON (2020)
Siwei Zhao, Sanyami Shah, Kishan Patel, Nickyta Patel, Vachana Shetty, Michal Aibin
Adaptive Modulation Regenerator and Distance Aware Algorithm for Dynamic Routing in Elastic Optical Networks. UEMCON (2020)
Michal Aibin, Joseph Gotengco, Justin Tran, Jason Soukchamroeun, Connor Vinchoff, Nathan Chung
Energy Consumption Reduction of the Survivable Spectrally-Spatially Flexible Optical Networks. ICTON (2020)
Michal Aibin
LSTM for Cloud Data Centers Resource Allocation in Software-Defined Optical Networks. UEMCON (2020)
Diego Felix de Almeida, Jason Yen, Michal Aibin
Content Delivery Networks - Q-Learning Approach for Optimization of the Network Cost and the Cache Hit Ratio. CCECE (2020)
Michal Aibin, Stephen Cheng, David Xiao, Aldrich Huang
Optimization of Regenerator Placement in Optical Networks Using Deep Tensor Neural Network. UEMCON (2020)
Yuyu Lai, Ryan Norfield, Alexander Micsoniu, Raziq Khan, Michal Aibin
Overlapping Histograms for 3D Data Classification. ICNC (2020)
Joseph Gotengco, Justin Tran, Jason Soukchamroeun, Diego Felix de Almeida, Michal Aibin
Energy Consumption Reduction of the Spectrally-Spatially Flexible Optical Networks Based on the Energy Savings Algorithm. CCECE (2020)
Edyta Biernacka, Michal Aibin
On advantages of data driven traffic classification for dynamic routing in optical networks. ICNC (2020)
Justin Salisi, Edmund Yao, Emilie Zhang, Silvia Raschke, Nigel Halsted, Thom Bellaire, Michal Aibin
3D Models Recognition Using Overlap Histograms and Machine Learning. CCECE (2019)
Michal Aibin
Deep Learning for Cloud Resources Allocation: Long-Short Term Memory in EONs. ICTON (2019)
Stephen Cheng, David Xiao, Aldrich Huang, Michal Aibin
Machine Learning for Regenerator Placement Based on the Features of the Optical Network. ICTON (2019)
Mehdi Karimibiuki, Michal Aibin, Yuyu Lai, Raziq Khan, Ryan Norfield, Aaron Hunter
Drones' Face off: Authentication by Machine Learning in Autonomous IoT Systems. UEMCON (2019)
Michal Aibin
The Weather Impact on Efficient Home Heating with Smart Thermostats. CCECE (2019)
Robert Janzen, Sorina Chirhei, Yeonjae Kim, Michal Aibin
Modulation Assignment in Elastic Optical Networks Using Data Analytics. CCECE (2019)
Michal Aibin, Aaron Hunter
On Faculty Supervision in Industry Projects. WCCCE (2018)
Michal Aibin, Krzysztof Walkowiak
Monte Carlo Tree Search for Cross-Stratum Optimization of Survivable Inter-Data Center Elastic Optical Network. RNDM (2018)
Michal Aibin
Traffic prediction based on machine learning for elastic optical networks. Opt. Switch. Netw. 30 (2018)
Michal Aibin, Krzysztof Walkowiak, Soroush Haeri, Ljiljana Trajkovic
Traffic Prediction for Inter-Data Center Cross-Stratum Optimization Problems. ICNC (2018)
Michal Aibin, Krzysztof Walkowiak, Arunabha Sen
Software-defined adaptive survivability for elastic optical networks. Opt. Switch. Netw. 23 (2017)
Michal Aibin, Krzysztof Walkowiak
Analysis of inter-data center elastic optical network. ICTON (2017)
Michal Witold Przewozniczek, Krzysztof Walkowiak, Michal Aibin
The Effectiveness of the Simplicity in Evolutionary Computation. ACIIDS (2) (2017)
Michal Witold Przewozniczek, Krzysztof Walkowiak, Michal Aibin
The evolutionary cost of Baldwin effect in the routing and spectrum allocation problem in elastic optical networks. Appl. Soft Comput. 52 (2017)
Marija Furdek, Lena Wosinska, Róza Goscien, Konstantinos Manousakis, Michal Aibin, Krzysztof Walkowiak, Sashko Ristov, Marjan Gusev, José-Luis Marzo
An overview of security challenges in communication networks. RNDM (2016)
Michal Aibin, Krzysztof Walkowiak
Different strategies for dynamic multicast traffic protection in elastic optical networks. RNDM (2016)
Michal Aibin, Róza Goscien, Krzysztof Walkowiak
Multicasting versus anycasting: How to efficiently deliver content in elastic optical networks. ICTON (2016)
Michal Aibin, Krzysztof Walkowiak
Resource requirements in fixed-grid and flex-grid networks for dynamic provisioning of data center traffic. CCECE (2016)
Michal Aibin, Krzysztof Walkowiak
Defragmentation algorithm for joint dynamic and static routing problems in elastic optical networks with unicast and anycast traffic. ICNC (2016)
Michal Aibin, Mateusz Blazejewski
Complex Elastic Optical Network Simulator (CEONS). ICTON (2015)
Michal Aibin, Krzysztof Walkowiak
Adaptive survivability algorithm for path protection with various traffic classes in elastic optical networks. RNDM@WMNC (2015)
Michal Aibin, Krzysztof Walkowiak
Adaptive modulation and regenerator-aware dynamic routing algorithm in elastic optical networks. ICC (2015)
Michal Aibin, Krzysztof Walkowiak
Regenerator placement algorithms for cloud-ready Elastic Optical Networks. ICTON (2015)
Michal Aibin, Krzysztof Walkowiak
Dynamic routing of anycast and unicast traffic in elastic optical networks with various modulation formats - Trade-off between blocking probability and network cost. HPSR (2014)
Michal Aibin, Krzysztof Walkowiak
Simulated Annealing algorithm for optimization of elastic optical networks with unicast and anycast traffic. ICTON (2014)