Michal Aibin

Orcid: 0000-0001-9800-834X

According to our database1, Michal Aibin authored at least 67 papers between 2014 and 2024.

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Bibliography

2024
Lite2: A Schemaless Zero-Copy Serialization Format.
Comput., April, 2024

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

Delta Tensor: Efficient Vector and Tensor Storage in Delta Lake.
CoRR, 2024

Reinforcement Learning for Power Management in Low-margin Optical Networks.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Cloud Resource Allocation Recommendation Based on Machine Learning.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Cloud Load Balancing Algorithms Performance Evaluation Using a Unified Testing Platform.
Proceedings of the International Conference on Computing, Networking and Communications, 2024

Infrastructure Cost Analysis for Running Timetabling Software Using Various Deployment Architectures in the Cloud.
Proceedings of the International Conference on Computing, Networking and Communications, 2024

Dragonfly Algorithm Application for Solving the Nurse Scheduling Problem.
Proceedings of the International Conference on Computing, Networking and Communications, 2024

2023
Strata Fee Management in Condominiums via Smart Contracts.
J. Theor. Appl. Electron. Commer. Res., 2023

Real-Time Search and Rescue using Remotely Piloted Aircraft System with Frame Dropping.
Proceedings of the International Conference on Computing, Networking and Communications, 2023

Study on High Availability and Fault Tolerance.
Proceedings of the International Conference on Computing, Networking and Communications, 2023

Emergency Surgical Scheduling Model Based on Moth-flame Optimization Algorithm.
Proceedings of the International Conference on Computing, Networking and Communications, 2023

Medical Imaging RPA System Design.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023

Robust Client and Server State Synchronisation Framework For React Applications: react-state-sync.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023

AI-based General Visual Inspection of Aircrafts Based on YOLOv5.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023

2022
Ocean Medical Waste Detection for CPU-Based Underwater Remotely Operated Vehicles (ROVs).
Proceedings of the 13th IEEE Annual Ubiquitous Computing, 2022

Identification of Bioluminescent Deep Ocean Macro Organisms Using Computer Vision.
Proceedings of the 13th IEEE Annual Ubiquitous Computing, 2022

AI-Based Classification to Facilitate Preservation of British Columbia Endangered Birds Species.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

Q-Learning Based Routing in Optical Networks.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

Adaptive Mapping Algorithm for Spectrally-Spatially Flexible Optical Networks.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

2021
Survey of RPAS Autonomous Control Systems Using Artificial Intelligence.
IEEE Access, 2021

Slot Based Round Robin Algorithm for RMCSA Problem in a Spatially-Spectrally FONs.
Proceedings of the 12th IEEE Annual Ubiquitous Computing, 2021

Deep RMCSA for Resource Allocation in Spectrally-Spatially Flexible Optical Networks.
Proceedings of the 12th IEEE Annual Ubiquitous Computing, 2021

COVID-19 Contact Tracing Using BLE and RFID for Data Protection and Integrity.
Proceedings of the 12th IEEE Annual Ubiquitous Computing, 2021

Predicting Direction of Supernova Events Through the Use of Convolutional Neural Networks.
Proceedings of the SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021

On Short- and Long-Term Traffic Prediction in Optical Networks Using Machine Learning.
Proceedings of the International Conference on Optical Network Design and Modeling, 2021

Combining Tabu Search and Genetic Algorithm to Determine Optimal Nurse Schedules.
Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021

Privacy Preserving Occupancy Detection Using NB IoT Sensors.
Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021

2020
Resilient SDN, CDN and ICN Technology and Solutions.
Proceedings of the Guide to Disaster-Resilient Communication Networks, 2020

Monte Carlo Tree Search with Last-Good-Reply Policy for Cognitive Optimization of Cloud-Ready Optical Networks.
J. Netw. Syst. Manag., 2020

Adaptive Modulation Regenerator and Distance Aware Algorithm for Dynamic Routing in Elastic Optical Networks.
Proceedings of the 11th IEEE Annual Ubiquitous Computing, 2020

On Efficient Candidate Path Selection for Dynamic Routing in Elastic Optical Networks.
Proceedings of the 11th IEEE Annual Ubiquitous Computing, 2020

Optimization of Regenerator Placement in Optical Networks Using Deep Tensor Neural Network.
Proceedings of the 11th IEEE Annual Ubiquitous Computing, 2020

LSTM for Cloud Data Centers Resource Allocation in Software-Defined Optical Networks.
Proceedings of the 11th IEEE Annual Ubiquitous Computing, 2020

Regenerator Placement in Survivable Optical Networks Using Deep Tensor Neural Network.
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020

Traffic Prediction in Optical Networks Using Graph Convolutional Generative Adversarial Networks.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Energy Consumption Reduction of the Survivable Spectrally-Spatially Flexible Optical Networks.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

Overlapping Histograms for 3D Data Classification.
Proceedings of the International Conference on Computing, Networking and Communications, 2020

On advantages of data driven traffic classification for dynamic routing in optical networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2020

Energy Consumption Reduction of the Spectrally-Spatially Flexible Optical Networks Based on the Energy Savings Algorithm.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020

Honeybee Algorithm for Content Delivery Networks.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020

Content Delivery Networks - Q-Learning Approach for Optimization of the Network Cost and the Cache Hit Ratio.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020

2019
Drones' Face off: Authentication by Machine Learning in Autonomous IoT Systems.
Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019

Machine Learning for Regenerator Placement Based on the Features of the Optical Network.
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019

Deep Learning for Cloud Resources Allocation: Long-Short Term Memory in EONs.
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019

3D Models Recognition Using Overlap Histograms and Machine Learning.
Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019

Modulation Assignment in Elastic Optical Networks Using Data Analytics.
Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019

The Weather Impact on Efficient Home Heating with Smart Thermostats.
Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019

2018
Traffic prediction based on machine learning for elastic optical networks.
Opt. Switch. Netw., 2018

On Faculty Supervision in Industry Projects.
Proceedings of the WCCCE 2018: Western Canadian Conference on Computing Education, 2018

Monte Carlo Tree Search for Cross-Stratum Optimization of Survivable Inter-Data Center Elastic Optical Network.
Proceedings of the 10th International Workshop on Resilient Networks Design and Modeling, 2018

Traffic Prediction for Inter-Data Center Cross-Stratum Optimization Problems.
Proceedings of the 2018 International Conference on Computing, 2018

2017
Software-defined adaptive survivability for elastic optical networks.
Opt. Switch. Netw., 2017

The evolutionary cost of Baldwin effect in the routing and spectrum allocation problem in elastic optical networks.
Appl. Soft Comput., 2017

Analysis of inter-data center elastic optical network.
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

The Effectiveness of the Simplicity in Evolutionary Computation.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016
An overview of security challenges in communication networks.
Proceedings of the 2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016

Different strategies for dynamic multicast traffic protection in elastic optical networks.
Proceedings of the 2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016

Multicasting versus anycasting: How to efficiently deliver content in elastic optical networks.
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016

Defragmentation algorithm for joint dynamic and static routing problems in elastic optical networks with unicast and anycast traffic.
Proceedings of the 2016 International Conference on Computing, 2016

Resource requirements in fixed-grid and flex-grid networks for dynamic provisioning of data center traffic.
Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

2015
Adaptive survivability algorithm for path protection with various traffic classes in elastic optical networks.
Proceedings of the 7th International Workshop on Reliable Networks Design and Modeling, 2015

Regenerator placement algorithms for cloud-ready Elastic Optical Networks.
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015

Complex Elastic Optical Network Simulator (CEONS).
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015

Adaptive modulation and regenerator-aware dynamic routing algorithm in elastic optical networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014
Simulated Annealing algorithm for optimization of elastic optical networks with unicast and anycast traffic.
Proceedings of the 16th International Conference on Transparent Optical Networks, 2014

Dynamic routing of anycast and unicast traffic in elastic optical networks with various modulation formats - Trade-off between blocking probability and network cost.
Proceedings of the IEEE 15th International Conference on High Performance Switching and Routing, 2014


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