517 results on '"James Won-Ki Hong"'
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2. End-to-End Verifiable Decentralized Federated Learning.
3. A2C Reinforcement Learning for Cryptocurrency Trading and Asset Management.
4. Optimizing Block Propagation in Bitcoin Network with Region-based Neighbor Selection Using Reinforcement Learning.
5. SFC Consolidation: Energy-aware SFC Management using Deep Reinforcement Learning.
6. Optimizing Video Conferencing QoS: A DRL-based Bitrate Allocation Framework.
7. S-Witch: Switch Configuration Assistant with LLM and Prompt Engineering.
8. Towards Effective Reinforcement Learning in Video Conferencing using Network Status Data and Model Analysis.
9. AI-based Network Function Virtualization Orchestration.
10. Log-TF-IDF for Anomaly Detection in Network Switches.
11. Towards Intent-based Configuration for Network Function Virtualization using In-context Learning in Large Language Models.
12. Global Communications Newsletter.
13. AI-Driven Data Analytics and Intent-Based Networking for Orchestration and Control of B5G Consumer Electronics Services.
14. Network Traffic Prediction and Auto-Scaling of SFC using Temporal Fusion Transformer.
15. Analyzing the Effect of Observer Node Addition Strategy on Bitcoin Double-Spending Attack Detection Using Graph Neural Network.
16. Enhancing QoE of WebRTC-based Video Conferencing using Deep Reinforcement Learning.
17. Improve Video Conferencing Quality with Deep Reinforcement Learning.
18. Alleviating Crypto Gas War in NFT Launching.
19. Gas Cost Analysis of Fractional NFT on the Ethereum Blockchain.
20. Service Applicable Blockchain-based Self-Sovereign Identity Management System.
21. A Comprehensive and Quantitative Evaluation Method for Blockchain Protocols.
22. Log Analysis and Prediction for Anomaly Detection in Network Switches.
23. SDN Lullaby: VM Consolidation for SDN using Transformer-Based Deep Reinforcement Learning.
24. Fractional non-fungible tokens: Overview, evaluation, marketplaces, and challenges.
25. Innovations in Blockchain for Crypto Assets and Exchanges.
26. Survey on blockchain-based non-fungible tokens: History, technologies, standards, and open challenges.
27. Bitcoin Double-Spending Attack Detection using Graph Neural Network.
28. Stabilizing Deep Reinforcement Learning Model Training for Video Conferencing.
29. Adaptive Ensemble Learning-based Network Resource Workload Prediction for VNF Lifecycle Management.
30. Updating VNF deployment with Scaling Actions using Reinforcement Algorithms.
31. An Analysis of Crypto Gas Wars in Ethereum.
32. DeTRM: Decentralised Trust and Reputation Management for Blockchain-based Supply Chains.
33. VM Failure Prediction with Log Analysis using BERT-CNN Model.
34. CODE: Blockchain-based Travel Rule Compliance System.
35. Anomaly detection based on system text logs of virtual network functions.
36. Design of Blockchain-based Travel Rule Compliance System.
37. RNN-EdgeQL: An auto-scaling and placement approach for SFC.
38. Graph neural network-based virtual network function deployment optimization.
39. Virtual Machine Failure Prediction using Log Analysis.
40. Performance Evaluation of Ethereum Private and Testnet Networks Using Hyperledger Caliper.
41. Performance Analysis of Applying Deep Learning for Virtual Background of WebRTC-based Video Conferencing System.
42. Cos-CBDC: Design and Implementation of CBDC on Cosmos Blockchain.
43. Machine Learning-Based Auto-Scaler for Video Conferencing Systems.
44. Reinforcement Learning based Load Balancing for Data Center Networks.
45. GRU and EdgeQ-Learning based Traffic Prediction and Scaling of SFC.
46. Streaming Pattern Based Feature Extraction for Training Neural Network Classifier to Predict Quality of VOD services.
47. Proactive Live Migration for Virtual Network Functions using Machine Learning.
48. EdgeDQN: Multiple SFC Placement in Edge Computing Environment.
49. Oversampling Techniques for Detecting Bitcoin Illegal Transactions.
50. Q-learning based Service Function Chaining using VNF Resource-aware Reward Model.
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