Edge Computing Client-Server Architecture Federated Learning Parallel Computing Scalability Decentralized Learning Performance Optimization Decentralized Computing Asynchronous Processing Load Balancing Hashing Design Principles Resource Management Global Cache Management Data Processing Concurrent Algorithms Failure Detection Inter-GPU Communication Theorems Decentralized Architectures Data Distribution Concurrency Control Security Protocols