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Advanced GPU and Distributed Computing Extensions
This module provides GPU acceleration and distributed computing capabilities for advanced clustering, enabling massive scalability and performance improvements for large-scale clustering tasks.
§High-Performance Computing Features
- GPU Acceleration - CUDA/OpenCL/ROCm GPU acceleration with automatic fallback
- Distributed Computing - Multi-node clustering with fault tolerance
- Hybrid GPU-Distributed - Combined GPU and distributed processing
- Advanced Memory Management - Optimized GPU memory allocation and transfer
- Load Balancing - Dynamic workload distribution across nodes
- Fault Tolerance - Automatic recovery from worker node failures Advanced GPU and Distributed Computing Extensions
This module provides GPU acceleration and distributed computing capabilities for Advanced clustering, enabling massive scalability and performance improvements for large-scale clustering tasks.
Structs§
- Clustering
Communication Protocol - Communication
Overhead - Custom
GpuOptimization - Custom GPU optimization configuration
- Distributed
Advanced Clusterer - Distributed Advanced clustering system
- Distributed
Advanced Result - Distributed clustering result
- Distributed
Load Balancer - Distributed
Processing Metrics - Fault
Tolerance Manager - GpuAcceleration
Config - GPU acceleration configuration
- GpuAcceleration
Metrics - GpuAdvanced
Clusterer - GPU-accelerated Advanced clusterer
- GpuAdvanced
Result - GPU-accelerated clustering result
- GpuKernel
Executor - GpuKernel
Stats - GpuMemory
Manager - GpuMemory
Stats - GpuPerformance
Monitor - GpuTensor
- Hybrid
Coordination Engine - Hybrid
Coordination Metrics - Hybrid
GpuDistributed Clusterer - Hybrid GPU-Distributed clustering system
- Hybrid
GpuDistributed Result - Hybrid GPU-distributed result
- Hybrid
Resource Optimizer - Load
Balancing Stats - Resource
Utilization Stats - Worker
Clustering Result - Worker
Node Config - Worker node configuration for distributed clustering
- Worker
Performance Stats
Enums§
- Coordination
Strategy - Coordination strategies for distributed clustering
- GpuDevice
Selection - GPU device selection strategies
- GpuMemory
Strategy - GPU memory management strategies
- GpuOptimization
Level - GPU optimization levels