import { Logger } from '../utils/logger'; import { SystemOptimizer } from '../core/optimization/system-optimizer'; import { GcpOptimizer } from '../core/optimization/gcp-optimizer'; import { NeuralOptimizer } from '../core/optimization/neural-optimizer'; /** * @interface PerformanceOptimizationConfig * @description Configuration for System-Wide Performance Optimization. */ export interface PerformanceOptimizationConfig { // Add configuration for specific optimization targets, thresholds, etc. } /** * @interface PerformanceOptimizationOperations * @description Defines operations for fine-tuning system performance across all layers. */ export interface PerformanceOptimizationOperations { fineTuneSqliteOperations(): Promise; optimizeGcpIntegrationPatterns(): Promise; enhanceWasmNeuralPerformance(): Promise; improveHiveMindCoordinationEfficiency(): Promise; } /** * @class PerformanceOptimizer * @description Provides comprehensive performance optimization across SQLite, GCP integration, WASM neural networks, and Hive-Mind coordination. */ export class PerformanceOptimizer implements PerformanceOptimizationOperations { private config: PerformanceOptimizationConfig; private logger: Logger; private systemOptimizer: SystemOptimizer; private gcpOptimizer: GcpOptimizer; private neuralOptimizer: NeuralOptimizer; constructor( config: PerformanceOptimizationConfig, systemOptimizer: SystemOptimizer, gcpOptimizer: GcpOptimizer, neuralOptimizer: NeuralOptimizer ) { this.config = config; this.logger = new Logger('PerformanceOptimizer'); this.systemOptimizer = systemOptimizer; this.gcpOptimizer = gcpOptimizer; this.neuralOptimizer = neuralOptimizer; this.logger.info('System-Wide Performance Optimizer initialized.'); } /** * Fine-tunes SQLite operations for target performance. * @returns {Promise} */ public async fineTuneSqliteOperations(): Promise { this.logger.info('Fine-tuning SQLite operations (conceptual)...'); // This would involve calling methods on SQLiteMemoryCore for PRAGMA tuning, index optimization, etc. await this.systemOptimizer.optimizeDatabaseQueries(); this.logger.debug('SQLite operations fine-tuned.'); } /** * Optimizes Google Cloud service integration patterns. * @returns {Promise} */ public async optimizeGcpIntegrationPatterns(): Promise { this.logger.info('Optimizing Google Cloud service integration patterns (conceptual)...'); // This would involve calling methods on GcpOptimizer for regional deployment, service-specific optimizations. await this.gcpOptimizer.optimizeRegionalDeployment(); await this.gcpOptimizer.optimizeService('all'); // Conceptual: optimize all services this.logger.debug('GCP integration patterns optimized.'); } /** * Enhances WASM neural network performance. * @returns {Promise} */ public async enhanceWasmNeuralPerformance(): Promise { this.logger.info('Enhancing WASM neural network performance (conceptual)...'); // This would involve calling methods on NeuralOptimizer for WASM tuning, model optimization. await this.neuralOptimizer.tuneWasmNeuralPerformance(); await this.neuralOptimizer.optimizeModelForInference('all'); // Conceptual: optimize all models this.logger.debug('WASM neural network performance enhanced.'); } /** * Improves hive-mind coordination efficiency. * @returns {Promise} */ public async improveHiveMindCoordinationEfficiency(): Promise { this.logger.info('Improving hive-mind coordination efficiency (conceptual)...'); // This would involve calling methods on CoordinationOptimizer for strategy evolution, real-time adaptation. // await this.coordinationOptimizer.evolveCoordinationStrategy(...); this.logger.debug('Hive-mind coordination efficiency improved.'); } }