@clduab11/gemini-flow
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Revolutionary AI agent swarm coordination platform with Google Services integration, multimedia processing, and production-ready monitoring. Features 8 Google AI services, quantum computing capabilities, and enterprise-grade security.
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JavaScript
/**
* Performance Optimization Strategies for Google Services
*
* Comprehensive caching, CDN configuration, and database optimization
* strategies with specific hit rate targets and performance improvements
*/
class PerformanceOptimizationStrategies {
constructor() {
this.cachingStrategies = new Map();
this.cdnConfigurations = new Map();
this.databaseOptimizations = new Map();
this.resourcePooling = new Map();
this.loadBalancingConfigs = new Map();
this.initializeOptimizationStrategies();
}
/**
* Initialize all optimization strategies for Google Services
*/
initializeOptimizationStrategies() {
this.setupCachingStrategies();
this.setupCDNConfigurations();
this.setupDatabaseOptimizations();
this.setupResourcePooling();
this.setupLoadBalancing();
}
/**
* Setup caching strategies with specific hit rate targets
*/
setupCachingStrategies() {
const cachingStrategies = {
"streaming-api": {
strategy: "multi-layer",
layers: {
l1: {
type: "in-memory",
technology: "Redis Cluster",
size: "16GB",
ttl: {
textResponses: "5m",
multimediaMetadata: "15m",
userSessions: "30m",
},
hitRateTarget: 0.98,
evictionPolicy: "LRU",
},
l2: {
type: "distributed",
technology: "Hazelcast",
size: "64GB",
ttl: {
textResponses: "1h",
multimediaContent: "6h",
modelOutputs: "24h",
},
hitRateTarget: 0.85,
evictionPolicy: "LFU",
},
l3: {
type: "persistent",
technology: "Apache Ignite",
size: "256GB",
ttl: {
historicalData: "7d",
analyticsData: "30d",
trainingData: "90d",
},
hitRateTarget: 0.7,
evictionPolicy: "Time-based",
},
},
implementation: {
cacheWarmup: {
enabled: true,
strategy: "predictive",
patterns: [
"user_behavior",
"temporal_patterns",
"content_popularity",
],
},
invalidation: {
strategy: "event-driven",
triggers: [
"content_update",
"model_retrain",
"user_preference_change",
],
},
monitoring: {
hitRateAlert: 0.95, // Alert if hit rate drops below 95%
latencyThreshold: "10ms",
memoryUsageThreshold: 0.85,
},
},
expectedImprovement: {
latencyReduction: "60-80%",
throughputIncrease: "200-300%",
resourceSavings: "40-60%",
},
},
agentspace: {
strategy: "distributed-coordination",
layers: {
l1: {
type: "agent-local",
technology: "Caffeine Cache",
size: "2GB per agent",
ttl: {
coordinationStates: "30s",
messageCache: "2m",
taskResults: "10m",
},
hitRateTarget: 0.95,
evictionPolicy: "Size-based",
},
l2: {
type: "swarm-shared",
technology: "Redis Sentinel",
size: "32GB",
ttl: {
swarmState: "5m",
agentCapabilities: "1h",
taskDefinitions: "24h",
},
hitRateTarget: 0.9,
evictionPolicy: "TTL with refresh-ahead",
},
},
implementation: {
consistency: {
model: "eventual",
conflictResolution: "last-writer-wins",
syncInterval: "1s",
},
partitioning: {
strategy: "hash-based",
replicationFactor: 3,
autoRebalancing: true,
},
},
expectedImprovement: {
coordinationLatency: "70-85%",
messageLatency: "50-70%",
agentSpawnTime: "40-60%",
},
},
veo3: {
strategy: "content-aware",
layers: {
l1: {
type: "preprocessing",
technology: "Redis with GPU acceleration",
size: "64GB",
ttl: {
frameBuffers: "10m",
intermediateResults: "1h",
renderCache: "24h",
},
hitRateTarget: 0.8,
evictionPolicy: "Size with priority",
},
l2: {
type: "asset-storage",
technology: "MinIO with SSD",
size: "1TB",
ttl: {
videoAssets: "7d",
templateLibrary: "30d",
userProjects: "90d",
},
hitRateTarget: 0.75,
compressionEnabled: true,
},
},
implementation: {
prefetching: {
enabled: true,
strategy: "ml-predicted",
models: ["user_pattern", "content_similarity", "time_series"],
},
streaming: {
enabled: true,
chunkSize: "4MB",
parallelStreams: 8,
},
},
expectedImprovement: {
renderTime: "30-50%",
storageEfficiency: "60-80%",
userExperience: "significant",
},
},
imagen4: {
strategy: "asset-optimized",
layers: {
l1: {
type: "generation-cache",
technology: "Redis with image optimization",
size: "32GB",
ttl: {
generatedImages: "2h",
imageVariations: "6h",
styleTransfers: "12h",
},
hitRateTarget: 0.85,
compressionEnabled: true,
},
l2: {
type: "asset-cdn",
technology: "CloudFlare R2",
size: "unlimited",
ttl: {
finalImages: "30d",
userGalleries: "90d",
publicAssets: "1y",
},
hitRateTarget: 0.9,
globalDistribution: true,
},
},
implementation: {
imageOptimization: {
enabled: true,
formats: ["WebP", "AVIF", "JPEG-XL"],
qualityLevels: [75, 85, 95],
responsiveImages: true,
},
deduplication: {
enabled: true,
algorithm: "perceptual-hash",
threshold: 0.95,
},
},
expectedImprovement: {
generationTime: "40-60%",
storageReduction: "70-85%",
bandwidthSavings: "50-70%",
},
},
"co-scientist": {
strategy: "computation-aware",
layers: {
l1: {
type: "computation-results",
technology: "Redis with scientific computing extensions",
size: "16GB",
ttl: {
hypothesisResults: "1h",
statisticalAnalysis: "24h",
modelPredictions: "48h",
},
hitRateTarget: 0.92,
evictionPolicy: "Computation-cost-aware",
},
l2: {
type: "dataset-cache",
technology: "Apache Arrow with Parquet",
size: "128GB",
ttl: {
datasets: "7d",
preprocessedData: "30d",
trainingData: "90d",
},
hitRateTarget: 0.88,
compressionEnabled: true,
},
},
implementation: {
computationCaching: {
enabled: true,
fingerprintAlgorithm: "SHA-256",
parameterSensitivity: "high",
},
distributedComputing: {
enabled: true,
framework: "Apache Spark",
cachePartitioning: "data-locality-aware",
},
},
expectedImprovement: {
validationTime: "50-70%",
analysisTime: "60-80%",
resourceUtilization: "40-60%",
},
},
chirp: {
strategy: "audio-optimized",
layers: {
l1: {
type: "synthesis-cache",
technology: "Redis with audio codecs",
size: "8GB",
ttl: {
synthesizedAudio: "30m",
voiceModels: "24h",
audioSegments: "1h",
},
hitRateTarget: 0.9,
evictionPolicy: "Audio-quality-aware",
},
l2: {
type: "voice-library",
technology: "MinIO with audio optimization",
size: "64GB",
ttl: {
voiceProfiles: "30d",
audioLibrary: "90d",
userRecordings: "1y",
},
hitRateTarget: 0.85,
compressionEnabled: true,
},
},
implementation: {
audioOptimization: {
enabled: true,
codecs: ["Opus", "AAC", "MP3"],
bitrateAdaptation: true,
realTimeProcessing: true,
},
voiceFingerprinting: {
enabled: true,
algorithm: "mel-spectrogram",
cacheByVoiceprint: true,
},
},
expectedImprovement: {
synthesisTime: "60-80%",
audioQuality: "maintained",
storageEfficiency: "70-85%",
},
},
lyria: {
strategy: "music-composition-aware",
layers: {
l1: {
type: "composition-cache",
technology: "Redis with MIDI support",
size: "4GB",
ttl: {
compositions: "2h",
arrangements: "6h",
musicalPatterns: "24h",
},
hitRateTarget: 0.88,
evictionPolicy: "Musical-complexity-aware",
},
l2: {
type: "music-library",
technology: "MinIO with audio formats",
size: "32GB",
ttl: {
finalCompositions: "30d",
instrumentLibraries: "90d",
userCreations: "1y",
},
hitRateTarget: 0.82,
compressionEnabled: true,
},
},
implementation: {
musicalCaching: {
enabled: true,
cacheByGenre: true,
cacheByInstruments: true,
cacheByComplexity: true,
},
adaptiveGeneration: {
enabled: true,
styleInterpolation: true,
genreBlending: true,
},
},
expectedImprovement: {
compositionTime: "50-70%",
creativeVariation: "enhanced",
resourceEfficiency: "60-80%",
},
},
mariner: {
strategy: "web-automation-optimized",
layers: {
l1: {
type: "page-state-cache",
technology: "Redis with DOM serialization",
size: "4GB",
ttl: {
pageStates: "10m",
elementSelectors: "1h",
automationScripts: "24h",
},
hitRateTarget: 0.85,
evictionPolicy: "Access-frequency-based",
},
l2: {
type: "resource-cache",
technology: "Varnish with web optimization",
size: "16GB",
ttl: {
webResources: "1h",
screenshots: "6h",
automationLogs: "24h",
},
hitRateTarget: 0.8,
compressionEnabled: true,
},
},
implementation: {
browserCaching: {
enabled: true,
persistentSessions: true,
resourceInterception: true,
},
automationOptimization: {
enabled: true,
elementCaching: true,
scriptOptimization: true,
},
},
expectedImprovement: {
automationSpeed: "40-60%",
resourceUsage: "30-50%",
reliability: "enhanced",
},
},
};
// Store all caching strategies
for (const [service, config] of Object.entries(cachingStrategies)) {
this.cachingStrategies.set(service, config);
}
}
/**
* Setup global CDN configuration for optimal distribution
*/
setupCDNConfigurations() {
const cdnConfig = {
global: {
provider: "Multi-CDN (Cloudflare + AWS CloudFront + Google Cloud CDN)",
regions: {
"us-east-1": {
primary: "Cloudflare",
fallback: "AWS CloudFront",
edgeLocations: ["New York", "Miami", "Atlanta"],
targetLatency: "20ms",
},
"us-west-2": {
primary: "AWS CloudFront",
fallback: "Google Cloud CDN",
edgeLocations: ["Seattle", "Los Angeles", "San Francisco"],
targetLatency: "25ms",
},
"eu-west-1": {
primary: "Cloudflare",
fallback: "AWS CloudFront",
edgeLocations: ["London", "Dublin", "Frankfurt"],
targetLatency: "30ms",
},
"ap-southeast-1": {
primary: "Google Cloud CDN",
fallback: "Cloudflare",
edgeLocations: ["Singapore", "Hong Kong", "Tokyo"],
targetLatency: "35ms",
},
"ap-south-1": {
primary: "AWS CloudFront",
fallback: "Google Cloud CDN",
edgeLocations: ["Mumbai", "Chennai", "Bangalore"],
targetLatency: "40ms",
},
},
loadBalancing: {
algorithm: "latency-based-routing",
healthChecks: {
interval: "30s",
timeout: "5s",
retries: 3,
},
failover: {
automatic: true,
fallbackTime: "10s",
},
},
},
services: {
"streaming-api": {
caching: {
staticAssets: {
pattern: "\\.(js|css|woff2?|png|jpg|svg)$",
ttl: "1y",
compression: "gzip+brotli",
minify: true,
},
apiResponses: {
pattern: "/api/v1/stream/.*",
ttl: "5m",
compression: "gzip",
varyHeaders: ["Accept-Encoding", "User-Agent"],
bypassPatterns: ["/api/v1/stream/realtime"],
},
},
optimization: {
http2Push: true,
earlyHints: true,
prefetch: ["critical-resources", "predicted-requests"],
compression: {
gzip: { level: 6 },
brotli: { level: 4 },
},
},
expectedImprovement: {
globalLatency: "50-70% reduction",
bandwidth: "60-80% savings",
availability: "99.99%+",
},
},
agentspace: {
caching: {
agentAssets: {
pattern: "/api/v1/agents/.*\\.(json|js)$",
ttl: "1h",
compression: "gzip",
},
coordinationData: {
pattern: "/api/v1/agents/coordinate.*",
ttl: "30s",
edgeComputing: true,
},
},
optimization: {
edgeComputing: {
enabled: true,
functions: ["agent-routing", "load-balancing"],
regions: "all",
},
websocketOptimization: true,
},
},
veo3: {
caching: {
videoAssets: {
pattern: "\\.(mp4|webm|avi)$",
ttl: "7d",
streamingOptimization: true,
adaptiveBitrate: true,
},
thumbnails: {
pattern: "/thumbnails/.*",
ttl: "30d",
imageOptimization: true,
},
},
optimization: {
videoStreaming: {
protocol: "HLS+DASH",
segmentation: "4s",
qualityLevels: ["240p", "480p", "720p", "1080p", "4K"],
},
prefetching: {
enabled: true,
strategy: "user-behavior-prediction",
},
},
},
imagen4: {
caching: {
images: {
pattern: "\\.(jpg|jpeg|png|webp|avif)$",
ttl: "30d",
imageOptimization: {
formats: ["WebP", "AVIF"],
quality: [75, 85, 95],
responsiveImages: true,
},
},
},
optimization: {
imageDelivery: {
autoFormat: true,
autoQuality: true,
lazyLoading: true,
},
},
},
},
};
this.cdnConfigurations.set("global", cdnConfig);
}
/**
* Setup database optimization configurations
*/
setupDatabaseOptimizations() {
const dbOptimizations = {
"streaming-api": {
primary: {
type: "PostgreSQL 15 with TimescaleDB",
configuration: {
sharedBuffers: "8GB",
effectiveCacheSize: "24GB",
maintenanceWorkMem: "2GB",
checkpointCompletionTarget: 0.9,
walBuffers: "64MB",
defaultStatisticsTarget: 500,
randomPageCost: 1.1, // SSD optimized
},
indexing: {
strategy: "partial-composite",
indexes: [
{
name: "idx_stream_sessions_active",
columns: ["user_id", "created_at"],
where: "status = 'active'",
type: "btree",
},
{
name: "idx_stream_content_trgm",
columns: ["content"],
type: "gin",
operator: "gin_trgm_ops",
},
],
},
partitioning: {
strategy: "time-based",
interval: "monthly",
retention: "12 months",
},
replication: {
mode: "streaming",
replicas: 3,
synchronous: "first 1 (replica1)",
loadBalancing: "read-replica-routing",
},
},
cache: {
type: "Redis Cluster",
nodes: 6,
memory: "64GB",
persistence: "RDB + AOF",
clustering: {
hashSlots: 16384,
replicationFactor: 1,
autoFailover: true,
},
},
expectedImprovement: {
queryPerformance: "70-90%",
writePerformance: "50-70%",
availabilityTime: "99.99%",
},
},
agentspace: {
primary: {
type: "MongoDB 6.0 Sharded Cluster",
configuration: {
shardingStrategy: "hashed",
shardKey: "agent_id",
chunks: 1024,
configServers: 3,
mongosInstances: 3,
},
indexing: {
strategy: "compound-sparse",
indexes: [
{
name: "idx_agent_coordination",
keys: { agent_id: 1, swarm_id: 1, status: 1 },
sparse: true,
},
{
name: "idx_message_routing",
keys: { from_agent: 1, to_agent: 1, timestamp: -1 },
},
],
},
aggregationOptimization: {
enabled: true,
pipeline: "optimized",
indexHints: true,
},
},
eventStore: {
type: "Apache Kafka",
configuration: {
brokers: 9,
replicationFactor: 3,
partitions: 24,
retentionTime: "7d",
},
topics: {
"agent-events": { partitions: 12, replicas: 3 },
"coordination-events": { partitions: 6, replicas: 3 },
"system-events": { partitions: 3, replicas: 3 },
},
},
},
veo3: {
primary: {
type: "PostgreSQL with Large Objects",
configuration: {
sharedBuffers: "16GB",
workMem: "256MB",
maintenanceWorkMem: "4GB",
effectiveCacheSize: "48GB",
randomPageCost: 1.1,
seqPageCost: 1.0,
},
storage: {
type: "NVMe SSD RAID 10",
capacity: "10TB",
iops: "100,000",
compression: "lz4",
},
},
objectStorage: {
type: "MinIO with Distributed Setup",
configuration: {
nodes: 8,
drivesPerNode: 4,
erasureCoding: "4+2",
compression: "enabled",
},
tiering: {
hot: "NVMe SSD (30d)",
warm: "SATA SSD (90d)",
cold: "HDD (1y+)",
glacier: "Tape (archive)",
},
},
},
};
for (const [service, config] of Object.entries(dbOptimizations)) {
this.databaseOptimizations.set(service, config);
}
}
/**
* Setup resource pooling configurations
*/
setupResourcePooling() {
const poolingConfigs = {
"streaming-api": {
connectionPools: {
database: {
minSize: 10,
maxSize: 100,
acquireIncrement: 5,
acquireTimeout: "10s",
idleTimeout: "30m",
maxLifetime: "2h",
leakDetectionThreshold: "60s",
},
redis: {
minIdle: 20,
maxTotal: 200,
maxWait: "5s",
testOnBorrow: true,
testWhileIdle: true,
},
http: {
maxConnections: 1000,
maxConnectionsPerRoute: 100,
connectionTimeout: "5s",
socketTimeout: "30s",
keepAlive: true,
},
},
threadPools: {
requestProcessing: {
coreSize: 50,
maxSize: 200,
queueCapacity: 1000,
keepAliveTime: "60s",
rejectionPolicy: "CallerRuns",
},
backgroundTasks: {
coreSize: 10,
maxSize: 50,
queueCapacity: 500,
keepAliveTime: "300s",
},
},
},
agentspace: {
agentPools: {
coordinators: {
minActive: 5,
maxActive: 50,
maxIdle: 10,
spawnTimeout: "200ms",
destroyTimeout: "5s",
healthCheckInterval: "30s",
},
workers: {
minActive: 20,
maxActive: 500,
maxIdle: 50,
autoScale: true,
scaleThreshold: 0.8,
},
},
messagePools: {
internalMessages: {
bufferSize: 10000,
batchSize: 100,
flushInterval: "10ms",
priorityQueues: 3,
},
externalMessages: {
bufferSize: 5000,
batchSize: 50,
flushInterval: "50ms",
retryAttempts: 3,
},
},
},
veo3: {
gpuPools: {
rendering: {
totalGPUs: 16,
reservedGPUs: 2,
queueDepth: 1000,
timeSlicing: true,
multiInstanceGPU: true,
},
inference: {
totalGPUs: 8,
dedicatedInstances: 4,
sharedInstances: 4,
memoryOversubscription: 1.5,
},
},
memoryPools: {
videoBuffers: {
totalSize: "64GB",
chunkSize: "256MB",
preallocation: true,
compression: "lz4",
},
textureCache: {
totalSize: "32GB",
maxTextures: 100000,
compressionFormats: ["DXT5", "BC7", "ASTC"],
},
},
},
};
for (const [service, config] of Object.entries(poolingConfigs)) {
this.resourcePooling.set(service, config);
}
}
/**
* Setup load balancing configurations
*/
setupLoadBalancing() {
const loadBalancingConfigs = {
global: {
algorithm: "adaptive-weighted-round-robin",
healthChecks: {
interval: "10s",
timeout: "3s",
successThreshold: 2,
failureThreshold: 3,
},
stickySession: {
enabled: true,
cookieName: "GSESSION",
ttl: "1h",
},
},
services: {
"streaming-api": {
upstream: {
servers: [
{ host: "streaming-1.internal", weight: 100, maxFails: 3 },
{ host: "streaming-2.internal", weight: 100, maxFails: 3 },
{ host: "streaming-3.internal", weight: 100, maxFails: 3 },
{ host: "streaming-4.internal", weight: 100, maxFails: 3 },
],
keepalive: 64,
keepaliveRequests: 10000,
keepaliveTimeout: "60s",
},
rateLimiting: {
enabled: true,
rps: 1000,
burst: 2000,
delayRequests: 500,
},
circuitBreaker: {
enabled: true,
failureThreshold: 10,
recoveryTimeout: "30s",
halfOpenRequests: 5,
},
},
agentspace: {
upstream: {
algorithm: "least_conn",
servers: [
{ host: "agentspace-1.internal", weight: 100 },
{ host: "agentspace-2.internal", weight: 100 },
{ host: "agentspace-3.internal", weight: 100 },
],
},
websocketSupport: {
enabled: true,
proxyTimeout: "1h",
proxyReadTimeout: "60s",
proxySendTimeout: "60s",
},
},
veo3: {
upstream: {
algorithm: "resource_aware",
servers: [
{
host: "veo3-gpu-1.internal",
weight: 150,
gpuMemory: "24GB",
gpuUtilization: "dynamic",
},
{
host: "veo3-gpu-2.internal",
weight: 150,
gpuMemory: "24GB",
gpuUtilization: "dynamic",
},
],
},
queueManagement: {
enabled: true,
maxQueueSize: 1000,
priorityLevels: 3,
timeoutHandling: "graceful",
},
},
},
};
this.loadBalancingConfigs.set("global", loadBalancingConfigs);
}
/**
* Generate comprehensive optimization report
*/
generateOptimizationReport() {
const report = {
timestamp: new Date().toISOString(),
summary: {
servicesOptimized: this.cachingStrategies.size,
totalCacheLayers: this.getTotalCacheLayers(),
cdnRegions: this.getCDNRegionCount(),
expectedImprovements: this.calculateExpectedImprovements(),
},
caching: Array.from(this.cachingStrategies.entries()).map(
([service, config]) => ({
service,
strategy: config.strategy,
layers: Object.keys(config.layers).length,
hitRateTarget: this.getAverageHitRateTarget(config),
expectedImprovement: config.expectedImprovement,
}),
),
cdn: {
provider: "Multi-CDN",
regions: this.getCDNRegions(),
expectedLatencyReduction: "50-70%",
expectedBandwidthSavings: "60-80%",
},
database: Array.from(this.databaseOptimizations.entries()).map(
([service, config]) => ({
service,
primaryType: config.primary.type,
expectedImprovement: config.expectedImprovement,
}),
),
resourcePooling: Array.from(this.resourcePooling.entries()).map(
([service, config]) => ({
service,
poolTypes: Object.keys(config),
configuration: this.summarizePoolConfiguration(config),
}),
),
};
return report;
}
/**
* Apply optimization configurations
*/
async applyOptimizations(services = []) {
const servicesToOptimize =
services.length > 0
? services
: Array.from(this.cachingStrategies.keys());
const results = [];
for (const service of servicesToOptimize) {
try {
console.log(`🔧 Applying optimizations for ${service}...`);
// Apply caching strategy
const cachingResult = await this.applyCachingStrategy(service);
// Apply CDN configuration
const cdnResult = await this.applyCDNConfiguration(service);
// Apply database optimization
const dbResult = await this.applyDatabaseOptimization(service);
// Apply resource pooling
const poolingResult = await this.applyResourcePooling(service);
results.push({
service,
caching: cachingResult,
cdn: cdnResult,
database: dbResult,
pooling: poolingResult,
status: "completed",
timestamp: new Date().toISOString(),
});
console.log(`✅ Optimizations applied successfully for ${service}`);
} catch (error) {
console.error(
`❌ Failed to apply optimizations for ${service}:`,
error,
);
results.push({
service,
status: "failed",
error: error.message,
timestamp: new Date().toISOString(),
});
}
}
return results;
}
// Helper methods
getTotalCacheLayers() {
let total = 0;
for (const config of this.cachingStrategies.values()) {
total += Object.keys(config.layers).length;
}
return total;
}
getCDNRegionCount() {
const cdnConfig = this.cdnConfigurations.get("global");
return cdnConfig ? Object.keys(cdnConfig.global.regions).length : 0;
}
getCDNRegions() {
const cdnConfig = this.cdnConfigurations.get("global");
return cdnConfig ? Object.keys(cdnConfig.global.regions) : [];
}
getAverageHitRateTarget(config) {
const hitRates = Object.values(config.layers).map(
(layer) => layer.hitRateTarget,
);
return hitRates.reduce((sum, rate) => sum + rate, 0) / hitRates.length;
}
calculateExpectedImprovements() {
return {
averageLatencyReduction: "50-70%",
averageThroughputIncrease: "200-300%",
averageResourceSavings: "40-60%",
availabilityImprovement: "99.99%+",
};
}
summarizePoolConfiguration(config) {
return {
totalPools: Object.keys(config).length,
hasConnectionPools: !!config.connectionPools,
hasThreadPools: !!config.threadPools,
hasResourcePools: !!(
config.agentPools ||
config.gpuPools ||
config.memoryPools
),
};
}
// Simulation methods for applying optimizations
async applyCachingStrategy(service) {
const config = this.cachingStrategies.get(service);
if (!config) throw new Error(`No caching strategy found for ${service}`);
// Simulate cache deployment
await this.sleep(1000);
return {
status: "deployed",
layers: Object.keys(config.layers).length,
hitRateTarget: this.getAverageHitRateTarget(config),
};
}
async applyCDNConfiguration(service) {
// Simulate CDN configuration
await this.sleep(800);
return {
status: "configured",
regions: this.getCDNRegionCount(),
provider: "Multi-CDN",
};
}
async applyDatabaseOptimization(service) {
const config = this.databaseOptimizations.get(service);
if (!config)
throw new Error(`No database optimization found for ${service}`);
// Simulate database optimization
await this.sleep(1500);
return {
status: "optimized",
type: config.primary.type,
indexesCreated: config.primary.indexing?.indexes?.length || 0,
};
}
async applyResourcePooling(service) {
const config = this.resourcePooling.get(service);
if (!config) throw new Error(`No resource pooling found for ${service}`);
// Simulate resource pool configuration
await this.sleep(500);
return {
status: "configured",
pools: Object.keys(config).length,
};
}
sleep(ms) {
return new Promise((resolve) => setTimeout(resolve, ms));
}
}
module.exports = {
PerformanceOptimizationStrategies,
};