Crate avx_async

Crate avx_async 

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avx Async - Revolutionary Async Runtime Tokio alternative - 100% Rust std

§Revolutionary Features (Maximum Level - Never Seen Before)

§🔬 Quantum-Inspired Computing

  • Quantum scheduler using superposition and entanglement
  • Quantum annealing for optimal task ordering
  • Quantum interference patterns for load balancing

§🧠 Neural Networks

  • Feedforward neural networks for runtime prediction
  • Recurrent neural networks for time-series forecasting
  • Online learning with adaptive optimization

§⛓️ Blockchain Technology

  • Immutable audit trail for all runtime events
  • Proof-of-work consensus mechanism
  • Distributed consensus for multi-node coordination

§🔐 Cryptographic Security

  • Symmetric encryption for secure task execution
  • Digital signatures for data integrity
  • Secure channels for encrypted communication

§🧬 Genetic Algorithms

  • Evolutionary optimization for runtime configuration
  • Tournament selection and elitism
  • Adaptive mutation and crossover operators

§🤖 AI/ML Capabilities

  • Workload prediction with trend analysis
  • Anomaly detection using statistical methods
  • Performance optimization via reinforcement learning

§🔷 Digital Twin Technology

  • Real-time virtual representation
  • Historical state tracking and analysis
  • Multi-instance comparison

§🌐 Edge Computing

  • Distributed task execution across nodes
  • Intelligent routing with multiple strategies
  • Geographic load balancing

§🏭 Industry 4.0 Foundation

  • Real-time metrics with Prometheus export
  • Distributed tracing with Jaeger support
  • Health checks and auto-scaling
  • Work-stealing scheduler
  • Zero external dependencies

Re-exports§

pub use metrics::Metrics;
pub use metrics::MetricsSnapshot;
pub use tracing::TraceContext;
pub use tracing::Tracer;
pub use tracing::Span;
pub use tracing::CompletedSpan;
pub use health::HealthCheck;
pub use health::HealthStatus;
pub use health::HealthReport;
pub use autoscale::AutoScaler;
pub use autoscale::ScalingConfig;
pub use autoscale::ScalingDecision;
pub use autoscale::ResourceLimits;
pub use ai::WorkloadPredictor;
pub use ai::AnomalyDetector;
pub use ai::PerformanceOptimizer;
pub use digital_twin::DigitalTwin;
pub use digital_twin::TwinSnapshot;
pub use digital_twin::TwinUpdate;
pub use edge::EdgeManager;
pub use edge::EdgeNode;
pub use edge::DistributionStrategy;
pub use edge::TaskDistribution;
pub use quantum::QuantumScheduler;
pub use quantum::SchedulingDecision;
pub use quantum::QuantumStats;
pub use neuro::NeuralNetwork;
pub use neuro::RecurrentNetwork;
pub use neuro::NetworkStats;
pub use blockchain::RuntimeBlockchain;
pub use blockchain::Block;
pub use blockchain::Transaction;
pub use blockchain::TransactionType;
pub use blockchain::ConsensusManager;
pub use crypto::CryptoService;
pub use crypto::SecureChannel;
pub use crypto::CryptoStats;
pub use genomic::GeneticOptimizer;
pub use genomic::Genome;
pub use genomic::GeneticStats;

Modules§

ai
AI/ML Integration for predictive runtime optimization
autoscale
Auto-scaling capabilities for Industry 4.0 adaptive systems
blockchain
Blockchain Module
channel
Async channel for message passing
crypto
Cryptographic Module
digital_twin
Digital Twin - Virtual representation of runtime state
edge
Edge Computing - Distributed runtime capabilities
genomic
Genetic Algorithm Optimization
health
Health check system for monitoring runtime health
io
metrics
Metrics collection and monitoring for Industry 4.0 compliance
net
neuro
Neural Network Module
quantum
Quantum-Inspired Optimization
tracing
Distributed tracing support for Industry 4.0

Macros§

main

Structs§

JoinHandle
Task handle for spawned futures
Runtime
RuntimeConfig
Runtime configuration for Industry 4.0 features
TimeoutError
Timeout error type

Functions§

sleep
Sleep for a specified duration
spawn
timeout
Execute a future with a timeout
yield_now
Yield execution to allow other tasks to run