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QCOS Network

Distributed Quantum Optimization Network​

Network is QCOS's distributed computing module, enabling coordination between multiple quantum nodes and parallel workload execution.

🎯 Why Network?​

The Problem​

  • Limited resources: Quantum hardware is scarce and expensive
  • Latency: Long execution queues
  • Isolation: Backends operating independently
  • Scalability: Hard to scale quantum workloads

The Solution​

Network provides:

  • Multi-backend orchestration: Distributes work across backends
  • Load balancing: Optimizes resource usage
  • Automatic failover: Resilience against failures
  • Result aggregation: Combines results from multiple executions

✨ Key Features​

🌐 Multi-Backend Execution​

Execute on multiple backends simultaneously.

⚖️ Intelligent Load Balancing​

Distributes work based on capacity and latency.

🔄 Automatic Failover​

Automatic recovery from backend failures.

📊 Result Aggregation​

Combines and reconciles results from multiple sources.

🔗 Cross-Backend Entanglement​

Protocols for distributed entanglement.

📈 Network Metrics​

Real-time metrics across the entire network.

📊 Architecture​

┌─────────────────────────────────────────────────────────────┐
│                      QCOS Network                           │
├─────────────────────────────────────────────────────────────┤
│                                                             │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐         │
│  │   Client    │  │   Client    │  │   Client    │         │
│  └──────┬──────┘  └──────┬──────┘  └──────┬──────┘         │
│         │                │                │                 │
│         └────────────────┼────────────────┘                 │
│                          │                                  │
│                  ┌───────┴───────┐                          │
│                  │  Orchestrator │                          │
│                  │  Load Balancer│                          │
│                  └───────┬───────┘                          │
│                          │                                  │
│         ┌────────────────┼────────────────┐                 │
│         │                │                │                 │
│  ┌──────┴──────┐  ┌──────┴──────┐  ┌──────┴──────┐         │
│  │ IonQ Node   │  │ IBM Node    │  │ Rigetti Node│         │
│  │ (Trapped)   │  │ (Supercon.) │  │ (Supercon.) │         │
│  └─────────────┘  └─────────────┘  └─────────────┘         │
│                                                             │
└─────────────────────────────────────────────────────────────┘

📊 Metrics​

MetricValue
Supported Backends5+
Max Parallel Jobs1000
Failover Time<5s
Network Latency<50ms
Aggregation Accuracy99.9%

🚀 Quick Start​

from qcos.network import QuantumNetwork

# Initialize network
network = QuantumNetwork(api_key="qcos_live_...")

# Execute across multiple backends
result = network.execute(
    circuit=my_circuit,
    backends=["ionq_simulator", "ibm_simulator"],
    strategy="fastest",
    shots=1024
)

print(f"Backend used: {result.backend}")
print(f"Counts: {result.counts}")

📚 Documentation​

DocumentDescription
IntroductionNetwork overview
Quick StartGet started in 5 minutes
API ReferenceAPI endpoints
ChangelogVersion history
FAQFrequently asked questions

🔗 Resources​

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