TruStream® Programming Model

TruStream®: Streaming Intelligent Computing at Scale

TruStream® is the programming model for Cornami’s FracTLcore® Fabric Architecture. It gives developers direct, efficient access to massive parallelism through a continuous, pipelined streaming model — without threads, locks, or shared memory.

Streaming by Design

Traditional systems process fixed data blocks. TruStream® streams data continuously, enabling ultra-low latency and high throughput.

  • Streaming Execution: No discrete load/store cycles
  • Pipeline-Oriented: Functions mapped to independent compute stages
  • Built-In Flow Control: Prevents stalls with backpressure-aware execution

Native, Scalable Concurrency

Concurrency isn’t an optimization — it’s the default. TruStream® runs workloads across thousands to millions of cores with no contention.

  • No Threads or Locks
  • Supports all parallelism approaches
  • Dataflow Support

High Performance, No Code Rewrites

TruStream® integrates with your existing frameworks, tools and code.

  • SCIFR API™ for Unified Workload Deployment
  • Stream Portability Across Edge, Cloud & Data Center
  • TruStream SDK for Visualization, Debugging, and Tuning

Post Quantum Encryption (PQE) for Data Security

TruStream® supports encrypted computing at scale.

  • Process Encrypted Data
  • Accelerates FHE & PPML Workloads
  • No Security-Specific Code Changes Needed

Purpose-Built for Real-Time, Scalable Computing

TruStream® gives developers fine-grained control to tune performance, power, and cost — unlocking next-gen computing across any deployment.

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