Network Management Tools
Distributed Virtual Hyperscaler (DVH)
Modern defense computing relies on centralized cloud hyperscalers or bulky tactical server racks. When RF links are jammed, these architectures collapse. The Rajant/RHI stack turns every drone, UGV, sensor tower, and vehicle into a node in a virtualized, fault-tolerant supercomputer at the tactical edge.
The Rajant/RHI Distributed Virtual Hyperscaler (DVH)
Elastic, Air-Gapped Supercomputing Across Disconnected Physical Assets
Traditional cloud hyperscaling relies on massive server farms connected by ultra-high-speed fiber. In contested battle spaces, server farms do not exist and fiber links are severed.
The Rajant/RHI stack creates a Distributed Virtual Hyperscaler (DVH) by abstracting and pooling the compute, memory, storage, and sensor assets of every node across the Layer 2 InstaMesh® fabric into a unified execution cluster.
- Virtualized Compute Fabric (CORA): CORA treats heterogeneous edge hardware—NVIDIA Jetsons, ARM micro-servers, x86 payload boards, and FPGA signal processors—as a single, dynamically scalablecompute pool. Workloads are containerized and scheduled across available nodes based on real-time power, thermal, and compute capacity.
- Asynchronous Model Synchronization (DiLoCo Support): Engineered to support and handle both synchronous and asynchronous operational modes. The DVH executes continuous, on-device AI fine-tuning across air-gapped assets. By leveraging sparse parameter exchange protocols, nodes perform local training steps and sync weights during brief RF bursts without saturating tactical links.
- Fault-Tolerant State Memory: If a Flying Cowbell node or autonomous ground vehicle is kinetically destroyed or lost to EW, the DVH’s distributed state memory preserves execution integrity. Nearby nodes automatically reallocate containers and tasks with zero downtime or cloud reach-back required.
- Hardware-Enclave Memory Isolation (RiSM): The virtualized memory space is cryptographically partitioned. Even within a shared DVH compute pool, sensitive AI weights, zero-day exploit libraries, and target classification models remain locked inside RiSM hardware enclaves.
Core Concept
What becomes possible when Rajant/RHI technologies operate together across distributed physical assets?
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Related Technology
CORA — distributed/virtualized compute
InstaMesh® — communications/transport fabric
Flying Cowbell / heterogeneous edge hardware
RiSM — security/protection
Distributed AI/training concepts