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Hardware & Systems

Accelerators, edge computing, silicon, and low-level system performance.

RISC-V Vector Extension for Edge AI Inference

November 9, 2026 by Kalnig

RISC-V Vector Extension (RVV) brings SIMD-style vector instructions to an open ISA, enabling efficient edge AI inference without proprietary GPUs.

Categories Hardware & Systems

NVLink vs PCIe 5.0: Interconnect Bottlenecks in Multi-GPU AI Training

November 9, 2026 by Kalnig

Compare NVLink and PCIe 5.0 for multi-GPU AI training, including bandwidth, topology, collective communication, and when interconnects bottleneck scaling.

Categories Hardware & Systems

Demystifying HBM3e vs GDDR7: Memory Bandwidth Bottlenecks in Modern AI Accelerators

November 8, 2026November 8, 2026 by Kalnig

Analyze HBM3e vs GDDR7 architectures in modern AI accelerators. Compare silicon interposers, PAM3 signaling, thermal footprints, and deployment economics.

Categories Hardware & Systems

Recent Posts

  • RISC-V Vector Extension for Edge AI Inference
  • CRDTs for Collaborative Edge Applications: Conflict-Free Replicated Data Types
  • Multi-Cluster GitOps with Argo CD and Crossplane: Application Lifecycle at Scale
  • Mixture-of-Experts Routing for Efficient Large Language Models
  • NVLink vs PCIe 5.0: Interconnect Bottlenecks in Multi-GPU AI Training

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