Explore research from NgKore Foundation members advancing open-source telecom, quantum security, and next-generation networking.
A comprehensive post-quantum cryptography implementation across all 5G core network functions and interfaces. Demonstrates ML-KEM achieving over 4 million operations per second on 80-core systems, with GPU acceleration reaching 20 million ops/sec. Shows practical migration pathways with only 27-35% overhead for critical operations.
Download PDFA shared socket acceleration framework based on eBPF that intercepts local traffic at the socket layer, bypassing TCP segmentation, checksum calculations, and netfilter hooks entirely. Uses SOCKHASH maps with sockops and sk_msg programs to directly inject payloads into receiver buffers for low-latency agentic AI workloads.
Download PDFA unified kernel-space security monitoring framework that instruments the Linux kernel at three vantage points: XDP hook, TC classifiers, and syscall tracepoints. Achieves 1.97 microsecond per-packet processing at XDP and 4.99 microseconds at TC, extracting 47 cross-layer features for anomaly detection.
Download PDFIntroduces DRMMON, a two-layer GPU monitoring framework that hooks eBPF programs into amdgpu and dma_fence tracepoints for job-by-job scheduling visibility. Profiled Mistral-7B and LLaMA-2-7B during fine-tuning and inference with under 1.5% runtime overhead on AMD Instinct MI300X and Intel Arc systems.
Download PDFWe welcome contributions from researchers and engineers working on open-source telecom technologies.
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