Engineering Publications
Technical Insights & Architecture Papers
Deep-dives on high-throughput backend architecture, Python & Django performance, real-time Voice AI, and resilient database modeling.
Linux AF_XDP vs. DPDK: Achieving Kernel-Bypass Line-Rate Packet Processing in User Space
Standard socket layers introduce heavy kernel context-switch overhead at millions of packets per second. Contrast AF_XDP (XDP sockets) with DPDK, exploring UMEM memory architectures, zero-copy ring buffers, and edge proxy deployments.