Conflict-Free Transaction Design: Programming for Parallelism

Executive Summary The prevailing orthodoxy of distributed systems architecture is undergoing a foundational schism. For decades, the industry has relied on the illusion of serializability—enforced through pessimistic locking, Two-Phase Commit Read More …

Architectural Paradigms in Modern Large Language Model Inference: A Comprehensive Analysis of Control and Data Plane Disaggregation

1. Executive Summary: The Bifurcation of Intelligence Infrastructure The rapid proliferation of Large Language Models (LLMs) has precipitated a fundamental paradigm shift in the design of distributed computing systems. Unlike Read More …

The SGLang Paradigm: Architectural Analysis of Next-Generation Large Language Model Serving Infrastructure

Executive Summary The trajectory of Large Language Model (LLM) deployment has shifted precipitously from simple, stateless chat interactions to complex, stateful agentic workflows. This transition has exposed fundamental inefficiencies in Read More …