Tag: LLM Infrastructure

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

Posted on by uplatzblog

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 …

An Architectural Analysis of Google’s AI-Native Cloud: Infrastructure for the LLM Era

Posted on by uplatzblog

Executive Summary This report provides a comprehensive architectural analysis of Google Cloud Platform’s (GCP) strategic transformation into an AI-native infrastructure, purpose-built for the demands of the Large Language Model (LLM) Read More …