Tag: LLM inference

Continuous Batching and KV Caching: Maximizing Throughput for LLMs

Learn how continuous batching and KV caching maximize LLM throughput. We explain the mechanics, compare static vs. dynamic batching, and highlight tools like vLLM and PagedAttention for efficient deployment.

Confidential Computing for Privacy-Preserving LLM Inference: A Complete Guide

Discover how Confidential Computing uses hardware-enforced Trusted Execution Environments to protect LLM data during inference. Learn about the architecture, cloud providers, and real-world challenges.