Preface: NVIDIA Triton Inference Server, part of the NVIDIA AI platform and available with NVIDIA AI Enterprise, is open-source software that standardizes AI model deployment and execution across every workload. Background: The Triton Inference Server is available as a pre-built Docker container or you can build it from source.The Triton Docker container is available on…

Preface: What are LLM Apps? LLM apps, or Large Language Model applications, are applications that leverage the capabilities of Large Language Models (LLMs) to perform a variety of tasks. LLMs are a type of artificial intelligence (AI) that uses deep learning techniques and large datasets to understand, generate, and predict new content. Background: Flowise uses…

Preface: Apache Kafka was originally developed by Linkedin to solve data pipeline problems, and was later donated to the Apache Foundation as an open source project. Background: Avro facilitates the exchange of big data between programs written in any language. With the serialization service, programs can efficiently serialize data into files or into messages. The…

Preface: Modern Linux systems require large amount of graphics memory to store frame buffers, textures, vertices and other graphics-related data. If a design flaw like CVE-2024-26922 cannot be fixed. It may trigger privilege escalation. Background: So far, GPU-attached bandwidth optimized (BO) memory has been allocated and managed primarily as the result of explicit, programmer-directed function…