Optimizing LLM Training with Airbnb's Next-Gen ML Platform
Explore Airbnb's ML platform upgrade for efficient LLM use, featuring Ray integration for improved developer productivity, performance, and cost-effective GPU utilization on AWS.
Managed Cloud Infrastructure for LLMs
Explore solutions for LLM infrastructure challenges, including cost reduction, GPU availability, scalability, and cloud resource management. Learn to accelerate AI development and deployment.
Simplified Training, Tuning and Deployment of Foundational Models as a Service with Red Hat OpenShift
Simplify end-to-end lifecycle of foundation models using Red Hat OpenShift Data Science. Learn about cloud-native, scalable stack for training, tuning, and inferencing with integrated open-source components.
KubeRay: A Ray Cluster Management Solution on Kubernetes
Explore KubeRay's integration with Kubernetes, its capabilities for Ray cluster management, and performance benchmarks for simplified deployment of Ray applications.
Improving Quantum Workflows with qBraid Lab
Explore advanced quantum workflows and enhance productivity using qBraid Lab, presented by CTO Ryan Hill at QHack 2023.
Cppless: A Single-Source Programming Model for High-Performance Serverless
Explore Cppless, a single-source programming model enabling high-performance serverless applications in C++. Learn about transparent offloading, common abstraction layers, and composable architectures for efficient cloud computing.
Accelerating Data Serialization and Deserialization Protocols with In-Network Compute
Explore in-network compute techniques to accelerate data serialization/deserialization protocols, enhancing efficiency in datacenter and HPC systems. Learn about SmartNIC offloading and its impact on performance.
Noise in the Clouds - Influence of Network Performance Variability on Application Scalability
Explore network performance variability in cloud computing and its impact on HPC workload scalability, comparing cloud providers with on-premise systems.
EtherNET: The Present and Future of Datacenter and Supercomputer Interconnects
Explore the role of Ethernet in modern datacenters and supercomputers, examining its current state and future prospects in high-performance computing environments.
Keep-Alive Caching for the Hawkes Process - UAI 2023 Oral Session 4
Explore optimal caching policies for serverless computing, focusing on Hawkes processes. Learn to balance cache retention costs with miss costs and evaluate performance using simulations and Azure Functions data.
Machines Behaving Badly: The Morality of AI
Explore ethical considerations and unexpected consequences of AI, including racism in AI assistants, robot rights, self-driving car accidents, and facial recognition limitations.
Cloud AI 100 High Performance Cloud-Edge Inferencing
Explore Qualcomm's Cloud AI 100 accelerator for high-performance cloud-edge inferencing, featuring leadership-class performance, power efficiency, and comprehensive software tools for production deployment.
Better Build Pipelines with OpenSSF Projects - Enhancing Trust and Security
Enhance build pipeline security using OpenSSF projects: cosign, SBOMs, and SLSA. Demonstrate kpack for container image building on Kubernetes, integrating signed images and SBOM generation.
Securing Open Source Supply Chains: Challenges and Solutions
Explore the importance of securing open source supply chains through automation, best practices, education, and collaboration in data centers and consumer applications.
Deploying LLM Workloads on Kubernetes with WasmEdge and Kuasar
探索使用WasmEdge和Kuasar在Kubernetes上部署LLM工作负载，提高效率、可扩展性和稳定性。了解如何克服传统方法的挑战，实现快速、灵活、资源高效和安全的LLM应用程序开发。
Kubernetes Community and Cloud Native Activities in China
Explore the thriving Kubernetes community in China, including contributions, maintainer roles, and insights from leaders. Gain an overview of recent cloud native events and their impact on the ecosystem.
How KubeEdge Builds Secure, Trusted, and Adaptable Tunnels for Edge Networks
探索KubeEdge如何构建安全可信、适应边缘网络的隧道。了解其验证、加密和认证机制，以及如何通过QoS和QUIC协议提高弱网络环境下的性能。
An Introduction to the WebAssembly Component Model
Explore the WebAssembly component model, its platform-neutral compilation, and high-level abstractions. Learn how it enables language-agnostic development and enhances software flexibility.
How to Avoid Cloud and ERP Software Vendor Lock-In - The Risks of One Throat to Choke
Discover strategies to mitigate vendor lock-in risks in cloud and ERP software implementations. Learn to maintain flexibility and leverage in digital transformations.
Explore NVIDIA Metropolis AI-Powered Multi-Camera Tracking on AWS
Discover AI-powered multi-camera tracking with NVIDIA Metropolis on AWS. Step-by-step guide for deploying advanced video analytics and real-time location systems using synthetic data and microservices.
Enhancing Security and Software Supply Chain - Recent and Upcoming Features in Harbor
Harbor's latest releases focus on security and software supply chain, introducing Security Hub for vulnerability analysis, SBOM generation, improved garbage collection, and OCI specification alignment.