Keysight Solutions Complete the AI Lifecycle
解決方案簡介
The journey of Artificial Intelligence (AI) development is multifaceted, encompassing various stages from building infrastructure to securing AI applications. Keysight differentiates itself not as an operational component but rather it provides powerful solution sets to help mitigate the following challenges:
- • Building an AI datacenter infrastructure that delivers continuous, optimal performance
- • Performance optimization and delivery of data pipelines for training models
- • Delivering quality front-end AI applications to users
- • Efficacy of implemented AI security policies
- • Maintaining continuous performance and efficiency
Build and Maintain Infrastructure – Benchmark Performance
The design of the network fabric is a critical aspect of building a robust AI infrastructure. Designing an efficient fabric involves selecting the right components to ensure high-speed data transfer, low latency, and scalability. Whether building a new infrastructure or using an existing one, the process is fraught with challenges. These include managing the complexity of network configurations, ensuring compatibility between different hardware and software, as well as maintaining security across the entire infrastructure.