AI
Creating Intelligent Networks: Cisco’s Approach to the AI Revolution
Cisco: Leading the Way in AI Deployment
When it comes to technology giants, Cisco stands out as a leader in advancing the operational use of AI within its own operations and the tools it offers to customers worldwide. With a broad range of activities covering various aspects of the IT stack such as infrastructure, services, security, and enterprise-scale network design, Cisco is at the forefront of incorporating AI into its operations.
Cisco employs a combination of machine learning and agentic AI internally to enhance service delivery and personalize user experiences for its customers. The company has developed a shared AI fabric based on years of experience in validating and fine-tuning its systems, resulting in battle-tested solutions that are now available to customers. The infrastructure utilizes high-performance GPUs, with a focus on integrating compute and network stacks for efficient model training and inference processes.
As a key provider of networking infrastructure, Cisco’s expertise in network automation is evident in its AI-driven automated configuration workflows and identity management solutions. These solutions aim to streamline network deployments through natural language generation.
For organizations looking to harness the power of AI, Cisco offers hardware and orchestration tools designed to support AI workloads. Collaborations with industry leaders like NVIDIA have led to the development of cutting-edge AI network controllers and switches, simplifying the deployment of high-performance AI clusters.
Cisco’s Secure AI Factory framework, in partnership with companies like NVIDIA and Run:ai, focuses on production-grade AI pipelines. Through distributed orchestration, GPU utilization governance, and Kubernetes microservice optimization, Cisco’s Intersight platform provides a comprehensive solution for AI deployments.
In environments where low latency is crucial, Cisco emphasizes edge AI processing. By extending data center operational models to edge sites, Cisco ensures consistent security policies and configurations across all installations, whether in the cloud or at the edge.
Security plays a pivotal role in Cisco’s AI strategy, with the Integrated AI Security and Safety Framework setting high standards for safety and security in AI systems. The framework addresses various threats and vulnerabilities, ensuring robust security throughout the AI life-cycle.
Looking ahead, Cisco plans to continue its focus on infrastructure provision for AI workloads and expand adoption of AI-ready networks. The company aims to enhance its software and platform offerings, including recent acquisitions like NeuralFabric, to build a comprehensive software stack.
In conclusion, Cisco’s AI deployment strategy combines hardware, software, and services to integrate AI into operations effectively. From large-scale infrastructure to unified management systems and risk mitigation, Cisco’s expertise in AI spans across distributed, cloud, and edge computing environments.
(Image source: Pixabay)
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