Accelerate And Secure AI And GenAI Applications With Aryaka Unified SASE

AI workloads and GenAI have specific characteristics

Organizations build, train, deploy, and use AI models to transform their businesses. GenAI applications, AI workloads and training data are often distributed across multiple clouds, data centers, and enterprise network edges. In addition to the distributed nature of Gen AI and AI workloads, they have unique characteristics that can place tremendous demands on an organization’s network and are highly sensitive to adverse network conditions.

AI Workloads Acceleration: Perform, Secure and Observe

Data Collection and Preprocessing
Model Training and Inference
Model Evaluation and Validation
Generative Modeling
Model Deployment
Feedback and Model Retraining
Model Optimization: Hyperparameter Tuning

AI Workloads Characteristics

Data-intensive
Highly Iterative
Compute-intensive
Latency-sensitive
Efficient Scalability
Resource Diversity

Why not rely on the Internet and siloed tools?

Connecting to AI workloads and GenAI applications over the Internet results in unpredictable performance and poor user experience. Large language models (LLMs) require massive amounts of data transfer and, consequently, massive amounts of bandwidth. The burden falls on the network to transfer this data, and when the network capacity falls short or is unreliable, it can harm the core function of the business. Correlating data and logs from diverse network security resources and GenAI clients offer limited views and introduce operational overhead.

The Aryaka Difference

Aryaka’s solution today provides AI and GenAI Acceleration that integrates public, private LLMs and multi-cloud GPU farms with a global deterministic private core network. While operating at the network layer enables us to see everything and aggregate data from multiple sources, be it the ANAP, VPN client, Proxy or cloud connectors. This comprehensive network visibility allows us to deliver AI-powered observability and better security outcomes for AI.

Why Customers Choose Aryaka

Unified visibility with single-pane dashboards