Juniper Apstra Cloud Services

Juniper Apstra Cloud Services is a suite of cloud-based, AI-native applications designed to address a range of data center operations challenges for private cloud operators and expand Juniper’s data center assurance solutions from network assurance to application assurance. Juniper Apstra Cloud Services leverage Juniper’s industry leading AI-Native Networking Platform to bring AI operations (AIOps) to the data center, complementing Apstra on-premises intent-based networking (IBN) to deliver unbeatable data center operations experiences.

Key Features


  • AI-native, cloud-based architecture
  • Virtual network assistant
  • Application-to-network visibility
  • Application-aware troubleshooting and impact analysis
  • Multivendor support

Features + Benefits

Marvis VNA for Data Center

Marvis VNA for Data Center is the industry’s only AI-Native virtual network assistant for data center operations. It works in conjunction with Juniper Apstra to provide proactive and prescriptive data center actions and simplify knowledgebase queries using the Marvis conversational interface (powered by GenAI). Proactive actions by Marvis save time and money and increase network uptime by accelerating problem resolution.

App/Service Awareness

App/Service Awareness adds application and service data to the Apstra network knowledge graph, delivering improved application-to-network visibility. App/Service Awareness increases understanding of where apps & services attach, how they communicate across the network, and what resources they consume, providing direct insights and enabling application assurance tools such as Impact Analysis.

Impact Analysis

Impact Analysis builds on App/Service Awareness to enable faster troubleshooting and issue resolution and improved application assurance. Machine learning maps identified issues to impacts, providing a clear picture of which issues are responsible for application impacts and which are unrelated. State comparison between different times improves identification and resolution of transient issues.

Multivendor Compatibility

Apstra Cloud Services works with Apstra, the inherently multivendor intent-based networking platform, to deliver cloud-based AIOps benefits regardless of which switching vendors are deployed.  

Juniper AI-Native Network Platform

Apstra Cloud Services Architecture

Apstra Cloud Services AIOps works with Apstra intent-based networking (IBN) in a “better together” architecture that results in superior operations experience for data center assurance.

Apstra IBN provides on-premises, closed-loop automation and assurance with multivendor compatibility and deterministic control for high reliability and availability. Apstra IBN also provides a rich data foundation for AI-native cloud services, including the Apstra graph database, telemetry and application flow data. Apstra Cloud Services, built on the cloud-based Juniper AI-Native Networking Platform, connects securely to Apstra and provides AIOps capabilities with probabilistic inferences, insights and actionable intelligence.

Find Juniper Apstra Cloud Services in these solutions

Data Center Networks

Simplify operations and assure reliability with the modern, automated data center. Juniper helps you automate and continuously validate the entire network lifecycle to ease design, deployment, and operations.

AI Data Center

Deploy high performing AI training, inference, and storage clusters with speed and flexibility. Juniper Validated Designs offer confidence and speed, giving you up to 10x better reliability.

AIOps driven by Mist AI

Juniper transforms IT operations with Mist AI and a virtual network assistant for self-driving capabilities and AI-Native support. Mist AI optimizes user experiences from client to cloud and simplifies IT operations across the wireless LAN, LAN, and WAN.

Try it. Right now.

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Demo: The Automated Data Center in Action

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