List of the Top 3 Data Center Management Software for SONiC in 2025

NVIDIA NetQ™ is an innovative and scalable solution designed for contemporary network management, offering real-time insights, troubleshooting capabilities, and validation for Cumulus and SONiC network fabrics. It employs telemetry to deliver critical information regarding the health of data center networks and integrates seamlessly into the DevOps framework. The tool features native integration with NVIDIA® What Just Happened® (WJH) via the Spectrum® ASIC, which enables hardware-accelerated detection and reporting of network anomalies and transient issues. Furthermore, NetQ is available as a secure cloud service, streamlining the processes of installation, deployment, and scalability for your network infrastructure. By utilizing the cloud-hosted version of NetQ, users benefit from prompt updates, eliminating the need for maintenance and reducing appliance management tasks. This allows users to link configurations with operational performance, facilitating swift identification and monitoring of state changes throughout the entire data center. Such a holistic strategy not only boosts operational efficiency but also fosters a proactive approach to network management, ultimately ensuring optimal performance and reliability.

Juniper Apstra’s intent-driven networking software simplifies and verifies the complete lifecycle of data center networks, handling everything from initial configuration to continuous management. Uniquely positioned as the only solution in its field that accommodates a variety of vendors, Apstra facilitates effortless automation and command over networks that span different architectures, vendors, and configurations, making private data centers as manageable as cloud environments. By providing a unified source of truth and comprehensive analytics, users can significantly improve network performance while effectively tackling various challenges. Moreover, Apstra minimizes the chances of network failures with its predictive insights and features for change management, enabling a rollback across the entire network when necessary. The incorporation of Juniper Validated Designs (JVDs) ensures operational consistency and accelerates deployment timelines. In addition, Apstra Cloud Services, which consists of a suite of AI-driven, cloud-native applications focused on AI operations (AIOps), expands the capabilities of Apstra’s intent-based networking by extending data center assurance beyond just network reliability to also include application assurance. This seamless integration not only fosters greater confidence in network performance but also leads to a remarkable improvement in overall operational efficiency. Ultimately, Apstra empowers organizations to achieve a more proactive and agile networking environment.

The complexity of data center infrastructure is increasing, leading to a demand for sophisticated solutions that simplify network management tasks. NVIDIA Air allows users to obtain cloud-scale efficiency by creating accurate replicas of real data center environments. This groundbreaking tool facilitates the modeling of data centers with full software functionalities, thus producing a digital twin. By enabling the simulation, validation, and automation of changes and updates, organizations can enhance and streamline their network operations. Users have the capability to generate one-to-one virtual duplicates of data centers that include a variety of switches and servers. The automation of critical patches and security updates significantly boosts confidence in deployment strategies. Moreover, sharing these simulations with colleagues enhances training and knowledge transfer among team members. The platform offers free access to essential NVIDIA networking software through Air, which functions effortlessly in the cloud. It also accommodates simulations of Cumulus Linux and SONiC operating systems, along with an extensive toolkit for network operations known as NetQ, providing users with vital resources to efficiently manage their networks. This functionality not only improves operational effectiveness but also equips teams with the agility to innovate and respond to ongoing changes in the digital landscape. As a result, businesses can remain competitive while navigating the challenges of modern technology.