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Understanding SAS Viya 4: The Next-Gen Analytics Platform


As organizations strive for better performance, security, and scalability, migrating from SAS 9.4 to SAS Viya 4 has become a critical focus. However, while the upgrade offers numerous benefits, it also comes with challenges. This blog will explore the intricacies of SAS 9.4 to Viya migration challenges, migrating stored processes (STPs) to Viya 4, performance improvements, security enhancements, and how SAS integrates with AWS, Azure, and Kubernetes to revolutionize analytics infrastructure.


SAS Viya 4 is designed to address modern analytical demands by leveraging cloud-native technologies. Built on open-source Kubernetes (K8s), Viya 4 offers dynamic scalability, enhanced fault tolerance, and seamless integration with public cloud platforms like AWS and Azure. The platform enables organizations to optimize resource utilization while maintaining a robust analytics ecosystem.

Challenges in SAS 9.4 to Viya Migration

While the transition to SAS Viya 4 unlocks unparalleled capabilities, organizations often face several challenges:

1. Data Integration and Compatibility

Migrating data and analytical models from SAS 9.4 to Viya requires thorough validation to ensure compatibility. Custom code and legacy models may need updates to align with Viya's APIs and microservices.

2. Stored Processes (STPs) Migration

Migrate STPs to Viya 4 involves reconfiguring workflows and adapting older STPs to Viya's architecture. Viya uses a RESTful approach, which demands updates to legacy STPs built for SAS 9.4.

3. Performance Optimization

Transitioning to a cloud-native environment requires performance tuning. While SAS Viya 4 performance improvements are significant, identifying resource-intensive processes and optimizing them for distributed environments can be challenging.

4. Security Compliance

With advanced SAS Viya 4 security enhancements, organizations must align their existing governance and compliance measures with Viya's improved protocols. This includes configuring role-based access and integrating with cloud-native identity providers.

Key Benefits of Migrating to SAS Viya 4

1. Enhanced Performance

SAS Viya 4 leverages distributed computing and in-memory analytics for faster data processing. Whether running on-premise or in the cloud, the platform dynamically allocates resources for efficient execution.

2. Scalable Cloud Integration

With native support for AWS and Azure, SAS Viya 4 ensures seamless deployment in hybrid and multi-cloud environments. Integration with Kubernetes further enhances scalability by automating container orchestration and load balancing.

3. Robust Security Framework

The latest SAS Viya 4 security enhancements include encryption, single sign-on (SSO), and advanced monitoring. These features strengthen organizational compliance with industry regulations like GDPR and HIPAA.

4. Compatibility with Open Source

SAS Viya 4 supports open-source tools, enabling data scientists to integrate Python, R, and other languages with SAS workflows. This bridges the gap between proprietary analytics and open-source flexibility.

SAS with AWS, Azure, and Kubernetes

The integration of SAS Viya with AWS and Azure ensures a versatile analytics experience:

AWS: Leverage Amazon's Elastic Kubernetes Service (EKS) for high availability and rapid deployment of SAS Viya applications.

Azure: Deploy SAS Viya in Azure Kubernetes Service (AKS) to capitalize on Microsoft's enterprise-ready cloud capabilities.

Open-Source Kubernetes: Kubernetes underpins SAS Viya's cloud-native design, automating scaling, resilience, and resource allocation for analytical workloads.

Conclusion: A Future-Proof Analytics Ecosystem

The journey from SAS 9.4 to Viya 4 may present challenges, but the rewards are immense. By embracing cloud-native technologies, open-source integration, and enhanced security protocols, organizations can transform their analytics infrastructure to stay ahead in the competitive landscape.

If you're ready to embark on your migration journey, Woodpecker Industries is here to help. Our team specializes in SAS migrations, optimizing performance, and ensuring a seamless transition to SAS Viya 4. Contact us today to future-proof your analytics infrastructure!



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