How In-Memory Computing Enables Operational Intelligence (white paper)

The Vertica SQL database and in-database machine learning solutions support the entire predictive analytics process with massively parallel processing and a familiar SQL interface.

ScaleOut’s integration of its real-time, digital twin streaming service running in the Azure cloud and Microsoft’s Azure Digital Twins platform lets Azure Digital Twins users leverage in-memory computing and extend their use of digital twins to provide real-time analytics at scale.

Combining real-time digital twins with in-memory computing can enable complex, live systems that quickly analyze telemetry and identify emerging issues requiring immediate responses.

Research shows that an inadequate or lack of purpose-built infrastructure capabilities is often the cause of AI projects failing.

Zero Trust assumes a strong, unified source of identity and policy. Most enterprises have the opposite. Create a cross-functional “Zero Trust Council” with shared KPIs tied to business outcomes to fix the situation.

Organizations that align their data strategies with 2026 cloud evolution trends will be well-positioned for success in the modern AI-dominated business world.

Enterprise leaders call on providers to address the automation gap between enterprise IT systems and service provider networks.

Building a Shared Responsibility Model into a company’s long-term strategy is a critical part of running successful operations.