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AI Application Infrastructure Scaling

1 post · Jun 2026

What this trail covers

SingleStore's architecture, particularly its Unlimited Storage and separation of compute from storage, enables enterprises to scale AI and analytics applications. This includes supporting HTAP workloads, offering flexibility in deployment (cloud, hybrid, on-premises), and providing performance comparable to or exceeding cloud-only solutions, especially for analytical workloads. The integration with platforms like HPE Alletra Storage MP X10000 provides an S3-compatible object storage layer for se

All SingleStore trails
  1. SingleStore and HPE Enable Enterprises to Scale the Next Generation of AI ApplicationsThis post details the integration of SingleStore with HPE Alletra Storage MP X10000 to provide a scalable, on-premises or hybrid infrastructure solution for AI and analytics applications. It highlights performance benchmarks for OLTP (TPC-C) and analytical (TPC-H) workloads, demonstrating that this architecture can match or exceed public cloud performance while offering greater control over data location and infrastructure costs. The key technical contribution is the validation of disaggregated compute and storage for AI workloads outside of hyperscale clouds.