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The Analytics Acceleration Blog
Featured Articles
259× Faster! What Microsoft's Award-Winning SIGMOD Paper Says About the Speedata APU
Microsoft's paper "CoddSpeed: Hardware Accelerated Query Processing in Microsoft Fabric" won the Best Industry Paper Award at SIGMOD 2026, one of the top academic conferences in database research. The paper documents Microsoft's multi-year effort to move analytics from CPUs onto hardware accelerators and the Speedata C-200 Analytics Processing Unit (APU) is one of the three coprocessor architectures Microsoft integrated and benchmarked inside its next-generation Fabric archit
Daniela Sztulwark
Jun 113 min read
A Case Study - Post-Training Scheme for AI Assisted Chip Verification: UART-to-AXI Block
A real-world Speedata case study on AI-assisted VLSI verification — how we embedded AI agents into a UVM workflow using a UART-to-AXI bridge with a structured post-training scheme.
Adi Fuchs
Mar 172 min read
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