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Using FPGA's and Xeon processors to accelerate cloud workloads

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Intel announces a production-ready combination of FPGAs and Xeon CPUs with two form factors: a socket-integrated FPGA package and PCIe accelerator cards that slot into servers. Targets include image‑recognition inference at cloud scale, claiming up to an order-of-magnitude speedup and better TCO via lower power and latency. Work focuses on FPGA-optimized AI frameworks and integrating failover into VM/container orchestration so accelerators behave like first‑class resources.

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