Intel Xeon Platinum 8374C 36c/72t 2.7GHz-3.5GHz 270W (SRKHD)

Intel Xeon Platinum 8374C — High-Core Ice Lake CPU for Enterprise Analytics, Virtualization & HPC Scaling

The Intel Xeon Platinum 8374C belongs to the upper tier of the 3rd Gen Xeon Scalable (Ice Lake-SP) family and is designed for workloads that require a combination of high core density, predictable latency, and robust memory bandwidth. With 36 cores and 72 threads, it occupies a strategic performance point for organizations that need multi-socket compute capabilities without stepping into extreme power envelopes.

A defining strength of the 8374C is its ability to scale consistently in dual-socket and quad-socket configurations. The processor’s architecture improves NUMA behavior, enabling balanced memory access across multiple nodes—an important factor when running distributed scientific applications, data engineering pipelines and large in-memory workloads. High-throughput tasks benefit from the CPU’s AVX-512 performance, which enhances operations such as vectorized matrix computation, encryption, compression and simulation kernels.

In analytics environments, the 8374C is often deployed as the backbone for systems handling massive data ingestion, query processing and parallel analytics execution. It performs particularly well in platforms such as Apache Spark, BigQuery-style engines, ClickHouse, Snowflake-inspired warehouses and large-scale ETL systems. Its eight-channel memory configuration helps maintain throughput stability, especially when executing memory-bound transformations or handling datasets that exceed typical workstation limits.

Virtualization and cloud infrastructure benefit from the processor’s high thread count and efficient scheduling behavior. VMware ESXi, KVM and Proxmox environments achieve high VM density with reduced variability in response times. Container orchestration platforms such as Kubernetes also take advantage of the predictable per-core throughput, allowing for stable microservice clusters, latency-sensitive workloads and large-scale CI/CD pipelines.

HPC deployments use the Xeon Platinum 8374C as a reliable compute node for engineering solvers, scientific modeling and simulation workloads. It offers strong performance for CFD, FEM, molecular dynamics, financial modeling and stochastic simulations—all of which benefit from AVX-512 acceleration and the CPU’s improved memory subsystem. Clusters integrating this processor can maintain high job throughput while keeping thermal and power demands within manageable limits.

Use cases where the Xeon Platinum 8374C performs especially well include:

• Multi-socket HPC clusters requiring balanced core density
• High-load virtualization and cloud orchestration platforms
• Columnar database engines and real-time analytics systems
• Memory-intensive engineering simulations and computational science
• Enterprise back-end systems operating large microservice grids
• High-throughput ETL and large-scale data preparation workflows

The CPU’s PCIe 4.0 support ensures wide compatibility with accelerators, NVMe storage and high-bandwidth networking interfaces. This allows organizations to build hybrid compute nodes incorporating GPUs, FPGAs or high-capacity storage arrays without saturating available I/O lanes.

Overall, the Intel Xeon Platinum 8374C delivers a strong combination of compute density, memory bandwidth, virtualization stability and HPC-oriented features. It is well suited for enterprises and research institutions seeking reliable, high-throughput processing for demanding modern workloads.