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VMware

I'm Coming Home

I'm excited to announce that I've accepted a position at VMware as Senior Staff Architect. I can't share the details of this next-level product that I will be working on right now. But I look forward to sharing more information when the time is right. I cannot wait to get...

05-00-featured-image-Wide-VM

NUMA Deep Dive Part 5: ESXi VMkernel NUMA Constructs

ESXi Server is optimized for NUMA systems and contains a NUMA scheduler and a CPU scheduler. When ESXi runs on a NUMA platform, the VMkernel activates the NUMA scheduler. The primary role of the NUMA scheduler is to optimize the CPU and memory allocation of virtual machines by managing the...

05-00-Featured Image

NUMA Deep Dive Part 4: Local Memory Optimization

If a cache miss occurs, the memory controller responsible for that memory line retrieves the data from RAM. Fetching data from local memory could take 190 cycles, while it could take the CPU a whopping 310 cycles to load the data from remote memory. Creating a NUMA architecture that provides...

04-03-Cluster-On-Die_HCC

NUMA Deep Dive Part 3: Cache Coherency

When people talk about NUMA, most talk about the RAM and the core count of the physical CPU. Unfortunately, the importance of cache coherency in this architecture is mostly ignored. Locating memory close to CPUs increases scalability and reduces latency if data locality occurs. However, a great deal of the...