To support active research programs in computational science iespecially in the areas of artificial intelligence, machine learning and data science, there is a need to build a modern HPC cluster that include more GPUs. Need to propose the acquisition of the cluster with a budget of $500,000 based on publically available recourses and market prices. Your proposal must include the following:
1) A summary of the following items:
a. The number of nodes (head node, standard compute nodes, GPUs), number of cores for each type of node, core types, core speed, memory/node, cache/memory model, storage system, operation system, software and others.
b. The number of GPUs. Make sure the GPUs are compatible with the nodes.
c. Interconnection networks (network/switches)
d. Provide detail specifications for each item if possible. You are encouraged to include images for some items.
2) Justify the options in your acquisition in terms of performance and cost and discuss the overall performance and related issues of building this HPC cluster.
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