High-Performance Computing Job Market Trends
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Groq
An AI-centric computing company known for designing and developing chips optimized for machine learning and artificial intelligence workloads. Their technology focuses on high-speed, low-latency processing to enhance AI performance.
FAISS
An open-source library for efficient similarity search and clustering of dense vectors, primarily used in AI applications. Developed by Facebook AI Research, it offers state-of-the-art algorithms for scalable nearest neighbor search in large datasets.
NVLink
A high-speed interconnect technology developed by NVIDIA for linking multiple GPUs to work together as a single super GPU. It allows for fast GPU-to-GPU communication, enhancing the performance of multi-GPU systems.
DPU (Data Processing Unit)
Specialized processor designed to manage data processing tasks, optimizing network and storage workloads traditionally handled by the CPU. Plays a crucial role in accelerating data-intensive operations in modern data centers.
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