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.
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.
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.
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