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High-Performance Computing (HPC) is becoming increasingly sought after, thus making it the primary growth driver in the market. Current scientific simulations, artificial intelligence, deep learning, and data analytics require huge amounts of data and large-scale processing capacities. These are memories with higher bandwidths due to their emerging technologies which consist of Resistive RAM (ReRAM), Phase-Change Memory (PCM), and Magnetic RAM (MRAM).
They are ideal for HPC environments because of these features. In November 2023, Altair, a HPC and AI firm, introduced Altair HPCWorks; an HPC and cloud platform. It has an AI-driven user portal that includes advanced HPC monitoring/reporting tools for easier cloud scaling as well as next-gen distributed workflow tech.
Data storage and processing are the prominent trends in the next-generation memory market. The demand for faster memory solutions has been driven by the massive data volumes brought about by Big Data, Internet of Things (IoT), Artificial intelligence (AI), machine learning etc. These solutions are more efficient and save energy to store & process big data. In comparison to traditional memory solutions, next-generation memory technologies such as Resistive RAM (ReRAM), Phase-Change Memory (PCM) and Magnetic RAM (MRAM) provide both fast, durable and low power consuming products.