Worldwide HPC-based Artificial Intelligence (AI) Market Forecast Update, 2017–2022
Authors: Steve Conway, Earl Joseph, Bob Sorensen and Alex Norton
Publication Date: October 2018
Length: 9 pages
Hyperion Research forecasts that the worldwide HPC server-based AI market will expand at a robust 27.1% CAGR from 2017-2022 to reach $1.6 billion in 2022, up more than four-and-a-half-fold from $346 million in 2016, the first year in which we tracked this figure. We define the HPC AI market as a subset of the high-performance data analysis (HPDA) market that includes machine learning (ML), deep learning (DL) and other AI workloads running on HPC servers.
Worldwide HPC-based Artificial Intelligence (AI) Market Forecast, 2020-2025
Alex Norton, Steve Conway, Earl Joseph
As AI and Big Data/HPDA applications continue to grow in importance and focus for HPC data centers and users worldwide, the demand for dedicated HPDA and AI systems are increasing at a rate nearly double that of the overall HPC market. By 2025, Hyperion Research expects roughly one-third of all system revenue to be dedicated to HPDA and AI-centric systems, in a category defined as DataCentric HPC Systems. The portion of the data-centric market focused on AI applications is experiencing even higher growth, nearly 23% CAGR over the five year period, driven by the influx of AI workloads not only for new application spaces but also as a supplemental tool for the traditional simulations that have dominated the HPC space for decades. Some important HPDA workloads require analytics alone, while many benefit from combining established simulation and newer analytics methods, especially machine and deep learning.
November 202021 | Market Forecast
Worldwide HPC Server Application Workloads Market Forecast Update, 2018–2023
Earl Joseph, Steve Conway, Bob Sorensen and Alex Norton
Hyperion Research forecasts that the worldwide HPC server application workloads, representing the split-out of the HPC server market by application segments, will expand at a 7.8% CAGR to reach $19.9 billion in 2023, up from $13.7 billion in 2018 (see Figure 1). The categories in Figure 1 include high performance data analysis (HPDA) sub-segments: fraud and anomaly detection, affinity marketing, business intelligence, and precision medicine. Hyperion Research provides a separate detailed forecast on these sub-segments.
June 2019 | Market Forecast