
Cloud Service Providers Poised to Expand AI Accelerator Options with Custom AI Chips
$3,000.00
Authors: Jaclyn Ludema, Mark Nossokoff, and Earl Joseph
Publication Date: August 202024
Length: 5 pages
For years, the AI cloud accelerator market has been dominated by just a few powerful GPU offerings, enabling the rapid advancement of artificial intelligence and machine learning. However, the growing demand for efficient and specialized hardware to power complex AI workloads has led to the rise of a trend: the development of custom AI chips by cloud service providers (CSPs). CSPs, such as AWS, Google, Microsoft, and Alibaba. They have recognized the need for more tailored hardware solutions to address the unique requirements of their cloud-based AI services and customers. By developing their custom AI chips, these CSPs aim to diversify their accelerator offerings to users, optimize the hardware-software stack for their cloud environments, and gain a competitive edge in the rapidly evolving AI cloud ecosystem.
Related Products
Key Takeaways from QC Buyer/Users Study: Most QC Users Foresee Strong QC Budget Growth for 2020-2024
Bob Sorensen, Earl Joseph
According to a recent Hyperion Research study of 115 current and interested QC end-users from both HPC and enterprise IT organizations, the average budget of surveyed QC buyers/users, worth about $3.2 million in 2019, will grow at a 27% CAGR between 2019 and 2024. This growth includes follow-on budget commitments from existing QC users as well as new budget commitments from a tranche of survey respondents who are currently only considering QC involvement. However, the number of organizations that are not yet certain of budget timetables over the next four years remains relatively constant at about 15% of those surveyed. A strong anticipated growth rate in QC end-user budgets implies high expectations for QC developments that can support adequate return on investment or sector-relevant competitive advantage. Current and potential QC users likely will be looking for QC suppliers to roll out a series of steady technological and use case advances that provide assurance that the QC sector is successfully moving to achieve stability, reducing the risk of being an early adopter.
August 2020 | Special Analysis
Quantum Communications Research Activity: China Widens Lead
Bob Sorensen, Earl Joseph
A review of the number of quantum communications (QComm) research papers published over the last five years shows that QComm basic science as well as R&D efforts are centered within China, with the US a distant second and perhaps falling further behind. Most other nations are publishing a steady, but smaller stream of QComm-related publications well behind what China is producing.
April 2020 | Special Analysis

