About GPU as a Service
GPU As a service helps deliver enhanced pictures, together with optical effects, seamless motion, and complicated shapes at a quicker pace. it's gaining momentum because of the rise in a very range of applications and use cases on hardware, that embrace deep learning, speech recognition, language process, data processing, and time info. These applications like scaling to multi-GPU servers then to GPU server clusters with network interconnects.
Attributes | Details |
---|
Study Period | 2018-2030 |
Base Year | 2023 |
Unit | Value (USD Million) |
The global market for the GPU as a Service is fragmented by key players owing to the rising demand for high-performance data centres for different application. Players are focusing on innovating and developing technologies whilst The growth of AR and VR markets will support innovation and market growth. Established and emerging Players should take a closer view at their existing organizations and reinvent traditional business and operating models to adapt to the future.
IBM Corporation (United States), Microsoft Corporation (United States), Nvidia Corporation (United States), Intel Corporation (United States), Qualcomm Incorporated (United States), Fujitsu Ltd. (Japan), ARM Holdings PLC (United Kingdom), Samsung Electronics Co. Ltd. (South Korea) and Taiwan Semiconductor Manufacturing Company Ltd. (Taiwan) are some of the key players that are part of study coverage.
Segmentation Overview
AMA Research has segmented the market of Global GPU as a Service market by and Region.
On the basis of geography, the market of GPU as a Service has been segmented into South America (Brazil, Argentina, Rest of South America), Asia Pacific (China, Japan, India, South Korea, Taiwan, Australia, Rest of Asia-Pacific), Europe (Germany, France, Italy, United Kingdom, Netherlands, Rest of Europe), MEA (Middle East, Africa), North America (United States, Canada, Mexico). North America region held largest market share in the year 2023. If we see Market by Components, the sub-segment i.e. Solution will boost the GPU as a Service market. Additionally, the rising demand from SMEs and various industry verticals gives enough cushion to market growth. If we see Market by Enterprise Size, the sub-segment i.e. Small and Medium Enterprise will boost the GPU as a Service market. Additionally, the rising demand from SMEs and various industry verticals gives enough cushion to market growth. If we see Market by Industry Verticals, the sub-segment i.e. Banking, Financial Services and Insurance (BFSI) will boost the GPU as a Service market. Additionally, the rising demand from SMEs and various industry verticals gives enough cushion to market growth. If we see Market by Deployment, the sub-segment i.e. On-premises will boost the GPU as a Service market. Additionally, the rising demand from SMEs and various industry verticals gives enough cushion to market growth.
Influencing Trend:
Introduction of Higher Specifications in GPU and Efficient Working Module for Servers
Market Growth Drivers:
Rising Demand For 3D Rendering and Architectural Design Services in The Real-Estate Sector to Represent 3D Animated Designs of The Infrastructure and Growth in Need of Environmental Modelling, Molecular, and Biotechnological Analysis Using Data Analysis and Predictive Analysis
Challenges:
High Costs involved in GPU and Maintenance
Restraints:
Growing Preference for Portable Devices instead of Computing Devices
Opportunities:
Increasing Focus on R&D In Gaming and Designing Industry and Rising Demand from Cryptocurrency Miners
In 2017, NVIDIA launched NVIDIA Deep Learning SDK, which delivers superior multi-GPU acceleration, deep learning algorithms, and is intended for simple drop-in acceleration for deep learning frameworks. Its deep learning can produce a dense GPU setting that may be powered by integrated solutions and provide automatic and period intelligence and insights.
Key Target Audience
GPU As A Service Provider, Software Developer, Hardware Provider, Research Institutes, End-User Industry and Others
About Approach
To evaluate and validate the market size various sources including primary and secondary analysis is utilized. AMA Research follows regulatory standards such as NAICS/SIC/ICB/TRCB, to have a better understanding of the market. The market study is conducted on basis of more than 200 companies dealing in the market regional as well as global areas with the purpose to understand the companies positioning regarding the market value, volume, and their market share for regional as well as global.
Further to bring relevance specific to any niche market we set and apply a number of criteria like Geographic Footprints, Regional Segments of Revenue, Operational Centres, etc. The next step is to finalize a team (In-House + Data Agencies) who then starts collecting C & D level executives and profiles, Industry experts, Opinion leaders, etc., and work towards appointment generation.
The primary research is performed by taking the interviews of executives of various companies dealing in the market as well as using the survey reports, research institute, and latest research reports. Meanwhile, the analyst team keeps preparing a set of questionnaires, and after getting the appointee list; the target audience is then tapped and segregated with various mediums and channels that are feasible for making connections that including email communication, telephonic, skype, LinkedIn Group & InMail, Community Forums, Community Forums, open Survey, SurveyMonkey, etc.