Overview and Scope
AI infrastructure refers to IT infrastructure that is used to collect data from various systems and prepare for its analysis and it is used to predict outcomes, automate administrative tasks, and enhance working with software-defined infrastructure technologies. The AI infrastructure are used to access and manage the computing resources to test, train and deploy AI algorithms to manage machine learning workflow.
Sizing and Forecast
The ai infrastructure market size has grown exponentially in recent years. It will grow from $44.28 billion in 2023 to $58.07 billion in 2024 at a compound annual growth rate (CAGR) of 31.2%. The growth in the historic period can be attributed to increased data generation, advancements in deep learning, demand for real-time processing, regulatory compliance requirements, data privacy and security concerns..
The ai infrastructure market size is expected to see exponential growth in the next few years. It will grow to $169.16 billion in 2028 at a compound annual growth rate (CAGR) of 30.6%. The growth in the forecast period can be attributed to quantum computing advances, energy efficiency considerations, growth of explainable ai standards, personalization in customer experience, rapid growth in ai applications.. Major trends in the forecast period include rapid growth in ai adoption across industries, expansion of edge ai, development of ai-specific hardware, hybrid and multi-cloud deployments, ai-optimized storage solutions, ai security and ethical considerations, collaboration between ai and cloud providers..
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Segmentation & Regional Insights
The ai infrastructure market covered in this report is segmented –
1) By Offerings: Hardware, Server Software
2) By Function: Training, Inference
3) By Technology: Machine Learning, Deep Learning
4) By Deployment Type: On-Premises, Cloud, Hybrid
5) By End User: Enterprises, Government Organizations, Cloud Service Providers
North America was the largest region in the AI infrastructure market in 2023. Asia-Pacific is expected to be the fastest-growing region in the AI infrastructure market report forecast period. The regions covered in the ai infrastructure market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
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Major Driver Impacting Market Growth
The increase in data traffic and need for high computing power are expected to propel the growth of the AI infrastructure market going forward. Data traffic refers to the amount of data moving across a computer network at any given time. In contrast, high computing power refers to the ability of systems to process data and perform complex calculations at high speeds. HPC infrastructure helps AI models with storage, networking, and data processing to make AI projects work at scale by processing workloads quickly, significantly speeding up the training stage, and boosting the accuracy and reliability of AI models in minimum time. For instance, in June 2022, according to Ericsson, a Sweden-based networking and telecommunications company, the company reported that mobile network data traffic grew 10% between the fourth quarter of 2021 and the first quarter of 2022. For the year-over-year comparison, that growth reached 40%. Further, in May 2022, according to International Data Corporation (IDC), a US-based advisory services provider in information technology and telecommunications, approximately 50% of startups in Asia-Pacific focus on high-performance computing infrastructure to address genomic data challenges in life sciences due to its high computing capabilities. Therefore, the increasing data traffic and need for high computing power are driving the growth of the AI infrastructure market.
Key Industry Players
Major companies operating in the ai infrastructure market report are Nvidia Corporation, Intel Corporation, Oracle Corporation, Samsung Group, Micron Technology Inc., Advanced Micro Devices Inc., International Business Machines Corporation, Google LLC, Microsoft Corporation, Amazon Web Services Inc., SK Hynix Inc., Cisco Systems Inc., Arm Limited, Xilinx Inc., Dell Inc., Synopsys Inc., Hewlett Packard Enterprise Company, Cadence Design Systems Inc., Toshiba Corporation, SenseTime Group Limited, Imagination Technologies Limited, Graphcore Limited, Habana Labs Limited, Meta Platforms Inc., Nutanix Inc., Pure Storage Inc., Wave Computing Inc., Tenstorrent Inc., Gyrfalcon Technology Inc., Cambricon Technologies Corporation Limited
The ai infrastructure market report table of contents includes:
1. Executive Summary
2. Market Characteristics
3. Market Trends And Strategies
4. Impact Of COVID-19
5. Market Size And Growth
6. Segmentation
7. Regional And Country Analysis
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27. Competitive Landscape And Company Profiles
28. Key Mergers And Acquisitions
29. Future Outlook and Potential Analysis
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