04 Jun 2019
Annual Edge AI Processor Shipments Forecast to Reach 1.5 Billion Units by 2023, According to IDC
SAN MATEO, Calif., June 4, 2019 – In its first forecast of Artificial Intelligence (AI) edge processors, International Data Corporation (IDC) estimates that worldwide shipments of AI-optimized processors for edge systems will reach 340.1 million units in 2019, an increase of 170.0% over 2018. By 2023, IDC expects the market will reach unit shipments of 1.5 billion and achieve a five-year compound annual growth rate (CAGR) of 64.9%.
The emergence of AI is upending the microprocessor market. While the development of general-purpose processors and graphic processor units (GPUs) have brought tremendous compute capabilities to ever smaller, more mobile, battery-powered devices, they are not ideal platforms for neural network inferencing solutions. AI-optimized processors, both discrete accelerators and host processors with neural network accelerators integrated into the processor, drastically outperform running AI solutions compared to general purpose architectures. Every key supplier is trying to adapt by developing solutions that address the new computing paradigm even as a new class of processing suppliers have entered the market, including a range of venture-backed semiconductor startups launching new IP and accelerators into the market.
The market opportunity for AI-optimized processors will increase as AI solutions expand at the edge of the network and as AI workloads increase beyond basic system optimization tasks and listening for wake words to more valuable functions. In 2018, only 5.1% of edge systems running AI included optimized processors. This penetration rate is expected to reach 40.5% by 2023. Revenues for AI-optimized processors on the edge are expected to reach $40.4 billion by 2023, with a CAGR of 86.4%.
For this forecast, edge systems include primary clients, such as PCs, mobile phones, and tablets; edge infrastructure gateways and servers; and endpoints and IoT devices deployed at the edge of enterprise, government, and home networks. Some of the key application areas for edge AI processors include automotive advanced driver assistant systems (ADAS), gaming systems, smart home, and video surveillance. Other key markets include industrial automation, medical devices, AR/VR devices, and robots and drones.
"The success of AI resides in systems deployed to the edge, where instant decisions made by neural networks can actually create value, unfettered by latency and connectivity issues that can challenge cloud-based solutions," said Michael J. Palma, research director in IDC's Enabling Technologies and Semiconductor research team. "But the promise of AI at the edge depends on the development of highly efficient compute processing elements, optimized for AI workloads, that support the power-constrained nature of most edge systems. Currently, discrete accelerators offer the greatest performance but add to BOM costs. Eventual success will likely rest on the integration of AI-optimized processing elements within host processors."
The IDC report, Worldwide Edge AI Processing Forecast, 2019–2023: A New Paradigm for Processors (IDC #US43825519), examines the worldwide market for AI-optimized processors for the 2018-2023 period. The report includes a five-year growth forecast for 2019-2023.
For more information about IDC's coverage of edge AI processing, please contact Michael J. Palma at email@example.com.
International Data Corporation (IDC) is the premier global provider of market intelligence, advisory services, and events for the information technology, telecommunications, and consumer technology markets. With more than 1,100 analysts worldwide, IDC offers global, regional, and local expertise on technology and industry opportunities and trends in over 110 countries. IDC's analysis and insight helps IT professionals, business executives, and the investment community to make fact-based technology decisions and to achieve their key business objectives. Founded in 1964, IDC is a wholly-owned subsidiary of International Data Group (IDG), the world's leading media, data and marketing services company. To learn more about IDC, please visit www.idc.com. Follow IDC on Twitter at @IDC and LinkedIn.
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