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25 Sep 2026  |  Global  |  Frost Radar
Frost Radar™: Demand-Side Platforms, 2026
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
Demand-side platforms (DSPs) have evolved from programmatic buying tools into the decisioning infrastructure through which advertisers plan, execute, optimize, and measure campaigns across connected television, display, video, audio, digital out-of-home, and commerce media. Frost & Sullivan estimates that market revenue will increase from $31.28 bi...
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28 Jun 2020  |  Global  |  Technology Research
Towards Being Truly Intelligent: Next Wave of AI Technologies (Wave 2 - Reinforcement Learning)
An Overview On Emerging Machine Learning/Artificial Intelligence Approach
As autonomy becomes the key objective of industries across the globe, artificial intelligence (AI) and machine learning (ML) systems too are being driven to adopt a more decision making role with an objective to find and implement the most effective methods of executing business goals. A key area of interest for businesses is to implement ML system...
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19 May 2020  |  Global  |  Technology Research
Towards Being Truly Intelligent: Next Wave of AI Technologies (Wave 1 - Unsupervised Learning)
An Overview On Emerging Machine Learning/Artificial Intelligence Approach
As industries across the globe pursue digitization across functions, more and more data are being generated and utilized to empower decision making and insight generation. As the volume and complexity of data increases, it is also becoming difficult for traditional machine learning (ML) algorithms to make sense of a large number of variables. The l...
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10 Sep 2026  |  Global  |  Frost Radar
Frost Radar™: Entertainment Metadata and Content Discovery Platforms, 2026
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
The entertainment metadata and content discovery platforms market sits at the center of a structural problem the industry has never fully solved: content abundance has outpaced the infrastructure needed to make that content findable. As catalogs fragment across subscription or advertisement-based video on demand, free ad-supported streaming TV, lin...
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07 Apr 2021  |  Asia Pacific  |  Market Research
Paradigm Shift in the Asia-Pacific Automotive Spare Parts Distribution and Retail Landscape
Vertical Integration, Disintermediation, and the Digitalization of Distribution Channels are Driving a Systemic Overhaul of the Spare Parts Distribution Business
The automotive spare parts distribution and retail industry in Asia-Pacific is highly fragmented, and numerous participants compete for customers attention. This Frost & Sullivan study offers a detailed and comprehensive discussion of 8 key markets; it has also identified the top distributors and retailers that command a strong position in each of ...
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11 Sep 2024  |  Global  |  Market Research
Automotive Aftermarket Parts Distributors and Retailers, North America, 2024
eCommerce and Private Label Brands Are Driving Transformational Growth by Strengthening Competitors Market Positions and Enhancing Their Profitability While Improving the Overall Customer Experience
This study examines major automotive aftermarket parts distributors and retailers in North America (the United States and Canada) between 2019 and 2023. The research highlights the trends, impact of technological evolution, shifting market dynamics, and product and customer engagement. By profiling key distributors and retailers, this study exp...
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12 Apr 2024  |  Global  |  Customer Research
The State of the Cloud Asia-Pacific
Cloud Investments Underlie Strategies for Economic Growth and Recovery
In terms of technology adoption, Asia-Pacific (APAC) is a tale of two regions. Industrialized nations, including China, Japan, and South Korea, are mature in their use of cloud and other advanced technologies. In contrast, emerging economies in Southeast Asia lag in their cloud journeys, often hindered by inconsistent access to high-capacity networ...
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12 Jun 2023  |  Global  |  Technology Research
Industry Cloud Platforms: An End-to-end Specialized Solution
Data-driven Insights Boost the Industry Cloud Platform Growth Pipeline
An industry cloud platform is designed to meet the specific needs of respective industries. It provides sector-specific solutions and services through the cloud, such as data analytics, machine learning, and asset management, to help organizations improve efficiency, reduce costs, and drive innovation. The adoption of industry cloud platforms is...
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06 Aug 2025  |  Global  |  Market Research
Cloud-Native Application Monitoring Platforms, Global, 2024–2029
Rapid Adoption of Cloud-Native Technologies Fuels Demand
The use of cloud-native technologies, such as containers and Kubernetes (K8s), has enabled a faster application development and delivery process and more efficient resource usage. However, it also introduced a level of operational complexity that traditional application monitoring tools are not equipped to solve as it has not been designed to addre...
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27 Nov 2025  |  Global  |  Market Research
Data Security Platforms Market, Global, 2025–2030
High Number of Cyberattacks is Driving Transformational Growth in Data Security Platforms
Data has been an integral component of any enterprise’s business operations, regardless of sectors, sizes, and maturity. The adoption of cloud, big data, and GenAI has made data grow exponentially in terms of velocity, volume, and value. Enterprises have been using multiple data security solutions to protect their data amid this rapidly evolving la...
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