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26 Oct 2021  |  Global  |  Technology Research
Machine Learning: The New Driving Force for DevOps
Machine Learning is Transforming and Optimizing DevOps.
When they work together, software development and operations teams can advance a company's business transformation. The integration of these teams, also known as DevOps, streamlines the legacy software development process. However, with the growing emphasis on the digital transformation, the pace of development and innovation has increased. Therefo...
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28 Jan 2026  |  North America  |  Market Research
Benchmarking of Automotive Patents, North America, 2026–2040
The Mobility Sector is Experiencing Transformational Growth Due to Innovation
This Frost & Sullivan analysis examines the evolution of mobility innovation through a comprehensive benchmarking of automotive and mobility-related patents across connected, autonomous, shared, and electric (CASE) mobility dimensions. Using patent data from the United States Patent and Trademark Office spanning 1976 to 2040, the analysis maps lon...
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18 Jan 2024  |  North America  |  Market Research
Growth Opportunities in Active Defense Systems for Military Armored Vehicles, 2024
Technological Advancements Catalyze Global Anti-tank Warfare
The ongoing wars in Ukraine and the Gaza Strip have reignited, for the first time in decades, a focus of the military ground domain on the battlefield, with an emphasis on the survival of armored vehicle fleets tanks, armored personnel carriers, and other platforms. In recent years, the foundations for ground active defense systems (APS) have been ...
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20 Jul 2022  |  North America  |  Market Research
Growth Opportunities from Benchmarking Global Passenger Vehicle OEMs’ Customer Service Channels
Growth Strategies Hinge on Developing Omni-channel Value Line Labels, Workshop Concepts, and Subscription-based Maintenance Services to Support Customers beyond Warranty Period
In this report, Frost & Sullivan profiles, analyzes, and benchmarks conventional and electric OEMs by their OES channel service and maintenance offerings. The geographic scope is global. The base year is 2021; global sales reflect 2019, 2020, and 2021. The study benchmarks the OEMs and their OES services in the following segments: Maintenance o...
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23 Oct 2019  |  North America  |  Market Research
The Impact of the US-China Trade War on Southeast Asian Countries, 2018
Even the Beneficiaries of the US-China Trade War Face the Impact of the Global Slowdown
This report provides an overview of the US-China trade war plan and its consequences. It also investigates the impacts of the US-China trade war on Vietnam, Malaysia, and Singapore. The US-China trade war has been the main reason behind the uncertainty in financial markets during 2018 and 2019, which has affected investor confidence globally. For ...
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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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06 Feb 2025  |  Global  |  Market Research
Benchmarking of Key Cities and Their Transport Development Strategies
Sustainability and Electrification will be the Focus Points for Public Transport Operators in the Short-to-Mid Term
City transportation systems around the world are undergoing significant transformation due to technological advancements, changing urban landscapes, and evolving expectations from residents. Traffic congestion, air pollution, and inefficient use of resources are common challenges that transport operators across cities are grappling with. To address...
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14 Aug 2024  |  Global  |  Market Research
Benchmarking Asian OEMs Software-defined Vehicle Strategies, 2024
OEMs Driving In-house R&D of Software-defined Vehicles Expected to Take Center Stage
The automotive industry is transitioning from a hardware to software approach to building vehicles. Vehicles are increasingly complex, with more lines of software code than in previous years. The concept of software-defined vehicles (SDVs) has gained industry traction, impacting product and feature development philosophies. SDVs are changing the...
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30 Sep 2026  |  Global  |  Market Research
Global Economic Transformations for 2026 (Q3 Update)
US-Iran Conflict to Slow Global Growth to 2.5% in H2 2026; AI Investments and Asian Tech Exports Drive Resilience
Prolonged geopolitical uncertainty, elevated energy costs, and persistent supply chain and trade disruptions define global economic conditions in Q3 2026. The US-Iran conflict has materially weakened the global growth trajectory, shaving 0.6 percentage points from the 2026 outlook (vs 3.5% in 2025) and slowing global GDP growth to 2.5% in Q3 2026, ...
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