Industries Market Research Reports

This study explores the growth of sensor technologies and their application in the agriculture industry, particularly in the agritech sector. With sustainability becoming a global trend, governments, companies, and non-profit agencies have realized the potential offered by different sensing technologies for optimizing resource usage. Although not a...

Frost & Sullivan s global IoT industry predictions for calendar 2024 are the result of aggregated input from Frost & Sullivan regional IoT and Edge research teams. Research analysts input leverages the extensive Frost & Sullivan knowledge base, as well as primary and secondary research. The recently published IoT Predictions report includes the...

Synthetic data is data generated artificially based on data collected from real-world occurrences. It is artificially generated data in the form of text, tables, images, and videos, among others. Synthetic data generation will address the challenge of inefficient datasets and privacy concerns. Generated using algorithms, it enables organization...

Digital technologies such as AI, analytics, cloud, and digital twin are playing a key role in the transformation of the water industry. The application of these advanced technologies helps water resource authorities (both municipal and non-municipal authorities) to address various challenges related to the monitoring of water quality, the improveme...

A number of software companies established their fulfillment centers in India in the early 2000s in search of low-cost, high-productivity hubs. The early success of jobs outsourced to India and a rapidly evolving education infrastructure led to further investments in Indian global capability centers (GCCs). As companies ramped up their investments ...

The development of augmented reality (AR), virtual reality (VR), and extended reality (XR) technologies expect to accelerate in upcoming years. Technology developers and adopters across various industries experiment with these innovations for mass deployment, driving the shift from product testing for specific application requirements to scaling th...

The demand for intelligent transportation system (ITS) has also evolved with the progress transportation systems have made over the years. However, effective utilization of transportation systems depends on proper management of input data sources which describe the performance of the system and the state of system controls. The nature and quality...

As digitization progresses across industries, AI is gaining a ubiquitous adoption as more and more business processes are being automated. With this, the expectations from AI in terms of what applications can be realized using AI is also expanding, and thus a more complex set of neural networks have been introduced which are expected to leverage ad...

29 Jul 2021  |  Global  |  Technology Research

Federated Learning: New Approach to Building AI Models

Leveraging Open Source Tools to Accelerate Technology Development across Organizations and Regions

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Traditional machine learning (ML) models are centralized and involve vast amounts of data. However, both the urgency to guarantee data privacy and to abide by strict regulations imposed across regions have contributed to the emergence of a new and powerful alternative technique, federated learning. Instead of acquiring data from a central server or...