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Intelligent network automation is transforming the enterprise network infrastructure and how networks are managed and optimized. Network services industry participants are developing and integrating AI technologies to automate various network operation processes and tasks. Network operation and management are complex, and automated network function...

According to business respondents to the 2023 Frost & Sullivan Global Cloud User survey, cloud and artificial intelligence (AI) represent the most critical aspects of digital transformation. As such, companies continue to build hybrid, multicloud environments to support strategic business goals, such as revenue growth, rapid response to market dema...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) captures developments related to Social Media Analytics And Engagement, Human Capital Management, Artificial Intelligence, Robotic Process Automation, Cloud Computing, Machine Learning, Analytics, and Generative AI.ITCC TOE’s mission is to investigate emerg...

The geospatial value-added services market is seeing an influx of new participants owing to cheaper satellite data products and services and enabling information and communication technologies. Established incumbents have to compete with not only these participants but also new customer groups arising from the evolution of new use cases. The marke...

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...

As businesses emerged from the COVID-19 pandemic operating environment, they found themselves facing the Great Resignation, an economic downturn, and a potential recession. These dynamics caused them to reassess spending and force business units to do more with less. Low-code application platforms (LCAPs), a technology that was just gaining popular...

Computer vision is a rapidly burgeoning field, with the potential to revolutionize various applications such as advanced driver assistance systems, medical imaging, precision agriculture, retail, advertising, media, security and surveillance, unmanned aerial vehicles (UAVs), and robotics. This report answers the following questions: • Which are th...

In today s competitive landscape, effective talent acquisition is vital for organizational success. Economic uncertainty, geopolitical tensions, and widespread layoffs have contributed to hiring freezes and reduced technology spending, making 2023 a challenging year for hiring platforms and HR tech providers. The market is evolving from traditional...

The global semiconductors industry registered growth in 2020 after declining by 12.0% in 2019. Growth in 2020 was attributed to the increasing sales of notebooks, tablets, and datacenter (DC) products. In 2021 (and beyond), growth will be driven by the technology convergence of connectivity and AI/ML, which will be the core of product developmen...