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This issue of Vital Signs, released on May 24, 2011, discusses perspectives of different Frost & Sullivan analysts on recent noteworthy news items for various markets including Pharmaceuticals and Biotechnology, Medical Devices, Telehealth, and Medical Imaging.

The trend opportunity profile series covers opportunities emerging from future trend evolutions designed to help clients discover and prioritize the most consequential medium-to-long-term trends actively transforming their businesses’ growth environment. These trend opportunity profiles cover 12 key industries: Aerospace and defense; health, wellne...

The rising demand for faster and more secure transactions along with full transparency has made Blockchain one of the fastest growing technology markets in the world. Blockchain, which is a decentralized digital database, supports secure transactions without the need for a central authority to approve/accept the transaction. Although this technolog...

Although India is one of the fastest growing mobile and broadband markets in the world, telcos in India face challenges on a number of fronts: an intensively competitive market with a large number of players, declining fixed-line revenues, increasing mobile customer churn brought about by mobile number portability, declining mobile revenue per user...

This report consists of two components: Part 1 focuses on the definition of Cross-Industry 2.0, the new business models involved, the continued demands from customer life-changing services, and how cloud-based capabilities fit into the big picture defined by the converging IT, telecommunications, advertising, content, and application marketplace. ...

Cyberattacks have been getting more and more sophisticated day by day and are causing substantial damage to enterprise assets. Companies undertaking digitization initiatives are being discouraged by the possibility of exposing their networks to devastating cyberattacks. These companies are looking to ramp up their security controls to support and p...

This Frost & Sullivan Market Insight presents a broad overview of Business Process Outsourcing (BPO) market demand for English proficiency for call volumes originating from the United States. It highlights the key industry trends. In preparing this report, Frost & Sullivan conducted interviews with executives from the following companies: Alorica,...

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...

Many technologies operate in parallel as a matter of redundancy. Others operate in parallel to facilitate change management and business transformation from an old version to a new version. It is now often said that the transformation from old stack to new stack for software development will be achieved through cloud native microservices architectu...