Search results for: 'distributed control system'

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...

At the end of 2020, FireEye discovered malware distributed through software updates to the Orion Platform, a popular IT management product. SolarWinds, the platform supplier, was breached earlier that year and failed to detect hackers in its environment for several months. Because of the widespread usage of the SolarWinds software, victims of this ...

The Brazilian power and energy market is going through considerable transformation, driven by changes in regulation and the increasing interest of energy and commercial and industrial (C&I) companies to advance their decarbonization agendas. The global 4D trends—decarbonization, decentralization, digitalization, and democratization— are shaping the...

India’s expanding economy and population are the biggest drivers of energy demand. Universal access to electricity is one of the primary aims of the Government, which has launched multiple schemes to support Production, Transmission and Distribution of electricity. Electricity demand in India is growing at 13% per annum, whereas its connection grid...

This study considers growth opportunities in the European starter and alternator aftermarket for passenger cars and light commercial vehicles. It forecasts demand for new and remanufactured starters and alternators and average manufacturer-level price (MLP) through 2030. The study also evaluates shares, distribution channels, and technology trends....

Frost & Sullivan's annual survey of IT and business decision-makers, now in its 15th year, aims to understand their perceptions, decisions, and purchasing behaviors. In 2024, Frost & Sullivan introduced a new set of questions focused on multi-access edge computing (MEC) to the yearly survey. The survey aims to understand respondents’ evolving organ...

The collaboration and communication device landscape is undergoing a structural shift, characterized by steady realignment as AI and hybrid work reshape the workplace. Across global markets, enterprises are recalibrating to a adjust to the hybrid work baseline, while the demand for higher-quality, more intelligent endpoints continues to rise. Custo...

This study provide in-depth analysis on the North American market for uninterruptible power supplies (UPS). Market analysis also includes revenue forecast by power range and by end user markets. Also included in the study is discussion on the competitive structure, distribution channels, and market share analysis.

Respiratory diseases are on the rise globally due to various factors, including environmental ones. Obstructive lung diseases such as chronic obstructive pulmonary disease (COPD), asthma, and cystic fibrosis are a huge burden on the global healthcare system. Existing therapies can only reduce the impact and provide short-term relief, but are not ca...