IT Services and Applications

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

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...

Traditional cloud computing models sends data from the device to the cloud for data analysis and the decision is sent back to the device for implementation. The agility of cloud computing is great but not enough to overcome certain challenges such as latency, bandwidth, processing the data for real-time decision making, costs associated with data t...

In the highly competitive modern markets, brands are seeking to develop deeper and more meaningful relations with their target audiences by designing marketing campaigns that resonate with them. Digital marketing has emerged as one of the most efficient and continent ways for brands to connect with larger audiences and gathering data on their behav...

The global energy landscape in the United States is evolving every year with wide-scale adoption of distributed energy resources (DERs), developments in digital communication infrastructure, and transactive-based micro-grid initiatives that places utilities at the center. For utility customers to stay relevant, incorporating emerging technology sol...