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As global clinical pipelines witness a surge in complex novel therapies, there is a general inclination toward improving trial design through adaptive trial designs with technology-enabled solutions for planning and execution. Artificial intelligence (AI) is gaining large-scale recognition in terms of supporting decentralized trial designs and allo...

With improvements in data acquisition and computing power, artificial intelligence (AI) is becoming more of a reality each day. Companies are constantly developing self-evolving machine learning approaches and hardware enhancements to support AI applications. This study explores new innovations in machine learning and computing that will enable the...

21 Dec 2022  |  Global  |  Technology Research

Supercomputers: Enabling Applications of the Future

The Demand for High-performance Computing Boosts Future Growth Potential Across Application Areas

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A supercomputer is an interconnected system of processors, memory modules, input, and outputs (I/O), and network nodes, that collectively execute highly complex tasks in a significantly smaller time frame than a regular computer. A regular computer may take years to execute certain processes while a supercomputer can achieve those in minutes. Super...

As autonomy becomes the key objective of industries across the globe, artificial intelligence (AI) and machine learning (ML) systems too are being driven to adopt a more decision making role with an objective to find and implement the most effective methods of executing business goals. A key area of interest for businesses is to implement ML system...

20 Sep 2023  |  Global  |  Technology Research

Edge AI Accelerators—Emerging Opportunity Analysis

Expanding IoT Applications Drive Growth

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Specialized edge AI hardware that enables quick deep learning on-device has become essential due to the rising need for real-time deep learning workloads. Additionally, a cloud-based AI method cannot ensure data privacy, low latency, or offer high bandwidth. As a result, many AI workloads are shifting to the edge, increasing the demand for speciali...

Generative artificial intelligence (GenAI) has gained attention as an emergent area of artificial intelligence in which machines autonomously create novel content similar to the input data on which they were trained. Powered by advanced algorithms and neural networks, GenAI creates images, text, music, and more. This ability has caught the attentio...

As industries across the globe pursue digitization across functions, more and more data are being generated and utilized to empower decision making and insight generation. As the volume and complexity of data increases, it is also becoming difficult for traditional machine learning (ML) algorithms to make sense of a large number of variables. The l...

Disruptive AI models are increasingly challenging traditional assumptions about “classic” cloud data centers. As training clusters scale up to thousands of accelerators and consume tens of megawatts of power, the conventional CPU-centric, air-cooled, monolithic server model is no longer sustainable. This research study explores the megatrend of AI ...

25 Jan 2021  |  Global  |  Megatrends

Future of User Interfaces Shaping New Consumer Experiences

Augmented Reality, Virtual Reality, and Biometrics Represent Key Growth Opportunities

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User Interface technologies have moved beyond the concept of simply representing machines to their users to enabling sophisticated and personalized interaction. The COVID-19 pandemic has accelerated their use in healthcare, manufacturing, education, retail, and banking to simplify interactivity and improve engagement. This report aims to help compa...