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Digital infrastructure, of course, includes communications network infrastructure — including 5G, Fifth-Generation Fixed Network (F5G), Internet Protocol version 6+ (IPv6+), the Internet of Things (IoT), and the Industrial Internet — alongside computing infrastructure, such as Artificial Intelligence (AI), storage, computing, and data centers.
Coupled with the advent of the Internet and the development of new technologies such as IPv6, VOIP, IoT, and 5G, companies are suddenly awash in more data than ever before. That’s because companies didn’t have sufficient computing power, storage capabilities, or enough data to make an investment in developing ML and AI models worthwhile.
We use high-performance transactions systems, complex rendering and object caching, workflow and queuing systems, businessintelligence and data analytics, machine learning and pattern recognition, neural networks and probabilistic decision making, and a wide variety of other techniques. Spot Instances - Increased Control.
Further computationally intensive, highly parallel workloads have found their way to Amazon EC2 as businesses have explored using HPC types of algorithms for other application categories, for example to to process very large unstructured data sets for BusinessIntelligence applications. Spot Instances - Increased Control.
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