课程: How to Build and Execute a Successful Data Strategy

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Managing data complexity and scalability

Managing data complexity and scalability

课程: How to Build and Execute a Successful Data Strategy

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Managing data complexity and scalability

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- The last of the most common challenges, in my experience, are based on technology, complexity and scalability. Technology and complexity can come in the form of legacy systems, incompatible technologies or lack of necessary infrastructure, which can hinder data integration, data analysis, and other data-related activities. It is important to get ahead of the curve with these types of challenges. I always start by conducting a thorough technology assessment to identify gaps and limitations. From a complexity perspective, we have found that embracing cloud computing can be an ideal route to provide flexible and scalable resources without the need for major infrastructure investments, and edge computing also has its place if localized data is required. Establishing clear policies and procedures early in the initiative can also bring to light any hidden complexities within the data and ensure that they are handled with compliance and security in mind. In this day and age, I have found…

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