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In the ever-expanding digital universe, the proliferation of data has ushered in a new era of opportunities and challenges. The concept of Big Data has emerged as a pivotal paradigm shift, revolutionizing the Velocity. Big data velocity refers to the high speed of accumulation of data. The flow of data in today’s world is massive and continuous, and the speed at which data can be accessed directly impacts the decision-making process. The main goal is to gather, process and present data in as close to real-time as possible because even a smaller ...
Velocity is the measure of how fast the data is coming in. Facebook has to handle a tsunami of photographs every day. It has to ingest it all, process it, The results were remarkable: teams achieved a ~40% improvement in estimation accuracy. This improvement stems from velocity’s data-driven approach to planning. The key to this success lies in what I call the “Velocity Feedback Loop”: Historical velocity data informs future sprint planning; Regular velocity tracking enables real-time ...
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