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    Question

    What differentiates big data from traditional data in terms of its defining characteristics?

    A Big data relies exclusively on relational databases, while traditional data uses flat files. Correct Answer Incorrect Answer
    B Big data is characterized by its velocity, while traditional data primarily focuses on variety. Correct Answer Incorrect Answer
    C Big data requires advanced tools for processing, while traditional data can be handled by conventional methods. Correct Answer Incorrect Answer
    D Traditional data requires distributed storage systems, unlike big data. Correct Answer Incorrect Answer
    E Big data is always less accurate than traditional data due to its size and complexity. Correct Answer Incorrect Answer

    Solution

    Big data stands out due to its volume, velocity, variety, and veracity, often called the 4 Vs. Its massive scale and complexity necessitate advanced processing tools like Hadoop, Spark, and cloud-based analytics platforms. Traditional data, on the other hand, is typically smaller and less diverse, making it manageable with conventional databases or tools like spreadsheets. Big data’s nature often involves distributed storage and parallel processing to handle its dynamic characteristics effectively. This distinction underscores the necessity of scalable, robust technologies for big data compared to the simpler methods sufficient for traditional datasets. Why Other Options Are Incorrect: • A: Big data is not limited to relational databases; it incorporates NoSQL databases and other distributed storage systems. • B: While velocity is a key attribute, variety is more prominently associated with big data, not traditional data. • D: Distributed storage systems are a hallmark of big data, not traditional data. • E: Big data can be as accurate as traditional data, provided advanced algorithms and validation techniques are employed.

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