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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.
This year India marks the Golden jubilee celebration of formal diplomatic relation between India and:
The Government of India has taken a historic decision to reduce the rate of contribution under the ESI Act from 6.5% to _____?
Next QUAD Summit 2023 will be held at which place?
Which organizations are referred to as the “Bretton Woods Twins”?
How much funding did the Coalition for Disaster Resilient Infrastructure (CDRI) announce for urban infrastructure resilience in LMICs and SIDS?
Which state is the largest producer of coconuts in India?
The policy of broad protection to domestic industries, direct control over imports and foreign investment and keeping exchange rates high to unrealistic...
GIS stands for
What is the financial allocation for the 'Incentives to DISCOMs' under the PM-Surya Ghar: Muft Bijli Yojana?
Who was the first Indian to win an individual Olympic gold medal?