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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.
Select the most appropriate option to fill in the blank.
A ______ mind rarely meets a dead end; it continues the search for the answers.
Children need ___________ to make sense of their internal and external worlds.
Stretching helps prevent lower back pain __________ tightness in the lower body.
Select the most appropriate option to fill in the blank.
The antique store was filled with a ___________ collection of rare artifacts from aro...
The startup is growing quickly, but they need to ensure they don’t _______ and make careless mistakes.
Choose the most suitable option to fill in the blanks in the sentences below.
The project became so expensive that we had __________.
The team held on by the skin of their teeth to win the crucial match.
1) impressed
2) daunted
3) motivated
4) happy
5) cultivated
The _________ about teachers is that they are too preoccupied with cultivating professional excellence to bother about connectedness.
Fill in the blank with the most appropriate word.
She ______ her pearly white teeth in a broad smile.