Under the large-scale relationship analysis scenario, which of the following options does not belong to the three high demands of massive relationship processing?

Question

Options

• AEfficient relationship discovery data for massive data
• BEfficient sharing of massive data
• CEfficient storage and access requirements for massive amounts of data
• DHigh scalability and high availability requirements for relational analysis platforms

• A
  8% (2)
• B
  75% (18)
• C
  4% (1)
• D
  13% (3)

Explanation

Option B ("Efficient sharing of massive data") is the correct answer because data sharing is not one of the three core high demands specific to massive relationship processing - sharing is a general data management concern, not a specialized requirement of relationship analysis at scale.

Why the distractors are wrong (i.e., they DO belong to the three demands):

• A is a genuine demand - at massive scale, the ability to efficiently discover relationships within huge datasets is a primary challenge that drives architectural decisions.
• C is a genuine demand - storing graph/relationship data and retrieving it with low latency under heavy volume is a foundational requirement.
• D is a genuine demand - relationship analysis platforms must scale horizontally and remain available under load, making high scalability and high availability a core design requirement.

Memory tip: Think of the three demands as "Find it, Store it, Scale it" - Discover relationships (A), Store and access them (C), and run them on a scalable/available platform (D). "Share it" (B) sounds useful but belongs to general data governance, not the specific pressures of relationship analysis.

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