File processing metrics: in classic data processing, what does the “activity of a file” measure during a processing run?

Difficulty: Medium

Correct Answer: is a measure of the percentage of existing records updated during a run

Explanation:


Introduction / Context:
Traditional batch systems track file “activity” to estimate processing effort and choose suitable organizations (sequential, indexed, hashed). Understanding file activity helps in planning runtimes, optimizing I/O, and deciding when to reorganize or index files for performance.


Given Data / Assumptions:

  • “File activity” is a specific metric used in legacy and modern data processing alike.
  • We consider updates within a batch or processing cycle.
  • The metric influences algorithm and storage choices.


Concept / Approach:
File activity commonly denotes the proportion of existing records that are updated (changed) during a processing run. A high activity level suggests many in-place updates and possibly insertions/deletions, which can degrade efficiency for certain organizations (for example, purely sequential files), prompting the use of indexed access or reorganization strategies. While high activity can reduce efficiency (option b describes an effect), the definition itself is the percentage updated measure (option c).


Step-by-Step Solution:

Define the term: activity = percent of existing records updated this run.Relate implications: higher activity may suggest different file organizations.Choose the option that gives the definition, not an effect or unrelated idea.


Verification / Alternative check:
Systems analysis texts define activity in terms of update frequency; engineering estimates of I/O cost often consider this percentage when selecting access methods.


Why Other Options Are Wrong:

Low percentage of adds/deletes: that is a different concept (churn), not the standard definition of activity.If high, reduces efficiency: consequence, not definition.How closely the file fits allocation: relates to storage utilization, not activity.None: incorrect because option (c) provides the accepted definition.


Common Pitfalls:
Confusing updates with adds/deletes; or using the consequences of high activity as the definition itself. Keep definition and effects separate for proper analysis.


Final Answer:
is a measure of the percentage of existing records updated during a run

More Questions from Database Systems

Discussion & Comments

No comments yet. Be the first to comment!
Join Discussion