A Development Team at an International Gaming Company Is Experimenting

question 110

Multiple Choice

A development team at an international gaming company is experimenting with Amazon DynamoDB to store in-game events for three mobile games. The most popular game hosts a maximum of 500,000 concurrent users, and the least popular game hosts a maximum of 10,000 concurrent users. The average size of an event is 20 KB, and the average user session produces one event each second. Each event is tagged with a time in milliseconds and a globally unique identifier. The lead developer created a single DynamoDB table for the events with the following schema: Partition key: game name Sort key: event identifier Local secondary index: player identifier Event time The tests were successful in a small-scale development environment. However, when deployed to production, new events stopped being added to the table and the logs show DynamoDB failures with the ItemCollectionSizeLimitExceededException error code. Which design change should a database specialist recommend to the development team?

• A) Use the player identifier as the partition key. Use the event time as the sort key. Add a global secondary index with the game name as the partition key and the event time as the sort key.
• B) Create two tables. Use the game name as the partition key in both tables. Use the event time as the sort key for the first table. Use the player identifier as the sort key for the second table.
• C) Replace the sort key with a compound value consisting of the player identifier collated with the event time, separated by a dash. Add a local secondary index with the player identifier as the sort key.
• D) Create one table for each game. Use the player identifier as the partition key. Use the event time as the sort key.

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Definitions:

Preconceived Categories

Initially established classifications or groups into which data are sorted based on prior assumptions or theories, often used in qualitative research.

Focus Groups

A qualitative research technique involving guided discussions with a small group of people to explore their perceptions on a particular topic.

Human Communication

The process through which individuals convey meanings through the exchange of verbal or non-verbal messages.

Focus Group

Small group of people brought together to discuss a topic of interest to the researcher.