A Streaming Application Is Reading Data from Amazon Kinesis Data

question 105

Multiple Choice

A streaming application is reading data from Amazon Kinesis Data Streams and immediately writing the data to an Amazon S3 bucket every 10 seconds. The application is reading data from hundreds of shards. The batch interval cannot be changed due to a separate requirement. The data is being accessed by Amazon Athena. Users are seeing degradation in query performance as time progresses. Which action can help improve query performance?

• A) Merge the files in Amazon S3 to form larger files.
• B) Increase the number of shards in Kinesis Data Streams.
• C) Add more memory and CPU capacity to the streaming application.
• D) Write the files to multiple S3 buckets.

Recognise the importance of aligning organisational design with strategic orientation, objectives, and environmental uncertainty.

Assess the role of formal and informal structures in organisational design and management.

Evaluate the trends and shifts in organisational design choices, including centralisation, decentralisation, and the reduction of management levels.

Compare and contrast functional, divisional, and matrix structures, including their contexts of use.

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Definitions:

Essential Terms

Key conditions and provisions in a contract that are fundamental to the agreement's objectives and enforceability.

Contract

A legally binding agreement between two or more parties that outlines the terms and conditions of a particular arrangement or action.

E-commerce

Electronic commerce involves buying and selling goods and services over the internet, utilizing digital platforms and transactions.

Electronic Documents

Documents that are generated, stored, transmitted, communicated, or received in digital form.