You Are Building a New Application That You Need to Collect

question 113

Multiple Choice

You are building a new application that you need to collect data from in a scalable way. Data arrives continuously from the application throughout the day, and you expect to generate approximately 150 GB of JSON data per day by the end of the year. Your requirements are: Decoupling producer from consumer Space and cost-efficient storage of the raw ingested data, which is to be stored indefinitely Near real-time SQL query Maintain at least 2 years of historical data, which will be queried with SQL Which pipeline should you use to meet these requirements?

• A) Create an application that provides an API. Write a tool to poll the API and write data to Cloud Storage as gzipped JSON files.
• B) Create an application that writes to a Cloud SQL database to store the data. Set up periodic exports of the database to write to Cloud Storage and load into BigQuery.
• C) Create an application that publishes events to Cloud Pub/Sub, and create Spark jobs on Cloud Dataproc to convert the JSON data to Avro format, stored on HDFS on Persistent Disk.
• D) Create an application that publishes events to Cloud Pub/Sub, and create a Cloud Dataflow pipeline that transforms the JSON event payloads to Avro, writing the data to Cloud Storage and BigQuery.

Understand the concepts and techniques of social media optimization.

Differentiate between search engine optimization (SEO) and social media optimization (SMO).

Identify the impact of different types of content on web traffic and user engagement.

Recognize the ethical considerations in web content strategies, such as keyword stuffing and hidden text.

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Definitions:

Landlords

Owners of property who rent out space (residential, commercial, or land) to tenants, generating income from the lease agreements.

Quality of Housing

A measure of the condition, facilities, and amenities available in living accommodations, impacting the well-being and comfort of residents.

Rent Control

A government policy or regulation that limits the amount landlords can charge for renting out a home, apartment, or other real estate.

City Deterioration

Refers to the process where a part of the city falls into disrepair and decline, often characterized by abandoned buildings, decreased public services, and increased crime.