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Here, you will find Building Resilient Streaming Analytics Systems on GCP Exam Answers in Bold Color which are given below.
These answers are updated recently and are 100% correctβ answers of all week, assessment, and final exam answers of Building Resilient Streaming Analytics Systems on GCP from Coursera Free Certification Course.
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About Building Resilient Streaming Analytics Systems on GCP Course
Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations. Building Resilient Streaming Analytics Systems on GCP course covers how to build streaming data pipelines on Google Cloud Platform. Cloud Pub/Sub is described for handling incoming streaming data.
The course also covers how to apply aggregations and transformations to streaming data using Cloud Dataflow, and how to store processed records to BigQuery or Cloud Bigtable for analysis. Learners will get hands-on experience building streaming data pipeline components on Google Cloud Platform using QwikLabs.
Course Apply Link – Building Resilient Streaming Analytics Systems on GCP
Building Resilient Streaming Analytics Systems on GCP Quiz Answers
Introduction to Processing Streaming Data
Q1. Dataflow offers the following that makes it easy to create resilient streaming pipelines when working with unbounded data:
(Select all 2 correct responses)
- Ability to flexibly reason about time
- Controls to ensure correctness
- Global message bus to buffer messages
- SQL support to query in-process results
Q2. Match the GCP product with its role when designing streaming systems
- B
- A
- D
- C
Serverless Messaging with Cloud Pub/Sub
Q1. Which of the following about Cloud Pub/Sub is NOT true?
- Pub/Sub simplifies systems by removing the need for every component to speak to every component
- Pub/Sub connects applications and services through a messaging infrastructure
- Pub/Sub stores your messages indefinitely until you request it
Q2. Cloud Pub/Sub guarantees that messages delivered are in the order they were received
- False
- True
Q3. Which of the following about Cloud Pub/Sub topics and subscriptions are true? (Select all 2 correct responses)
- 1 or more publisher(s) can write to the same topic
- 1 or more subscriber(s) can request from the same subscription
- Each topic will deliver ALL messages for a topic for each subscriber
- Each topic MUST have at least 1 subscription
Q4. Which of the following delivery methods is ideal for subscribers needing close to real-time performance?
- Pull Delivery
- Push Delivery
Cloud Dataflow Streaming Features
Q1. The Dataflow models provide constructs that map to the four questions that are relevant in any out-of-order data processing pipeline:
- B
- A
- D
- C
Streaming Analytics and Dashboards
Q1. Which of the following is true for Data Studio?
- Data Studio can only ingest files stored in Cloud Storage buckets.
- Data Studio supports data ingest through multiple connectors.
- Data Studio is part of Dataflow and requires a streaming pipeline for data ingest.
- Data Studio is part of Google BigQuery and requires data to already exist in tables.
Q2. Data Studio can issue queries to BigQuery
- True
- False
High-Throughput Streaming with Cloud Bigtable
Q1. Which of the following are true about Cloud Bigtable? (Mark all 3 correct responses)
- Offers very low latency in the order of milliseconds
- Ideal for >1TB data
- Great for time-series data
- Support for SQL
Q2. Cloud Bigtable learns access patterns and attempts to distribute reads and storage across nodes evenly
- True
- False
Q3. Which of the following can help improve the performance of Bigtable? (Select all 3 correct responses)
- Change schema to minimize data skew
- Clients and Bigtable are in same zone
- Use HDD instead of SDD
- Add more nodes
Conclusion
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[url=https://bystrovozvodimye-zdanija-moskva.ru/]ΠΡΡΡΡΠΎΠ²ΠΎΠ·Π²ΠΎΠ΄ΠΈΠΌΡΠ΅ Π·Π΄Π°Π½ΠΈΡ[/url]
1. ΠΡΡΠΎΠΊΠ°Ρ ΡΠΊΠΎΡΠΎΡΡΡ Π²ΠΎΠ·Π²ΠΎΠ΄Π°: ΠΠΎΠΌΠ΅Π½ΡΡ – Π½Π°ΠΈΠ²Π°ΠΆΠ½Π΅ΠΉΡΠΈΠΉ Π°ΡΠΏΠ΅ΠΊΡ Π² ΠΏΡΠ΅Π΄ΠΏΡΠΈΠ½ΠΈΠΌΠ°ΡΠ΅Π»ΡΡΡΠ²Π΅, ΠΈ ΡΠΎΠΎΡΡΠΆΠ΅Π½ΠΈΡ ΠΌΠΎΠΌΠ΅Π½ΡΠ°Π»ΡΠ½ΠΎΠ³ΠΎ ΠΌΠΎΠ½ΡΠ°ΠΆΠ° ΠΎΠ±Π΅ΡΠΏΠ΅ΡΠΈΠ²Π°ΡΡ ΡΡΡΠ΅ΡΡΠ²Π΅Π½Π½ΠΎΠ΅ ΡΠΌΠ΅Π½ΡΡΠ΅Π½ΠΈΠ΅ ΡΡΠΎΠΊΠΎΠ² ΡΡΡΠΎΠΉΠΊΠΈ. ΠΡΠΎ Π²ΡΡΠΎΠΊΠΎ ΠΎΡΠ΅Π½ΠΈΠ²Π°Π΅ΡΡΡ Π² ΡΠΈΡΡΠ°ΡΠΈΡΡ , ΠΊΠΎΠ³Π΄Π° ΡΡΠΎΡΠ½ΠΎ Π½ΡΠΆΠ½ΠΎ Π½Π°ΡΠ°ΡΡ Π±ΠΈΠ·Π½Π΅Ρ ΠΈ Π½Π°ΡΠ°ΡΡ ΠΌΠΎΠ½Π΅ΡΠΈΠ·Π°ΡΠΈΡ.
2. ΠΠΊΠΎΠ½ΠΎΠΌΠΈΡΠ½ΠΎΡΡΡ: ΠΠ° ΡΡΠ΅Ρ ΠΎΠΏΡΠΈΠΌΠΈΠ·Π°ΡΠΈΠΈ ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄ΡΡΠ²Π° ΠΈ ΡΡΡΠ°Π½ΠΎΠ²ΠΊΠΈ ΡΠ»Π΅ΠΌΠ΅Π½ΡΠΎΠ² Π½Π° ΠΌΠ΅ΡΡΠ΅, ΡΠ°ΡΡ ΠΎΠ΄Ρ Π½Π° ΡΠΊΠΎΡΠΎΡΡΡΠΎΠΉΠΊΠΈ ΡΠ°ΡΡΠΎ Π±ΡΠ²Π°Π΅Ρ Π½ΠΈΠΆΠ΅, ΠΏΠΎ ΡΠΎΠΏΠΎΡΡΠ°Π²Π»Π΅Π½ΠΈΡ Ρ ΡΡΠ°Π΄ΠΈΡΠΈΠΎΠ½Π½ΡΠΌΠΈ ΡΡΡΠΎΠΈΡΠ΅Π»ΡΠ½ΡΠΌΠΈ Π·Π°Π΄Π°ΡΠ°ΠΌΠΈ. ΠΡΠΎ Π΄Π°Π΅Ρ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡ ΡΡΠΊΠΎΠ½ΠΎΠΌΠΈΡΡ Π΄Π΅Π½ΡΠ³ΠΈ ΠΈ ΠΏΠΎΠ»ΡΡΠΈΡΡ Π»ΡΡΡΡΡ ΠΈΠ½Π²Π΅ΡΡΠΈΡΠΈΠΎΠ½Π½ΡΡ ΠΎΡΠ΄Π°ΡΡ.
ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π½Π° [url=https://xn--73-6kchjy.xn--p1ai/]https://scholding.ru[/url]
Π Π·Π°ΠΊΠ»ΡΡΠ΅Π½ΠΈΠ΅, ΠΌΠΎΠΌΠ΅Π½ΡΠ°Π»ΡΠ½ΡΠ΅ ΡΠΎΠΎΡΡΠΆΠ΅Π½ΠΈΡ – ΡΡΠΎ Π»ΡΡΡΠ΅Π΅ ΡΠ΅ΡΠ΅Π½ΠΈΠ΅ Π΄Π»Ρ ΠΊΠΎΠΌΠΌΠ΅ΡΡΠ΅ΡΠΊΠΈΡ ΠΈΠ½ΠΈΡΠΈΠ°ΡΠΈΠ². ΠΠ½ΠΈ ΠΊΠΎΠΌΠ±ΠΈΠ½ΠΈΡΡΡΡ Π² ΡΠ΅Π±Π΅ Π±ΡΡΡΡΠΎΡΡ Π²ΠΎΠ·Π²Π΅Π΄Π΅Π½ΠΈΡ, ΡΠΈΠ½Π°Π½ΡΠΎΠ²ΡΡ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎΡΡΡ ΠΈ Π½Π°Π΄Π΅ΠΆΠ½ΠΎΡΡΡ, ΡΡΠΎ ΠΎΠ±ΡΡΠ»Π°Π²Π»ΠΈΠ²Π°Π΅Ρ ΠΈΡ Π½Π°ΠΈΠ»ΡΡΡΠΈΠΌ Π²Π°ΡΠΈΠ°Π½ΡΠΎΠΌ Π΄Π»Ρ ΠΏΡΠ΅Π΄ΠΏΡΠΈΡΡΠΈΠΉ, ΠΈΠΌΠ΅ΡΡΠΈΡ ΡΠ΅Π»ΡΡ Π±ΡΡΡΡΡΠΉ Π±ΠΈΠ·Π½Π΅Ρ-ΡΡΠ°ΡΡ ΠΈ ΠΈΠ·Π²Π»Π΅ΠΊΠ°ΡΡ ΠΏΡΠΈΠ±ΡΠ»Ρ. ΠΠ΅ ΡΠΏΡΡΡΠΈΡΠ΅ ΠΌΠΎΠΌΠ΅Π½Ρ ΡΠΊΠΎΠ½ΠΎΠΌΠΈΠΈ Π²ΡΠ΅ΠΌΠ΅Π½ΠΈ ΠΈ ΡΡΠ΅Π΄ΡΡΠ², Π²ΡΠ±ΡΠ°Π² Π±ΡΡΡΡΠΎΠ²ΠΎΠ·Π²ΠΎΠ΄ΠΈΠΌΡΠ΅ Π·Π΄Π°Π½ΠΈΡ Π΄Π»Ρ Π²Π°ΡΠ΅Π³ΠΎ ΡΠ»Π΅Π΄ΡΡΡΠ΅Π³ΠΎ Π½Π°ΡΠΈΠ½Π°Π½ΠΈΡ!
ΠΠΊΡΠΏΡΠ΅ΡΡ-ΡΡΡΠΎΠ΅Π½ΠΈΡ Π·Π΄Π°Π½ΠΈΡ: ΠΊΠΎΠΌΠΌΠ΅ΡΡΠ΅ΡΠΊΠΈΠΉ ΡΠ΅Π·ΡΠ»ΡΡΠ°Ρ Π² ΠΊΠ°ΠΆΠ΄ΠΎΠΌ Π±Π»ΠΎΠΊΠ΅!
Π ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΠΎΠΌ ΠΎΠ±ΡΠ΅ΡΡΠ²Π΅, Π³Π΄Π΅ Π²ΡΠ΅ΠΌΡ – Π΄Π΅Π½ΡΠ³ΠΈ, ΡΡΡΠΎΠ΅Π½ΠΈΡ Π±ΡΡΡΡΠΎΠ³ΠΎ ΠΌΠΎΠ½ΡΠ°ΠΆΠ° ΡΡΠ°Π»ΠΈ ΡΠ΅ΡΠ΅Π½ΠΈΠ΅ΠΌ ΠΏΠΎ ΡΡΡΠΈ Π΄Π»Ρ ΡΠΊΠΎΠ½ΠΎΠΌΠΈΡΠ΅ΡΠΊΠΎΠΉ ΡΡΠ΅ΡΡ. ΠΡΠΈ ΠΈΠ½Π½ΠΎΠ²Π°ΡΠΈΠΎΠ½Π½ΡΠ΅ ΠΊΠΎΠ½ΡΡΡΡΠΊΡΠΈΠΈ Π²ΠΊΠ»ΡΡΠ°ΡΡ Π² ΡΠ΅Π±Ρ Π²ΡΡΠΎΠΊΡΡ ΠΏΡΠΎΡΠ½ΠΎΡΡΡ, ΡΠΊΠΎΠ½ΠΎΠΌΠΈΡΠ΅ΡΠΊΡΡ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎΡΡΡ ΠΈ Π±ΡΡΡΡΠΎΡΡ ΡΡΡΠ°Π½ΠΎΠ²ΠΊΠΈ, ΡΡΠΎ Π΄Π΅Π»Π°Π΅Ρ ΠΈΡ ΠΏΡΠ΅Π²ΠΎΡΡ ΠΎΠ΄Π½ΡΠΌ Π²ΡΠ±ΠΎΡΠΎΠΌ Π΄Π»Ρ ΡΠ°Π·Π½ΠΎΠΎΠ±ΡΠ°Π·Π½ΡΡ ΠΏΡΠ΅Π΄ΠΏΡΠΈΠ½ΠΈΠΌΠ°ΡΠ΅Π»ΡΡΠΊΠΈΡ ΠΈΠ½ΠΈΡΠΈΠ°ΡΠΈΠ².
[url=https://bystrovozvodimye-zdanija-moskva.ru/]ΠΠ΅Π³ΠΊΠΎΠ²ΠΎΠ·Π²ΠΎΠ΄ΠΈΠΌΡΠ΅ Π·Π΄Π°Π½ΠΈΡ ΠΈΠ· ΠΌΠ΅ΡΠ°Π»Π»ΠΎΠΊΠΎΠ½ΡΡΡΡΠΊΡΠΈΠΉ ΡΠ΅Π½Π°[/url]
1. ΠΡΡΡΡΠΎΠ΅ Π²ΠΎΠ·Π²Π΅Π΄Π΅Π½ΠΈΠ΅: ΠΠΎΠΌΠ΅Π½ΡΡ – Π½Π°ΠΈΠ²Π°ΠΆΠ½Π΅ΠΉΡΠΈΠΉ Π°ΡΠΏΠ΅ΠΊΡ Π² ΠΊΠΎΠΌΠΌΠ΅ΡΡΠΈΠΈ, ΠΈ ΡΠΊΠΎΡΠΎ Π²ΠΎΠ·Π²ΠΎΠ΄ΠΈΠΌΡΠ΅ ΡΡΡΠΎΠ΅Π½ΠΈΡ Π΄Π°ΡΡ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡ Π·Π½Π°ΡΠΈΡΠ΅Π»ΡΠ½ΠΎ ΡΠΎΠΊΡΠ°ΡΠΈΡΡ Π²ΡΠ΅ΠΌΡ ΡΡΡΠΎΠΈΡΠ΅Π»ΡΡΡΠ²Π°. ΠΡΠΎ ΠΏΡΠ΅ΠΈΠΌΡΡΠ΅ΡΡΠ²Π΅Π½Π½ΠΎ Π²Π°ΠΆΠ½ΠΎ Π² Π²Π°ΡΠΈΠ°Π½ΡΠ°Ρ , ΠΊΠΎΠ³Π΄Π° ΡΡΠ΅Π±ΡΠ΅ΡΡΡ Π±ΡΡΡΡΡΠΉ ΡΡΠ°ΡΡ Π±ΠΈΠ·Π½Π΅ΡΠ° ΠΈ Π½Π°ΡΠ°ΡΡ ΠΈΠ·Π²Π»Π΅ΠΊΠ°ΡΡ ΠΏΡΠΈΠ±ΡΠ»Ρ.
2. Π€ΠΈΠ½Π°Π½ΡΠΎΠ²Π°Ρ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎΡΡΡ: ΠΠ° ΡΡΠ΅Ρ ΡΠ»ΡΡΡΠ΅Π½ΠΈΡ ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄ΡΡΠ²Π΅Π½Π½ΡΡ ΠΏΡΠΎΡΠ΅Π΄ΡΡ ΡΠ»Π΅ΠΌΠ΅Π½ΡΠΎΠ² ΠΈ ΡΠ±ΠΎΡΠΊΠΈ Π½Π° ΠΎΠ±ΡΠ΅ΠΊΡΠ΅, ΡΠ°ΡΡ ΠΎΠ΄Ρ Π½Π° ΡΠΊΠΎΡΠΎΡΡΡΠΎΠΉΠΊΠΈ ΡΠ°ΡΡΠΎ ΠΏΡΠΈΡ ΠΎΠ΄ΠΈΡ Π²Π½ΠΈΠ·, ΠΏΠΎ ΠΎΡΠ½ΠΎΡΠ΅Π½ΠΈΡ ΠΊ ΠΎΠ±ΡΡΠ½ΡΠΌ ΡΡΡΠΎΠΈΡΠ΅Π»ΡΠ½ΡΠΌ ΠΏΡΠΎΠ΅ΠΊΡΠ°ΠΌ. ΠΡΠΎ ΡΠΏΠΎΡΠΎΠ±ΡΡΠ²ΡΠ΅Ρ ΡΠ±Π΅ΡΠ΅ΠΆΠ΅Π½ΠΈΡ Π΄Π΅Π½Π΅ΠΆΠ½ΡΡ ΡΠ΅ΡΡΡΡΠΎΠ² ΠΈ Π΄ΠΎΡΡΠΈΡΡ Π±ΠΎΠ»Π΅Π΅ Π²ΡΡΠΎΠΊΠΎΠΉ ΠΈΠ½Π²Π΅ΡΡΠΈΡΠΈΠΎΠ½Π½ΠΎΠΉ Π΄ΠΎΡ ΠΎΠ΄Π½ΠΎΡΡΠΈ.
ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π½Π° [url=https://xn--73-6kchjy.xn--p1ai/]http://scholding.ru[/url]
Π Π·Π°ΠΊΠ»ΡΡΠ΅Π½ΠΈΠ΅, ΡΠΎΠΎΡΡΠΆΠ΅Π½ΠΈΡ Π±ΡΡΡΡΠΎΠ³ΠΎ ΠΌΠΎΠ½ΡΠ°ΠΆΠ° – ΡΡΠΎ ΠΏΡΠ΅Π²ΠΎΡΡ ΠΎΠ΄Π½ΠΎΠ΅ ΡΠ΅ΡΠ΅Π½ΠΈΠ΅ Π΄Π»Ρ ΠΊΠΎΠΌΠΌΠ΅ΡΡΠ΅ΡΠΊΠΈΡ ΠΈΠ½ΠΈΡΠΈΠ°ΡΠΈΠ². ΠΠ½ΠΈ ΠΎΠ±ΡΠ΅Π΄ΠΈΠ½ΡΡΡ Π² ΡΠ΅Π±Π΅ ΡΡΠΊΠΎΡΠ΅Π½Π½ΡΡ ΡΡΡΠ°Π½ΠΎΠ²ΠΊΡ, ΡΠΊΠΎΠ½ΠΎΠΌΠΈΡΠ΅ΡΠΊΡΡ ΡΡΡΠ΅ΠΊΡΠΈΠ²Π½ΠΎΡΡΡ ΠΈ ΡΡΡΠΎΠΉΡΠΈΠ²ΠΎΡΡΡ, ΡΡΠΎ Π΄Π°Π΅Ρ ΠΈΠΌ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡ ΠΏΡΠ΅Π²ΠΎΡΡ ΠΎΠ΄Π½ΡΠΌ Π²ΡΠ±ΠΎΡΠΎΠΌ Π΄Π»Ρ ΠΏΡΠ΅Π΄ΠΏΡΠΈΡΡΠΈΠΉ, ΡΡΡΠ΅ΠΌΡΡΠΈΡ ΡΡ ΠΎΠΏΠ΅ΡΠ°ΡΠΈΠ²Π½ΠΎ Π½Π°ΡΠ°ΡΡ ΠΏΡΠ΅Π΄ΠΏΡΠΈΠ½ΠΈΠΌΠ°ΡΠ΅Π»ΡΡΠΊΡΡ Π΄Π΅ΡΡΠ΅Π»ΡΠ½ΠΎΡΡΡ ΠΈ ΠΎΠ±Π΅ΡΠΏΠ΅ΡΠΈΠ²Π°ΡΡ Π΄ΠΎΡ ΠΎΠ΄. ΠΠ΅ ΡΠΏΡΡΡΠΈΡΠ΅ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΡ ΠΏΠΎΠ»ΡΡΠΈΡΡ Π²ΡΠ³ΠΎΠ΄Ρ Π² Π²ΠΈΠ΄Π΅ ΡΡΠΊΠΎΠ½ΠΎΠΌΠ»Π΅Π½Π½ΠΎΠ³ΠΎ Π²ΡΠ΅ΠΌΠ΅Π½ΠΈ ΠΈ Π΄Π΅Π½Π΅Π³, ΠΏΡΠ΅ΠΊΡΠ°ΡΠ½ΠΎ ΡΠ΅Π±Ρ ΠΏΠΎΠΊΠ°Π·Π°Π²ΡΠΈΠ΅ Π±ΡΡΡΡΠΎΠ²ΠΎΠ·Π²ΠΎΠ΄ΠΈΠΌΡΠ΅ ΡΠΎΠΎΡΡΠΆΠ΅Π½ΠΈΡ Π΄Π»Ρ Π²Π°ΡΠΈΡ Π±ΡΠ΄ΡΡΠΈΡ ΠΈΠ½ΠΈΡΠΈΠ°ΡΠΈΠ²!
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