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NEW QUESTION: 1
You have a web app that accepts user input, and then uses a Microsoft Azure Machine Learning model to predict a characteristic of the user.
You need to perform the following operations:
* Track the number of web app users from month to month.
* Track the number of successful predictions made during the last minute.
* Create a dashboard showcasing the analytics tor the predictions and the web app usage.
Which lambda layer should you query for each operation? To answer, drag the appropriate layers to the correct operations. Each layer may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Lambda architecture is a data-processing architecture designed to handle massive quantities of data by taking advantage of both batch- and stream-processing methods. This approach to architecture attempts to balance latency, throughput, and fault-tolerance by using batch processing to provide comprehensive and accurate views of batch data, while simultaneously using real-time stream processing to provide views of online data.
The two view outputs may be joined before presentation
Box 1: Speed
The speed layer processes data streams in real time and without the requirements of fix-ups or completeness.
This layer sacrifices throughput as it aims to minimize latency by providing real-time views into the most recent data.
Box 2: Batch
The batch layer precomputes results using a distributed processing system that can handle very large quantities of data. The batch layer aims at perfect accuracy by being able to process all available data when generating views.
Box 3: Serving
Output from the batch and speed layers are stored in the serving layer, which responds to ad-hoc queries by returning precomputed views or building views from the processed data.
NEW QUESTION: 2
A user is accessing RDS from an application. The user has enabled the Multi AZ feature with the MS SQL RDS DB. During a planned outage how will AWS ensure that a switch from DB to a standby replica will not affect access to the application?
A. RDS will have both the DBs running independently and the user has to manually switch over
B. RDS uses DNS to switch over to stand by replica for seamless transition
C. RDS will have an internal IP which will redirect all requests to the new DB
D. The switch over changes Hardware so RDS does not need to worry about access
Answer: B
Explanation:
Explanation
Amazon RDS Multi-AZ deployments provide enhanced availability and durability for Database (DB) Instances, making them a natural fit for production database workloads. When you provision a Multi-AZ DB Instance, Amazon RDS automatically creates a primary DB Instance and synchronously replicates the data to a standby instance in a different Availability Zone (AZ). Cach AZ runs on its own physically distinct, independent infrastructure, and is engineered to be highly reliable.
In case of an infrastructure failure (for example, instance hardware failure, storage failure, or network disruption), Amazon RDS performs an automatic failover to the standby, so that you can resume database operations as soon as the failover is complete.
And as per the AWS documentation, the cname is changed to the standby DB when the primary one fails.
Q: What happens during Multi-AZ failover and how long does it take?
"Failover is automatically handled by Amazon RDS so that you can resume database operations as quickly as possible without administrative intervention. When failing over, Amazon RDS simply flips the canonical name record (CNAMC) for your DB instance to point at the standby, which is in turn promoted to become the new primary. We encourage you to follow best practices and implement database connection retry at the application layer".
* https://aws.amazon.com/rds/faqs/
Based on this, RDS Multi-AZ will use DNS to create the CNAM C and hence B is the right option. For more information on RDS Multi-AZ please visit the link:
* http://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Concepts.MultiAZ.htmI
NEW QUESTION: 3
Cloud Kicks wants to implement a methodology to determine which current Leads have the most in common with Leads that have successfully been converted in the past. How can Cloud Kicks support this requirement?
A. Create a Joined report.
B. Create a lead Rollup Summary Field.
C. Use Lead Conversation Reporting.
D. Use Einstein Lead Scoring.
Answer: D
NEW QUESTION: 4
The pegging situation was changed because of an MRP heuristic run. What is a capability of dynamic
pegging?
Response:
A. It links receipts from an alternative location in case of a shortage in the default location
B. It enables the propagation of network alerts across the bill of materials structure
C. It propagates changed sales order priorities to the pegged planned orders
D. It replaces fixed pegging relationships unless they have been created for stock
Answer: A