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NEW QUESTION: 1
Among the machine learning algorithms, the following is not an integrated learning strategy?
A. Boosting
B. Stacking
C. Bagging
D. Marking
Answer: D
NEW QUESTION: 2
A company has a web application for travel ticketing.
The application is based on a database that runs in a single data center in North America. The company wants to expand the application to serve a global user base. The company needs to display the application to multiple AWS Regions.
Average latency must be less than 1 second on updates to reservation database.
The company wants to have separate deployments of its web platform across multiple Regions.
However, the company must maintain a single primary reservation database that is globally consistent.
Which solution should a solutions architect recommend to meet these requirements?
A. Migrate the application to an Amazon Aurora Severless database.
Deploy instances of the database to each Region.
Use the correct Region endpoint in each Regional deployment to access the database.
Use AWS Lambda functions to process event streams in each Region to synchronize the databases.
B. Convert the application to use Amazon DynamoDB.
Use a global table for the center reservation table.
Use the correct Regional endpoint in each Regional deployment.
C. Migrate the database to an Amazon Aurora MySQL database.
Deploy Aurora Read Replicas in each Region.
Use the correct Region endpoint in each Regional deployment for access to the database.
D. Migrate the database to an Amazon RDS for MySQL database.
Deploy MySQL read replicas in each Region.
Use the correct Regional endpoint In each Regional deployment for access to the database.
Answer: B
NEW QUESTION: 3
Answer:
Explanation:
Explanation
NEW QUESTION: 4
You are creating a new API for video game scores. Reads are 100 times more common than writes, and
the top 1% of scores are read 100 times more frequently than the rest of the scores. What's the best
design for this system, using DynamoDB?
A. DynamoDB table with 100x higher read than write throughput, with CloudFront caching.
B. DynamoDB table with roughly equal read and write throughput, with CloudFront caching.
C. DynamoDB table with 100x higher read than write throughput, with ElastiCache caching.
D. DynamoDB table with roughly equal read and write throughput, with ElastiCache caching.
Answer: D
Explanation:
Because the 100x read ratio is mostly driven by a small subset, with caching, only a roughly equal number
of reads to writes will miss the cache, since the supermajority will hit the top 1% scores. Knowing we need
to set the values roughly equal when using caching, we select AWS ElastiCache, because CloudFront
cannot directly cache DynamoDB queries, and ElastiCache is an excellent in-memory cache for database
queries, rather than a distributed proxy cache for content delivery.
... One solution would be to cache these reads at the application layer. Caching is a technique that is used
in many high-throughput applications, offloading read activity on hot items to the cache rather than to the
database. Your application can cache the most popular items in memory, or use a product such as
ElastiCache to do the same.
Reference:
http://docs.aws.amazon.com/amazondynamodb/latest/developerguide/GuidelinesForTables.html#Guideli
nesForTables.CachePopularItem