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NEW QUESTION: 1
Combiners Increase the efficiency of a MapReduce program because:
A. They provide an optimization and reduce the total number of computations that are needed to execute an algorithm by a factor of n, where is the number of reducer.
B. They aggregate intermediate map output horn a small number of nearby (i.e., rack-local) machines and therefore reduce the amount of data that needs to be shuffled across the network to the reducers.
C. They aggregate intermediate map output locally on each individual machine and therefore reduce the amount of data that needs to be shuffled across the network to the reducers.
D. They provide a mechanism for different mappers to communicate with each Other, thereby reducing synchronization overhead.
Answer: C
Explanation:
Combiners are used to increase the efficiency of a MapReduce program. They are used to aggregate intermediate map output locally on individual mapper outputs. Combiners can help you reduce the amount of data that needs to be transferred across to the reducers. You can use your reducer code as a combiner if the operation performed is commutative and associative. The execution of combiner is not guaranteed, Hadoop may or may not execute a combiner. Also, if required it may execute it more then 1 times. Therefore your MapReduce jobs should not depend on the combiners execution.
Reference:24 Interview Questions & Answers for Hadoop MapReduce developers,What are combiners? When should I use a combiner in my MapReduce Job?
http://www.fromdev.com/2010/12/interview-questions-hadoop-mapreduce.html(question no. 12)
NEW QUESTION: 2
A user wants to deploy your managed device in Layer 3 routed mode and must configure a virtual router and a routed interface. Which managed device allows this configuration?
A. Cisco FirePOWER module on a Cisco ASA 5585x
B. Cisco FirePOWER appliance
C. virtual NGIPS
D. Cisco FirePOWER services on a Cisco ASA 5500x
Answer: A
NEW QUESTION: 3
Which of the following is MOST helpful in protecting against hacking attempts on the production network?
A. Intrusion prevention systems
B. Decentralized honeypot networks
C. Network penetration testing
D. Security information and event management (SIEM) tools
Answer: D
NEW QUESTION: 4
한 회사가 사용자 데이터를 캡처하고 향후 분석을 위해 저장하는 음식 주문 애플리케이션을 구축했습니다.
애플리케이션의 정적 프런트 엔드는 Amazon EC2 인스턴스에 배포됩니다.
프런트 엔드 애플리케이션은 별도의 EC2 인스턴스에서 실행되는 백엔드 애플리케이션에 요청을 보냅니다.
그런 다음 백엔드 애플리케이션은 Amazon RDS에 데이터를 저장합니다.
솔루션 아키텍트는 아키텍처를 분리하고 확장 가능하게 만들기 위해 무엇을 해야 합니까? ''
A. EC2 인스턴스를 사용하여 프런트 엔드를 제공하고 Amazon SQS 대기열에 요청을 작성합니다.
백엔드 인스턴스를 Auto Scaling 그룹에 배치하고 대기열 깊이에 따라 조정하여 Amazon RDS에서 데이터를 처리하고 저장합니다.
B. Amazon S3를 사용하여 정적 프런트 엔드 애플리케이션을 제공하고 Amazon SQS 대기열에 요청을 쓰는 Amazon API Gateway에 요청을 보냅니다.
백엔드 인스턴스를 Auto Scaling 그룹에 배치하고 대기열 깊이에 따라 조정하여 Amazon RDS에서 데이터를 처리하고 저장합니다.
C. Amazon S3를 사용하여 프런트 엔드 애플리케이션을 제공하고 Amazon Simple Notification Service (Amazon SNS) 주제에 요청을 작성합니다.
주제의 HTTP / HTTPS 엔드 포인트에 Amazon EC2 인스턴스를 구독하고 Amazon RDS에서 데이터를 처리하고 저장합니다.
D. Amazon S3를 사용하여 백엔드 애플리케이션을 실행하기 위해 Amazon EC2에 요청을 보내는 프런트 엔드 애플리케이션을 제공합니다.
백엔드 애플리케이션은 Amazon RDS에서 데이터를 처리하고 저장합니다.
Answer: B
Explanation:
Explanation
Keyword: Static + Decouple + Scalable
Static=S3
Decouple=SQS Queue
Scalable=ASG
Option B will not be there in the race due to Auto-Scaling unavailability.
Option A will not be there in the race due to Decouple unavailability.
Option C & D will be in the race and Option D will be correct answers due to all 3 combination matches [Static=S3; Decouple=SQS Queue; Scalable=ASG] & Option C will loose due to Static option unavailability
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