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NEW QUESTION: 1
You observe that the number of spilled records from map tasks for exceeds the number of map output records. You child heap size is 1 GB and your io.sort.mb value is set to 100MB. How would you tune your io.sort.mb value to achieve maximum memory to disk I/O ratio?
A. Increase the IO.sort.mb as high you can, as close to 1GB as possible.
B. Decrease the io.sort.mb value below 100M
C. For 1GB child heap size an io.sort.mb of 128MB will always maximum memory to disk I/O.
D. Tune io.sort.mb value until you observe that the number of spilled records equals (or is as close to equals) the number of map output records.
Answer: D
Explanation:
here are a few tradeoffs to consider.
1.the number of seeks being done when merging files. If you increase the merge factor too high, then the seek cost on disk will exceed the savings from doing a parallel merge (note that OS cache might mitigate this somewhat).
2.Increasing the sort factor decreases the amount of data in each partition. I believe the number is io.sort.mb / io.sort.factor for each partition of sorted data. I believe the general rule of thumb is to have io.sort.mb = 10 * io.sort.factor (this is based on the seek latency of the disk on the transfer speed, I believe. I'm sure this could be tuned better if it was your bottleneck. If you keep these in line with each other, then the seek overhead from merging should be minimized
3.you increase io.sort.mb, then you increase memory pressure on the cluster, leaving less memory available for job tasks. Memory usage for sorting is mapper tasks * io.sort.mb -- so you could find yourself causing extra GCs if this is too high
Essentially,
If you find yourself swapping heavily, then there's a good chance you have set the sort factor too high.
If the ratio between io.sort.mb and io.sort.factor isn't correct, then you may need to change io.sort.mb (if you have the memory) or lower the sort factor.
If you find that you are spending more time in your mappers than in your reducers, then you may want to increase the number of map tasks and decrease the sort factor (assuming there is memory pressure).
Reference: How could I tell if my hadoop config parameter io.sort.factor is too small or too big?
http://stackoverflow.com/questions/8642566/how-could-i-tell-if-my-hadoop-config-parameter-iosort-factor-is-too-small-or-to

NEW QUESTION: 2
회사에 기존 온 프레미스 3 계층 웹 애플리케이션이 있습니다. Linux 웹 서버는 콘텐츠가 다양한 소스에서 하루에 여러 번 새로 고쳐지기 때문에 NAS 서버의 중앙 집중식 파일 공유에서 콘텐츠를 제공합니다. 기존 인프라는 최적화 되지 않았으며 회사는 부하에 대응하여 리소스를 확장 및 축소 할 수 있는 기능을 얻기 위해 AWS로 이동하려고 합니다. 온 프레미스 및 AWS 리소스는 AWS Direct Connect를 사용하여 연결됩니다.
회사는 콘텐츠 새로 고침 프로세스를 지연하지 않고 웹 인프라를 AWS로 마이그레이션하려면 어떻게 해야 합니까?
A. Auto Scaling 그룹의 AWS에서 웹 서버 Amazon EC2 인스턴스를 생성합니다. 웹 서버 인스턴스가 NAS 서버에서 업데이트 되는 야간 프로세스를 구성합니다.
파일 게이트웨이는 EC2 또는 온 프레미스에 관계없이 게이트웨이 인스턴스의 성능에 의해 제한되며, 제대로 구성되지 않으면 캐시가 빠르게 채워집니다. 많은 EC2 인스턴스의 경우 EFS가 더 잘 확장됩니다. 따라서 결론은 파일 스토리지 게이트웨이가 레거시 애플리케이션 용이며 동일한 양의 EFS 스토리지와 비교하기 전에 대규모 게이트웨이 인스턴스 비용을 추가해야 한다는 것입니다.
https://www.reddit.com/r/aws/comments/82pyop/storage_gateway_vs_efs/
https://docs.aws.amazon.com/efs/latest/ug/efs-onpremises.html
B. NAS 서비스 역할을 할 Amazon EFS 공유를 온 프레미스 사용자에게 노출합니다. 동일한 EFS 공유를 웹 서버 Amazon EC2 인스턴스에 탑재하여 콘텐츠를 제공합니다.
C. AWS의 Classic Load Balancer 뒤에 웹 서버 Amazon EC2 인스턴스 클러스터를 생성합니다. 콘텐츠에 대한 모든 인스턴스간에 Amazon EBS 볼륨을 공유합니다. 이 볼륨과 NAS 서버의 주기적인 동기화를 예약합니다.
D. AWS Storage Gateway를 사용하여 온 프레미스 파일 게이트웨이를 생성하여 NAS 서버를 교체하고 콘텐츠를 AWS에 복제합니다. AWS 측에서는 동일한 Storage Gateway 버킷을 각 웹 서버 Amazon EC2 인스턴스에 탑재하여 콘텐츠를 제공합니다.
Answer: B

NEW QUESTION: 3
A Chief Executive Officer (CEO) decided that only a limited number of authorized company workstations will be able to connect to the Internet. Which of the following would BEST accomplish this goal?
A. Install and configure IDS
B. Enable MAC address filtering
C. Use content filtering
D. Enable RAS on the network firewall
Answer: B
Explanation:
Most Wi-Fi access points and routers ship with a feature calledhardwareorMAC address filtering . This feature is normally turned "off" by the manufacturer, because it requires a bit ofeffort to set up properly. However, to improve the security of your Wi-Fi LAN (WLAN), strongly consider enabling and using MAC address filtering.