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Exam Code: Databricks-Generative-AI-Engineer-Associate
Exam Name: Databricks Certified Generative AI Engineer Associate
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NEW QUESTION: 1
An administrator is troubleshooting a CPU performance issue for a virtual machine.
Which three esxtop counters may demonstrate CPU contention? (Choose three.)
A. %RDY
B. %CSTP
C. %RUN
D. %MLMTD
E. %WAIT
Answer: A,B,D
Explanation:
Explanation/Reference:
Explanation:
"%RDY"

The percentage of time the world was ready to run.
A world in a run queue is waiting for CPU scheduler to let it run on a PCPU. %RDY accounts the percentage of this time. So, it is always smaller than 100%.
+Q: How do I know CPU resource is under contention?+
+A: %RDY is a main indicator. But, it is not sufficient by itself.+
+If a "CPU Limit" is set to a VM's resource settings, the VM will be deliberately held from scheduled to a PCPU when it uses up its allocated CPU resource. This may happen even when there is plenty of free CPU cycles. This time deliberately held by scheduler is shown by "%MLMTD", which will be describe next.
Note that %RDY includes %MLMTD. For, for CPU contention, we will use "%RDY - %MLMTD". So, if "% RDY - %MLMTD" is high, e.g., larger than 20%, you may experience CPU contention.+
+What is the recommended threshold? Well, it depends. As a try, we could start with 20%. If your application speed in the VM is OK, you may tolerate higher threshold. Otherwise, lower.+
+Q: How do we break down 100% for the world state times?+
+A: A world can be in different states, either scheduled to run, ready to run but not scheduled, or not ready to run (waiting for some events).+
100% = %RUN + %READY + %CSTP + %WAIT.
+Check the description of %CSTP and %WAIT below.+
+Q: What does it mean if %RDY of a VM is high?+
+A: It means the VM is possibly under resource contention. Check "%MLMTD" as well. If "%MLMTD" is high, you may raise the "CPU limit" setting for the VM. If "%RDY - %MLMTD" is high, the VM is under CPU contention.+
"%MLMTD"

The percentage of time the world was ready to run but deliberately wasn't scheduled because that would violate the "CPU limit" settings.
Note that %MLMTD is included in %RDY.
+Q: What does it mean if %MLMTD of a VM is high?+
+A: The VM cannot run because of the "CPU limit" setting. If you want to improve the performance of this VM, you may increase its limit. However, keep in mind that it may reduce the performance of others.+
"%CSTP"

The percentage of time the world spent in ready, co-deschedule state. This co-deschedule state is only meaningful for SMP VMs. Roughly speaking, ESX CPU scheduler deliberately puts a VCPU in this state, if this VCPU advances much farther than other VCPUs.
+Q: What does it mean if %CSTP is high?+
+A: It usually means the VM workload does not use VCPUs in a balanced fashion. The VCPU with high % CSTP is used much more often than the others. Do you really need all those VCPUs? Do you pin the guest application to the VCPUs?+
Reference:
https://communities.vmware.com/docs/DOC-9279

NEW QUESTION: 2
회사에서는 AWS 인스턴스에 액세스하는 데 사용되는 SSH 명령을 각 명령을 실행 한 사용자를 추적 할 수 있어야 합니다.
보안 엔지니어는 이를 어떻게 수행해야 합니까?
A. Amazon S3를 사용하여 각 사용자에 대해 하나의 PEM 파일 (Privacy Enhanced Mail Certificate)을 안전하게 저장합니다. Amazon EC2가 Amazon S3에서 읽고 SSH를 사용하여 EC2 인스턴스에 액세스하려는 모든 사용자를 가져 오도록 허용합니다. 포트 22에서 인바운드 액세스를 허용합니다. 인스턴스에 연결된 보안 그룹 EC2 인스턴스에 Amazon CloudWatch 에이전트를 설치하고 인스턴스에 대한 감사 로그를 수집하도록 구성합니다.
B. 인스턴스에 연결된 보안 그룹의 포트 22에서 인바운드 액세스 거부 사용자 태그가 정의 된 Amazon EC2 인스턴스에 대한 AWS Systems Manager Session Manager tor 셸 액세스 사용 Systems Manager 세션에 대해 Amazon CloudWatch 토깅 활성화
C. 인스턴스에 연결된 보안 그룹의 포트 22에서 인바운드 액세스 허용 사용자 태그가 정의 된 Amazon EC2 인스턴스에 대한 셸 액세스를 위해 AWS Systems Manager 세션 관리자를 사용합니다. 시스템 관리자 세션에 대해 Amazon CloudWatch 토깅 활성화
D. Amazon S3를 사용하여 각 팀 또는 그룹에 대해 하나의 PEM 파일 (Privacy Enhanced Mall Certificate)을 안전하게 저장 Amazon EC2가 Amazon S3에서 읽고 SSH를 사용하여 EC2 인스턴스에 액세스하려는 모든 사용자를 가져 오도록 허용 포드에서 인바운드 액세스 허용 인스턴스에 연결된 보안 그룹에서 22 개 EC2 인스턴스에 Amazon CloudWatch 에이전트를 설치하고 인스턴스에 대한 감사 로그를 수집하도록 구성합니다.
Answer: A

NEW QUESTION: 3
Fragmentation has a number of potential causes. Identify two.
A. Renaming an alias
B. Deleting member from a sparse dim
C. Deleting member from a dense dim
D. Submitting data/deleting data frequently (like in budget applications)
E. Renaming a member
Answer: C,D
Explanation:
Explanation/Reference:
Fragmentation is unused disk space. Fragmentation is created when Essbase writes a data block to a new location on disk and leaves unused space in the former location of the data block. Block size increases because data from a data load or calculation is appended to the blocks; the blocks must therefore be written to the end of a data file."
Fragmentation is likely to occur with the following:
Read/write databases that users are constantly updating with data (E)

Databases that execute calculations around the clock

Databases that frequently update and recalculate dense members (B)

Data loads that are poorly designed

Databases that contain a significant number of Dynamic Calc and Store members

Databases that use an isolation level of uncommitted access with commit block set to zero

You can prevent and remove fragmentation:
To prevent fragmentation, optimize data loads by sorting load records based upon sparse dimension

members
Perform an export of the database, delete all data in the database with CLEARDATA, and reload the

export file
Force a dense restructure of the database

Reference Improving Essbase Performance, Eliminating Fragmentation


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