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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. For 1GB child heap size an io.sort.mb of 128MB will always maximum memory to disk I/O.
B. Increase the IO.sort.mb as high you can, as close to 1GB as possible.
C. Decrease the io.sort.mb value below 100M
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-io-
sort-factor-is-too-small-or-to
NEW QUESTION: 2
An organization is using the auditing feature of Symantec Enterprise Vault 10 .0 for Exchange (EV). An administrator needs to provide admin activity information within EV. Which two options should the administrator use? (Select two.)
A. use the Microsoft SQL Server Query Analyzer
B. use the IIS log files on the EV server
C. use the Audit Viewer utility
D. use the EV reports deployed to the SQL Reporting Services
E. use the DTrace utility within the VAC or CLI
Answer: A,C
NEW QUESTION: 3
内部監査業務の質に関してエンゲージメントクライアントからフィードバックを得るのに最適なアプローチは次のうちどれですか？
A. 出口面接中に質問をし、文書化された回答のコピーをクライアントに送信します。
B. 終了面接後にエンゲージメントクライアントに電話し、文書化された回答のコピーをクライアントに送信します。
C. 各エンゲージメントの開始時にエンゲージメントクライアントにアンケートを提供し、クライアントがエンゲージメント後に記入して返送するように要求します。
D. 内部監査の年次活動報告書を作成する直前に、選択したエンゲージメントクライアントに質問票を配布します。
Answer: C