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NEW QUESTION: 1
You started working on a classification problem with time series data and achieved an area under the receiver operating characteristic curve (AUC ROC) value of 99% for training data after just a few experiments. You haven't explored using any sophisticated algorithms or spent any time on hyperparameter tuning. What should your next step be to identify and fix the problem?
A. Address the model overfitting by using a less complex algorithm.
B. Address the model overfitting by tuning the hyperparameters to reduce the AUC ROC value.
C. Address data leakage by removing features highly correlated with the target value.
D. Address data leakage by applying nested cross-validation during model training.
Answer: D
NEW QUESTION: 2
シナリオ：Citrix Architectは、2つのデータセンターを備えたXenAppおよびXenDesktop環境をサポートする必要があります。
App Layeringは、両方のデータセンターの場所でVirtual Delivery Agent（VDA）マシンが使用するレイヤードイメージを作成するために使用されています。災害復旧要件に準拠するには、管理者は必要に応じていずれかのデータセンターからレイヤードイメージを変更および展開できる必要があります。
建築家が要件を満たすために従う必要のあるプロセスを正しく説明しているステートメントはどれですか？
A. 必要なすべてのレイヤーは、robocopyコマンドを使用して、最初のエンタープライズレイヤーマネージャーから2番目のエンタープライズレイヤーマネージャーにコピーする必要があります。
B. Microsoft DFS-Rを使用して、必要なすべてのレイヤーを最初のエンタープライズレイヤーマネージャーから2番目のエンタープライズレイヤーマネージャーにコピーする必要があります。
C. 必要なすべてのレイヤーを最初のエンタープライズレイヤーマネージャーからSMBファイル共有にエクスポートしてから、2番目のエンタープライズレイヤーマネージャーにインポートする必要があります。
D. 必要なすべてのレイヤーは、マシンをホストするハイパーバイザーを使用して最初のレイヤーマネージャーからエクスポートし、セカンダリデータセンターのハイパーバイザーリソースプールにインポートする必要があります。
Answer: B
NEW QUESTION: 3
企業は、開発者がコードを共有および比較できるようにするアプリケーションを構築します。 アプリケーション内のユーザーが共有する会話、コードスニペット、およびリンクは、Microsoft Azure SQL Databaseインスタンスに保存されます。
このアプリケーションでは、過去の会話とコードスニペットを検索できます。
ユーザーがコードスニペットを共有すると、SUBSTRING、FIRST_VALUE、SQRTなどのTransact-SQL関数の組み合わせを使用して、コードスニペットが以前に共有されたコードスニペットと比較されます。 一致が見つかった場合、一致へのリンクが会話に追加されます。
お客様から次の問題が報告されています。
* Delays occur during live conversations
* A delay occurs before matching links appear after code snippets are added to conversations You need to resolve the performance issues.
Which technologies should you use? To answer, drag the appropriate technologies to the correct issues. Each technology may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Box 1: memory-optimized table
In-Memory OLTP can provide great performance benefits for transaction processing, data ingestion, and transient data scenarios.
Box 2: materialized view
To support efficient querying, a common solution is to generate, in advance, a view that materializes the data in a format suited to the required results set. The Materialized View pattern describes generating prepopulated views of data in environments where the source data isn't in a suitable format for querying, where generating a suitable query is difficult, or where query performance is poor due to the nature of the data or the data store.
These materialized views, which only contain data required by a query, allow applications to quickly obtain the information they need. In addition to joining tables or combining data entities, materialized views can include the current values of calculated columns or data items, the results of combining values or executing transformations on the data items, and values specified as part of the query. A materialized view can even be optimized for just a single query.
References:
https://docs.microsoft.com/en-us/azure/architecture/patterns/materialized-view
