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NEW QUESTION: 1
ウェブサイトは、監査レコード内のユーザー名の代わりにAmazon Auroraから取得したグローバル一意識別子（GUID）を使用して、ユーザーアクションの記録を保持します。セキュリティプロトコルは、GUIDコンテンツが会社のAmazon VPCを離れてはならないと述べています。
Webトラフィックが増加するにつれて、GUIDのユーザーレコード読み取りに対応するために、WebサーバーとAuroraリードレプリカの数も増加しました。
パフォーマンスを向上させながら、必要なリードレプリカの数を減らすにはどうすればよいですか？
A. Base64を使用してGUIDを暗号化し、ユーザーのセッションCookieに保存します。監査レコードが必要なときにGUIDを解読する
B. GUIDをユーザー名のMD5ハッシュに変更し、データベースを参照せずにオンデマンドで値を計算できるようにします
C. Webサーバーインスタンスのメモリにユーザー名とGUIDを保持して、必要に応じて関連付けを再作成できるようにします。 30分後にレコードを削除します。
D. Redisサーバー用Amazon ElastiCacheをインフラストラクチャにデプロイし、ユーザー名とGUIDをそこに保存します。必要に応じてElastiCacheからGUIDを取得します
Answer: D
NEW QUESTION: 2
Azure Machine Learning Studioで実験を作成します。 10,000行を含むトレーニングデータセットを追加します。最初の9,000行はクラス0（90パーセント）を表します。
残りの1,000行はクラス1（10パーセント）を表します。
トレーニングセットは、2つのクラス間の不均衡です。 5つのデータ行を使用して、クラス1のトレーニング例の数を4,000に増やす必要があります。 Synthetic Minority Oversampling Technique（SMOTE）モジュールを実験に追加します。
モジュールを構成する必要があります。
どの値を使用する必要がありますか？回答するには、回答領域のダイアログボックスで適切なオプションを選択します。
注：それぞれの正しい選択には1ポイントの価値があります。
Answer:
Explanation:
Explanation
Box 1: 300
You type 300 (%), the module triples the percentage of minority cases (3000) compared to the original dataset (1000).
Box 2: 5
We should use 5 data rows.
Use the Number of nearest neighbors option to determine the size of the feature space that the SMOTE algorithm uses when in building new cases. A nearest neighbor is a row of data (a case) that is very similar to some target case. The distance between any two cases is measured by combining the weighted vectors of all features.
By increasing the number of nearest neighbors, you get features from more cases.
By keeping the number of nearest neighbors low, you use features that are more like those in the original sample.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/smote
NEW QUESTION: 3
The office of admissions at a university has requested that all staff desktops be replaced with laptops. The staff members frequently go off-site for recruitment purposes and handle sensitive information. The technician is concerned about data leaks if a laptop is stolen.
Which of the following is the BEST practice to use in this scenario?
A. Cable locks
B. Login time restriction
C. Biometric security
D. Data encryption
E. LoJack
Answer: D