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NEW QUESTION: 1
部門は会社のログファイルから定期的な分析レポートを作成します。すべてのログデータはAmazon S3で収集され、Amazon RedshiftデータウェアハウスのCSV形式の日次PDFレポートと集計テーブルを生成する毎日のAmazon Elastic MapReduce（EMR）ジョブによって処理されます。
CFOは、このシステムのコスト構造を最適化することを要求します。
システムの平均パフォーマンスや生データのデータ整合性を損なうことなくコストを削減できる代替手段は次のうちどれですか？
A. Amazon S3のすべてのデータに冗長性削減ストレージ（RRS）を使用します。 Amazon EMRジョブにスポットインスタンスを追加します。 Amazon Redshiftのリザーブドインスタンスを使用します。
B. S3のすべてのデータに冗長性削減ストレージ（RRS）を使用します。 Amazon EMRジョブには、スポットインスタンスとリザーブドインスタンスの組み合わせを使用します。 Amazon Redshiftのリザーブドインスタンスを使用します。
C. S3のPDFおよび.csvデータには、冗長性削減ストレージ（RRS）を使用します。スポットインスタンスをEMRジョブに追加します。
Amazon Redshiftのスポットインスタンスを使用します。
D. PDFおよび.csvデータにAmazon S3の冗長性削減ストレージ（RRS）を使用します。 Amazon EMRジョブにスポットインスタンスを追加します。 Amazon Redshiftのリザーブドインスタンスを使用します。
Answer: D
Explanation:
説明
低冗長化ストレージの使用Amazon S3は、ストレージクラスに従ってオブジェクトを保存します。 Amazon S3に書き込まれるときに、ストレージクラスをオブジェクトに割り当てます。オブジェクトを特定のストレージクラス（標準または削減された冗長性）に割り当てることができるのは、オブジェクトをAmazon S3バケットに書き込むとき、またはAmazon S3にすでに格納されているオブジェクトをコピーするときだけです。標準はデフォルトのストレージクラスです。ストレージクラスの詳細については、「オブジェクトキーとメタデータ」を参照してください。
ストレージコストを削減するために、Amazon S3が標準のストレージで提供するよりも低いレベルの冗長性で、非クリティカルで再現可能なデータに対して冗長性の低いストレージを使用できます。冗長性のレベルが低いと、耐久性と可用性が低下しますが、多くの場合、コストが低いため、冗長性の低いストレージを許容可能なストレージソリューションにすることができます。たとえば、他の場所に永続的に保存されているメディアコンテンツを共有するための費用対効果の高いソリューションになります。元の画像から簡単に再現できるサムネイルやその他のサイズ変更された画像を保存している場合にも意味があります。
冗長性の削減されたストレージは、1年間でオブジェクトの99.99％の耐久性を提供するように設計されています。この耐久性レベルは、オブジェクトの年間平均予想損失0.01％に相当します。たとえば、保存する場合
RRSオプションを使用する10,000個のオブジェクトでは、平均して、1年に1個のオブジェクトが毎年失われると予想できます（10,000個のオブジェクトの0.01％）。
注意：
この年間損失は予想される平均であり、特定の年のオブジェクトの損失が0.01％未満であることを保証するものではありません。
冗長性の低下したストレージは、複数の施設の複数のデバイスにオブジェクトを保存し、一般的なディスクドライブの400倍の耐久性を提供しますが、Amazon S3標準ストレージほどオブジェクトを複製しません。さらに、冗長性の低いストレージは、単一の施設でデータの損失を維持するように設計されています。
冗長性が低下したストレージ内のオブジェクトが失われた場合、Amazon S3はそのオブジェクトに対するリクエストで405エラーを返します。 Amazon S3は、冗長ストレージオブジェクトの損失を減らすための通知も提供します。AmazonS3がRRSオブジェクトの損失を検出すると、Amazon Simple Notification Service（Amazon SNS）を介して通知が送信されるようにバケットを設定できます。その後、失われたオブジェクトを置き換えることができます。通知を有効にするには、Amazon S3コンソールを使用してバケットのNotificationsプロパティを設定できます。
NEW QUESTION: 2
完成したバイナリ分類マシンを評価しています。
評価指標として精度を使用する必要があります。
どの視覚化を使用する必要がありますか？
A. 決定係数
B. 勾配降下
C. 受信者動作特性CROC）曲線
D. 散布図
Answer: C
Explanation:
Receiver operating characteristic (or ROC) is a plot of the correctly classified labels vs. the incorrectly classified labels for a particular model.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-understand-automated-ml#confusion-matrix
NEW QUESTION: 3
In Amazon IAM, what is the maximum length for a role name?
A. 128 characters
B. 512 characters
C. 64 characters
D. 256 characters
Answer: C
Explanation:
In Amazon IAM, the maximum length for a role name is 64 characters.
http://docs.aws.amazon.com/IAM/latest/UserGuide/LimitationsOnEntities.html
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