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NEW QUESTION: 1
あなたは、C ++を使用してGPUで実行される人工ニューラルネットワーク（ANN）を使用して写真に自動的にタグを付ける会社で働いています。一度に何百万もの画像を受け取りますが、平均して1日に3回のみです。これらの画像は、バッチで制御するAWS S3バケットに読み込まれ、顧客はJSON形式のマニフェストを制御する別のS3バケットに公開します。各画像は、フルGPUを使用して処理するのに10ミリ秒かかります。ニューラルネットワークソフトウェアのブートストラップには5分かかります。イメージタグはJSONオブジェクトであり、S3バケットに公開する必要があります。これらのうち、このシステムに最適なシステムアーキテクチャはどれですか。
A. マニフェストバケットでAWS LambdaにパブリッシュするS3通知構成を作成します。
Lambdaに、各インスタンスのANNコードを使用してEC2 G2インスタンスの自動スケーリングワーカー層を構築するロジックを含むCloudFormationスタックを作成させます。マニフェストに画像のSQSキューを作成します。キューが空になったときにスタックを破棄します。
B. Auto ScalingとLoad Balanced Elastic Beanstalkワーカー層のアプリケーションと環境を作成します。
この層のG2インスタンスにANNコードをデプロイします。必要な容量を1に設定します。コードに定期的にS3で新しいマニフェストを確認します。新しいマニフェストが検出されたら、マニフェスト内のすべてのイメージをElastic Beanstalkワーカー層に関連付けられているSQSキューにプッシュします。
C. 2つのレイヤーを持つOpsWorksスタックを作成します。 1つ目は、ANN画像処理用にG2インスタンスでHTTP APIを起動およびブートストラップするためのライフサイクルスクリプトを含み、2つ目は、S3マニフェストバケットで新しいファイルを監視する常時オンのインスタンスを含みます。新しいファイルが検出されたら、ANNレイヤーで起動するようインスタンスに要求します。インスタンスが起動し、HTTP APIが起動したら、個々のインスタンスに処理リクエストを送信します。
D. ANNコードをC ++拡張のバンドルされたバイナリとしてAWS Lambdaにデプロイします。マニフェストでS3通知構成を作成します。これは、コントローラーコードを実行する別のAWS Lambdaに発行します。このコントローラーコードは、マニフェスト内のすべての画像をAWS Kinesisに公開します。
ANNコードのLambda関数は、イベントソースとしてKinesisを使用します。ストリームに画像イベントが含まれている場合、システムは自動的にスケーリングします。
Answer: A
Explanation:
The Elastic Beanstalk option is incorrect because it requires a constantly-polling instance, which may break and costs money.
The Lambda fleet option is incorrect because AWS Lambda does not support GPU usage. The OpsWorks stack option both requires a constantly-polling instance, and also requires complex timing and capacity planning logic.
The CloudFormation option requires no polling, has no always-on instances, and allows arbitrarily fast processing by simply setting the instance count as high as needed.
http://docs.aws.amazon.com/lambda/latest/dg/current-supported-versions.html
NEW QUESTION: 2
Welcher der folgenden Netzwerkserver-Typen gibt Anzeigen als Vermittler zwischen einer Client-Workstation und einem anderen Server an, um die Leistung durch Caching zu verbessern und Inhaltsfilterung bereitzustellen?
A. DHCP
B. Drucken
C. Proxy
D. DNS
Answer: C
NEW QUESTION: 3
다음 예약 인스턴스 (RI) 요금 모델 중 다음 중 온 디맨드 요금과 비교하여 가장 높은 평균 절감 효과를 제공하는 모델은 무엇입니까?
A. 1 년, 모든 선결제, 전환 가능 RI 가격
B. 3 년, 선결제 불가능, 전환 가능 RI 가격
C. 3 년, 모든 선결제, 표준 RI 가격
D. 1 년, 선결제 없음, 표준 RI 가격
Answer: C
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