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NEW QUESTION: 1
ケーススタディ：6 - TerramEarth
会社概要
TerramEarthは、鉱業および農業業界向けの重機を製造しています。約
彼らの事業の80％は鉱業から、そして20％は農業からのものです。現在、100カ国に500以上のディーラーとサービスセンターがあります。彼らの使命は、顧客をより生産的にする製品を作ることです。
ソリューションコンセプト
1秒間に120フィールドのデータを収集する2,000万台のTerramEarth車両が稼働しています。
データは車両にローカルに保存され、車両の修理時に分析のためにアクセスできます。
データはメンテナンスポートを介してダウンロードされます。この同じポートを使用して動作パラメータを調整し、新しいコンピューティングモジュールで現場での車両のアップグレードを可能にすることができます。
約200,000台の車両が携帯電話ネットワークに接続されているため、TerramEarthはデータを直接収集できます。 1日あたり22時間の運用で1秒あたり120フィールドのデータレートで、TerramEarthはこれらの接続された車両から合計約9 TB /日を収集します。
既存の技術環境
TerramEarthの既存のアーキテクチャは、単一の米国西海岸ベースのデータセンターに常駐するLinuxおよびWindowsベースのシステムで構成されています。これらのシステムは現場からCSVファイルをgzipしてFTPでアップロードし、データをデータウェアハウスに保存します。このプロセスには時間がかかるため、集約レポートは3週間前のデータに基づいています。
このデータを使用して、TerramEarthは交換部品の優先在庫を確保し、計画外のダウンタイムを60％削減することができました。しかし、データが古くなっているため、一部の顧客は交換部品を待つ間、最長4週間車を購入できません。
ビジネス要件
計画外の車両のダウンタイムを1週間以内に減らします。
* Support the dealer network with more data on how their customers use their equipment to better
* position new products and services
Have the ability to partner with different companies - especially with seed and fertilizer suppliers
* in the fast-growing agricultural business - to create compelling joint offerings for their customers.
Technical Requirements
Expand beyond a single datacenter to decrease latency to the American Midwest and east
* coast.
Create a backup strategy.
* Increase security of data transfer from equipment to the datacenter.
* Improve data in the data warehouse.
* Use customer and equipment data to anticipate customer needs.
* Application 1: Data ingest
A custom Python application reads uploaded datafiles from a single server, writes to the data warehouse.
Compute:
Windows Server 2008 R2
* - 16 CPUs
- 128 GB of RAM
- 10 TB local HDD storage
Application 2: Reporting
An off the shelf application that business analysts use to run a daily report to see what equipment needs repair. Only 2 analysts of a team of 10 (5 west coast, 5 east coast) can connect to the reporting application at a time.
Compute:
Off the shelf application. License tied to number of physical CPUs
* - Windows Server 2008 R2
- 16 CPUs
- 32 GB of RAM
- 500 GB HDD
Data warehouse:
A single PostgreSQL server
* - RedHat Linux
- 64 CPUs
- 128 GB of RAM
- 4x 6TB HDD in RAID 0
エグゼクティブステートメント
当社の競争上の優位性は常に製造プロセスにあり、競合他社よりも低コストでより良い車両を製造することができます。しかし、さまざまなアプローチを持つ新製品が絶えず開発されており、私たちの業界で次の変革の波を経験するためのスキルが不足していることを私は心配しています。私の目標は、段階的な技術革新を通じて、当面の市場のニーズに対応しながら、私たちのスキルを磨くことです。
この質問については、TerramEarthのケーススタディを参照してください。ヨーロッパのGDPR規制に準拠するために、TerramEarthは、個人データが含まれている36か月後にヨーロッパの顧客から生成されたデータを削除する必要があります。新しいアーキテクチャでは、このデータはCloud StorageとBigQueryの両方に保存されます。あなたは何をするべきか？
A. ヨーロッパのデータ用にBigQueryの時分割テーブルを作成し、パーティション期間を36か月に設定します。 Cloud Storageの場合は、gsutilを使用して、年齢条件が36か月のSetStorageClass to NONEアクションを作成します。
B. ヨーロッパのデータ用のBigQueryテーブルを作成し、テーブルの保存期間を36か月に設定します。
Cloud Storageの場合は、gsutilを使用して、36か月の年齢条件でDELETEアクションを使用してライフサイクル管理を有効にします。
C. ヨーロッパのデータ用のBigQueryテーブルを作成し、テーブルの保存期間を36か月に設定します。
Cloud Storageの場合、年齢条件が36か月の場合は、gsutilを使用してSetStorageClass to NONEアクションを作成します。
D. ヨーロッパのデータ用にBigQueryの時分割テーブルを作成し、パーティションの有効期限を36か月に設定します。 Cloud Storageの場合は、gsutilを使用して、36か月の年齢条件でDELETEアクションを使用してライフサイクル管理を有効にします。
Answer: D

NEW QUESTION: 2
You are a database developer of a Microsoft SQL Server 2014 database. You are designing a table that will store Customer data from different sources. The table will include a column that contains the CustomerID from the source system and a column that contains the SourceID. A sample of this data is as shown in the following table.

You need to ensure that the table has no duplicate CustomerID within a SourceID. You also need to ensure that the data in the table is in the order of SourceID and then
CustomerID. Which Transact- SQL statement should you use?
A. CREATE TABLE Customer(SourceID int NOT NULL PRIMARY KEY
CLUSTERED,CustomerID int NOT NULL UNIQUE,CustomerName varchar(255) NOT
NULL);
B. CREATE TABLE Customer(SourceID int NOT NULL,CustomerID int NOT NULL
PRIMARY KEY CLUSTERED,CustomerName varchar(255) NOT NULL);
C. CREATE TABLE Customer(SourceID int NOT NULL IDENTITY,CustomerID int NOT
NULL IDENTITY,CustomerName varchar(255) NOT NULL);
D. CREATE TABLE Customer(SourceID int NOT NULL,CustomerID int NOT
NULL,CustomerName varchar(255) NOT NULL,CONSTRAINT PK_Customer PRIMARY
KEY CLUSTERED(SourceID, CustomerID));
Answer: D

NEW QUESTION: 3

A. Option C
B. Option B
C. Option D
D. Option A
Answer: C

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