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ケーススタディ：7 - Mountkirk Games
会社概要
Mountkirk Gamesは、モバイルプラットフォーム向けのオンラインのセッションベースのマルチプレイヤーゲームを作成します。 彼らは何らかのサーバーサイドの統合を使用して彼らのゲームのすべてを構築します。 歴史的に、彼らは物理的なサーバーをリースするためにクラウドプロバイダーを使いました。
一部のゲームでは予想外の人気があったため、世界中のユーザー、アプリケーションサーバー、MySQLデータベース、および分析ツールを拡張するのに問題がありました。
彼らの現在のモデルは、ゲームの統計をファイルに書き出し、それらをレポートのために集中型MySQLデータベースにロードするETLツールを通してそれらを送ることです。
ソリューションコンセプト
Mountkirk Gamesは新しいゲームを開発していますが、これは非常に人気があると期待されています。 彼らはゲームのバックエンドをGoogle Compute Engineにデプロイしてストリーミングメトリクスをキャプチャし、集中的な分析を実行し、そしてその自動スケーリングサーバ環境を利用し、そして管理されたNoSQLデータベースと統合することを計画しています。
ビジネス要件
世界規模のフットプリントに拡大する。
* Improve uptime - downtime is loss of players.
* Increase efficiency of the cloud resources we use.
* Reduce latency to all customers.
* Technical Requirements
Requirements for Game Backend Platform
Dynamically scale up or down based on game activity.
* Connect to a transactional database service to manage user profiles and game state.
* Store game activity in a timeseries database service for future analysis.
* As the system scales, ensure that data is not lost due to processing backlogs.
* Run hardened Linux distro.
* Requirements for Game Analytics Platform
Dynamically scale up or down based on game activity
* Process incoming data on the fly directly from the game servers
* Process data that arrives late because of slow mobile networks
* Allow queries to access at least 10 TB of historical data
* Process files that are regularly uploaded by users' mobile devices
* Executive Statement
私たちの最後の成功したゲームは私たちの以前のクラウドプロバイダーとうまく調整できなかった、その結果ユーザーの採用が少なくなり、ゲームの評判に影響を与えました。当社の投資家は、ゲームのスピードと安定性を評価するためのより重要な業績評価指標（KPI）、およびターゲットユーザーにゲームを適応させるために使用パターンについてのより深い洞察を提供するその他の指標を求めています。
さらに、現在のテクノロジスタックでは必要な規模を実現できないため、MySQLを置き換えて、自動スケーリング、低遅延のロードバランシングを提供し、物理サーバの管理から解放される環境に移行したいと考えています。
この質問については、Mountkirk Gamesのケーススタディを参照してください。 Mountkirk Gamesは、クラウドおよびテクノロジの改善が利用可能になったときにそれを利用するために、将来に向けてソリューションを設計したいと考えています。どちらのステップを踏むべきですか？ （2つ選んでください。）
A. JenkinsとSpinnakerを使用してCI / CDパイプラインを設定し、カナリアの展開を自動化して開発速度を向上させる。
B. 今日の経済的に可能な限り多くの分析とゲーム活動データを保存して、将来のユーザーの行動を予測するために機械学習モデルを訓練するのに使用できるようにします。
C. 重要なカーネルパッチとパッケージのアップデートを適用し、0日脆弱性の危険性を減らすことができるように、Linux仮想マシンに対して毎週ローリングメンテナンスプロセスを実装します。
D. ゲームアクティビティに基づいてスケールアップまたはスケールダウンするための可用性を向上させるために、コンテナーイメージにゲームバックエンドアーティファクトをパッケージ化してKubernetes Engineで実行します。
E. データベースに追加のプレーヤーデータを保存する必要がある新しいゲーム機能を追加するときのダウンタイムを減らすために、スキーマバージョン管理ツールを採用する。
Answer: A,C
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