Logging and Monitoring in Google Cloud - 日本語版 from Coursera

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はじめに

Google Cloud のロギングとモニタリングへようこそ！ここでは前提条件、対象者、コースの目標について説明します。

Google Cloud オペレーションスイートの紹介

このモジュールでは、少し時間をかけて、Google Cloud のロギング、モニタリング、オブザーバビリティスイートを構成するさまざまなプロダクトの概要を説明します。

重要なシステムのモニタリング

モニタリングの目的は、Google Cloud 内で起動しているリソースの稼働状況を把握することです。このモジュールでは、プロジェクトアーキテクチャをモニタリングする際のオプションとベストプラクティスを確認します。また、モニタリングに関して誰が何をできるかについて決定するために必要となる、主要な Cloud IAM ロールの違いを明確にします。アーキテクチャと同じく、IAM ロールの割り当ても、あらかじめ行っておかなければならない重要なステップです。さらに、Google が作成したデフォルトのダッシュボードのいくつかを確認し、それらのダッシュボードを適切に使用する方法を見ていきます。その後、リソースの使用状況とアプリケーションの負荷を示すグラフを作成し、それらを使用してカスタムダッシュボードを構築します。最後に、有効性とレイテンシを追跡する稼働時間チェックを定義します。

アラートポリシー

アラートによって、クラウドアプリケーションの問題をタイムリーに認識し、問題をすばやく解決できます。このモジュールでは、アラート戦略を策定する方法、アラートポリシーを定義する方法、通知チャンネルを追加する方法、アラートの各タイプとそれぞれの一般的な用途を特定する方法、リソースグループの作成とアラート送信を行う方法、アラートポリシーをプログラマティックに管理する方法を学びます。

高度なロギングと分析

このモジュールでは、Google Cloud の高度なロギングと分析に関する機能について見ていきます。具体的には、リソースのタグ付けアプローチを特定して選択する方法、ログシンクを定義する方法、ログエントリに基づいてモニタリング指標を作成する方法、Error Reporting を使用してアプリケーションエラーを Logging などのオペレーションツールにリンクする方法、長期の保存と SQL ベースの分析のためにログを BigQuery にエクスポートする方法について学びます。

監査ログの操作

このモジュールでは、Google の Cloud Audit Logs の使用方法を見ていきます。Cloud Audit Logs を使用して、「誰が何をいつ行ったか」という疑問に答える方法を学びます。また、監査ログのベストプラクティスについても説明します。

コースのまとめ

このコースで取り扱ったトピックをまとめます。

コースのリソース

すべてのモジュールへの受講者用 PDF リンク

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Google Cloud Platform (GCP)のプロフェッショナルを目指し、システムの監視と改善を行う方法に興味がある人にとって最適です。

モニタリングとロギングの基本を理解し、本番環境でコードをデバッグする経験を積みたい初心者から中級者向けのコースです。

経験豊富なITプロフェッショナルやシステム管理者で、GCPの監視とパフォーマンスの最適化に関する知識を強化したい方にも役立ちます。

プレゼンテーション、デモ、ハンズオンラボ、実際の事例紹介など、さまざまな学習方法を使用しているため、学習者はより深く理解できます。

Googleが開発したデフォルトダッシュボードを使用して、システムの状況を簡単に監視できます。

エラーレポーティングをロギングなどのオペレーションツールにリンクして、アプリケーションエラーを把握できます。

Career center

Learners who complete Logging and Monitoring in Google Cloud - 日本語版 will develop knowledge and skills that may be useful to these careers:

Data Analyst

The Data Analyst can monitor and evaluate business processes through data and analytics to identify areas of improvement. This course, Logging and Monitoring in Google Cloud will be useful as they learn the process of building custom dashboards, defining uptime checks, and managing alert policies in Google Cloud. All of these skills would be needed for a Data Analyst to complete their day-to-day tasks of data and analytics.

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Systems Administrator

The Systems Administrator is tasked with ensuring the reliability, availability, and security of computer systems. To achieve these goals, they will need to monitor system performance, identify and resolve issues, and implement security measures. The course, Logging and Monitoring in Google Cloud will be useful, because it teaches learners the skills needed to maintain and monitor Google Cloud. This includes systems architecture, and monitoring tools. This would be a necessary foundation for any Systems Administrator.

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Software Developer

A Software Developer is responsible for designing, maintaining, and deploying software systems. They will need to interpret performance metrics, determine resource usage, and identify potential bottlenecks. The course, Logging and Monitoring in Google Cloud may be useful for building those skills. It will also help build a foundation to ensure that the applications they build are robust, scalable, and performant.

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DevOps Engineer

DevOps Engineers must have a deep understanding of both software development and IT operations. They need to be able to bridge the gap between developers and operations teams, and ensure a smooth and efficient software delivery process. The course, Logging and Monitoring in Google Cloud, can help to build a foundation for this role by providing an understanding of monitoring and logging tools and techniques.

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Site Reliability Engineer

The Site Reliability Engineer (SRE) is responsible for designing and maintaining the infrastructure and applications that power a website or online service. They need to be able to monitor and diagnose performance issues, and implement solutions to ensure that the service is always up and running. The course, Logging and Monitoring in Google Cloud may be useful in building a foundation for this role, by providing an understanding of monitoring and logging tools and techniques. These are skills that would be needed to ensure the goals of reliability and availability.

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Cloud Architect

A Cloud Architect designs and manages cloud computing systems. This includes choosing the right cloud services, designing and implementing cloud architectures, and managing cloud resources. The course, Logging and Monitoring in Google Cloud, may be useful for building a foundation for this role. It will give insight into the architecture, logging, and monitoring of Google Cloud.

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Cloud Engineer

Cloud Engineers work in operations departments. Their responsibilities primarily cover the duties of working with the cloud computing system. This includes monitoring and maintaining cloud resources, developing and implementing cloud solutions, and providing technical support to users. The course Logging and Monitoring in Google Cloud is an introduction to the tools and techniques needed for this role. Taking this course could serve as an introduction or refresher for a Cloud Engineer.

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Data Engineer

The Data Engineer designs, builds, and maintains data pipelines. They need to be able to gather data from a variety of sources, clean and transform the data, and load it into a data warehouse or other data store. The course, Logging and Monitoring in Google Cloud, may be useful in building a foundation for this role. This course introduces learners to data management best practices, including ways to collect, transform, and store data.

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Application Security Engineer

Application Security Engineers are responsible for designing and implementing security measures to protect applications from vulnerabilities. They need to be able to identify and assess security risks, and implement solutions to mitigate those risks. The course, Logging and Monitoring in Google Cloud, may be useful in building a foundation for this role, by providing an understanding of monitoring and logging tools and techniques.

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Database Administrator

The Database Administrator (DBA) is responsible for managing and maintaining databases. They need to be able to monitor database performance, identify and resolve database issues, and implement security measures. The course, Logging and Monitoring in Google Cloud, may be useful in building a foundation for this role, by providing an understanding of monitoring and logging tools and techniques.

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IT Auditor

IT Auditors are responsible for evaluating an organization's IT systems and processes to ensure that they are secure and compliant with regulations. They need to be able to understand and interpret security logs, and use a variety of tools and techniques to identify and investigate security incidents. The course, Logging and Monitoring in Google Cloud, may be useful in building a foundation for this role, by providing an understanding of monitoring and logging tools and techniques.

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Network Administrator

Network Administrators are responsible for managing and maintaining computer networks. They need to be able to monitor network performance, identify and resolve network issues, and implement security measures. The course, Logging and Monitoring in Google Cloud, may be useful in building a foundation for this role, by providing an understanding of monitoring and logging tools and techniques.

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Information Security Analyst

Information Security Analysts are responsible for protecting an organization's information assets from unauthorized access, use, disclosure, disruption, modification, or destruction. They need to be able to identify and assess security risks, and implement solutions to mitigate those risks. The course, Logging and Monitoring in Google Cloud, may be useful in building a foundation for this role, by providing an understanding of monitoring and logging tools and techniques.

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Security Analyst

Security Analysts are responsible for monitoring and analyzing security events, and identifying and mitigating security threats. They need to be able to understand and interpret security logs, and use a variety of tools and techniques to identify and investigate security incidents. The course, Logging and Monitoring in Google Cloud, may be useful in building a foundation for this role, by providing an understanding of monitoring and logging tools and techniques.

See salaries and explore the career path for Security Analyst

Data Scientist

A Data Scientist uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from data in various forms, both structured and unstructured. The course, Logging and Monitoring in Google Cloud, may be useful in building a foundation for this role, by providing an understanding of monitoring and logging tools and techniques.

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Logging and Monitoring in Google Cloud - 日本語版

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