AWS Monitoring and Logging

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Architectural Context

Detailed reference for AWS Monitoring and Logging in the context of Cloud Providers (Hyperscalers).

Table of Contents

1. Architectural Foundations
2. Kubernetes Tools
   • General Reference
3. Cloud Native Platforms
4. AWS
   • Managed Observability
5. Observability and Monitoring
6. Case Studies
   • Enterprise Scale
7. CloudWatch
   • Alerting Systems
   • Dashboards
   • Guides Collection
   • Prometheus Integration
8. Enterprise Observability
   • Elastic Stack
9. Legacy Systems
   • Self-Hosted
10. Managed Services
    • Announcements
    • Grafana
11. Security and Governance
12. Cloud Governance
    • Compliance and Audit
13. Cloud Security Posture
    • Automated Auditing
14. Service Discovery
15. AWS Cloud Map
    • Health Checks

Architectural Foundations

Kubernetes Tools

General Reference

• blogs.splunk.com: AWS Agility + Splunk Visibility = Customer Success [COMMUNITY-TOOL] — A curated technical resource and architectural guide covering blogs.splunk.com in the Kubernetes Tools ecosystem.
• medium: AWS Account Security Monitoring [COMMUNITY-TOOL] — A curated technical resource and architectural guide covering medium: AWS Account Security Monitoring in the Kubernetes Tools ecosystem.
• kevintuei.medium.com: A Deep Dive into Logs and Metrics for AWS Observability' — One Observability Workshop [COMMUNITY-TOOL] — A curated technical resource and architectural guide covering kevintuei.medium.com: A Deep Dive into Logs and Metrics for AWS Observability' — One Observability Workshop in the Kubernetes Tools ecosystem.
• logz.io: What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping' with Logz.io [COMMUNITY-TOOL] — A curated technical resource and architectural guide covering logz.io: What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping' with Logz.io in the Kubernetes Tools ecosystem.
• logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io [COMMUNITY-TOOL] — A curated technical resource and architectural guide covering logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io in the Kubernetes Tools ecosystem.
• dzone: Optimize AWS Costs With CloudWatch's Advanced Metrics, Dashboards,' and Alerts [COMMUNITY-TOOL] — A curated technical resource and architectural guide covering dzone: Optimize AWS Costs With CloudWatch's Advanced Metrics, Dashboards,' and Alerts in the Kubernetes Tools ecosystem.
• medium.com: Up and running with Amazon Managed Service for Prometheus [COMMUNITY-TOOL] — A curated technical resource and architectural guide covering medium.com: Up and running with Amazon Managed Service for Prometheus in the Kubernetes Tools ecosystem.

Cloud Native Platforms

AWS

Managed Observability

• (2026) Amazon Managed Service for Prometheus [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — AWS fully-managed metric service designed around open-source Cortex core architecture. Automatically scales telemetry storage, ingestion, and query resources in secure enterprise environments.

Observability and Monitoring

Case Studies

Enterprise Scale

• (2021) How BT uses Amazon CloudWatch to monitor millions of devices [N/A CONTENT] [ADVANCED LEVEL] [CASE STUDY] [COMMUNITY-TOOL] — Deep-dives into an enterprise architecture deployed by BT utilizing Amazon CloudWatch to ingest, structure, and analyze telemetry streams originating from millions of physical client network units globally.

CloudWatch

Alerting Systems

• (2021) Extending and exploring alarm history in Amazon CloudWatch – part 2 [SQL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] — Investigates strategies to maintain and analyze deep historical records of CloudWatch alarm states over multi-year thresholds using Kinesis Firehose, S3 object storage targets, and Athena SQL queries.

Dashboards

• (2020) Amazon CloudWatch Dashboards now supports sharing [N/A CONTENT] [COMMUNITY-TOOL] — Announces external sharing support for AWS CloudWatch Dashboards, permitting secure read-only console visualizations to key stakeholders outside the immediate AWS organization footprint.

Guides Collection

• (2021) threatstack.com: 50 Best AWS CloudWatch Tutorials [N/A CONTENT] [COMMUNITY-TOOL] — A comprehensive directory linking to performance tuning guides, log group configurations, and real-time dashboard design patterns inside Amazon CloudWatch. Evaluates fundamental metric generation techniques.

Prometheus Integration

• (2020) Amazon CloudWatch now monitors Prometheus metrics from Container environments [N/A CONTENT] [COMMUNITY-TOOL] — Documents Amazon CloudWatch Container Insights' ability to ingest, index, and visualize standard Prometheus application metrics directly from Elastic Kubernetes Service (EKS) cluster deployments.

Enterprise Observability

Elastic Stack

• (2022) elastic.co: Elastic and AWS: Accelerating the cloud migration journey [N/A CONTENT] [COMMUNITY-TOOL] — Explores integrations between Elastic Cloud and AWS native logging solutions. Facilitates high-velocity log ingest, distributed tracing across container environments, and simplified security event monitoring across cloud instances.

Legacy Systems

Self-Hosted

• (2018) github: Steps I used to install Nagios in the cloud [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] — A historical walkthrough illustrating legacy installations of the Nagios monitoring framework inside static virtual instances. Outlines core process definitions, alerting rules, and manual configuration management.

Managed Services

Announcements

• (2021) infoq.com: AWS Introduces Amazon Managed Service for Grafana and Amazon Managed Service for Prometheus [N/A CONTENT] [COMMUNITY-TOOL] — Architectural breakdown of AWS's entry into cloud-native managed open-source telemetry tools. Reviews integration advantages, storage strategies, and price efficiencies compared to self-hosted instances on EC2.

Grafana

• (2024) Amazon Managed Service for Grafana [N/A CONTENT] [COMMUNITY-TOOL] — Managed visualization console offering direct enterprise integrations with SSO and IAM setups. Allows telemetry aggregation from diverse cloud datasources (S3, Prometheus, CloudWatch, Opensearch) under unified dynamic views.

Security and Governance

Cloud Governance

Compliance and Audit

• (2022) How to use AWS Config and CloudTrail to find who made changes to a resource [N/A CONTENT] [COMMUNITY-TOOL] — Demonstrates how to correlate events from AWS Config history with CloudTrail api audit logs. Provides an audit mechanism to pinpoint precise user identities, timestamps, and parameters related to unauthorized resource alterations.

Cloud Security Posture

Automated Auditing

• (2024) github: ElectricEye ⭐ 1043 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — An automated cloud security assessment framework designed to continually monitor AWS environments for configuration drift, vulnerabilities, and deviations from industry standards. Outputs findings directly to AWS Security Hub.

Service Discovery

AWS Cloud Map

Health Checks

• (2022) Custom Health Check: HealthCheckCustomConfig [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] — Official reference guide for Cloud Map API's custom health checks. Explains dynamic service discovery patterns for serverless workloads where traditional load balancer health checks are inapplicable.

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