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Prometheus Deployment

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KC's Data & Life Notes

Home
Home
About Me
About Me
- Work Experience
  Work Experience
- Public Speakings
  Public Speakings
Side Projects
Side Projects
- Fraud Detection (Data2ML Ops)
  Fraud Detection (Data2ML Ops)
  - Prerequisites
  - dbt
    dbt
    
    Modeling Data
  - Feast
    Feast
    
    Modeling Features
    
    Deploy Feast on Kubernetes
  - MinIO
    MinIO
    
    Deploy MinIO on Kubernetes
  - MLflow
    MLflow
    
    Deploy MLflow on Kubernetes
    
    Track Hyperparameter Optimization with Optuna and MLflow
  - Ray
    Ray
    
    What, Why, When
    
    How It Works?
    
    In the Bigger Picture
    
    Deploy Ray Cluster on Kubernetes Using KubeRay
    
    Integrate Ray Tune with Optuna, Imblearn, MLflow and MinIO
    
    Submit a Ray Tune Job to Your Ray Cluster
  - KServe
    KServe
    
    What, Why, When
    
    How It Works?
    
    In the Bigger Picture
    
    Install Kserve in Serverless Mode
    
    Deploy Your Model on Kubernetes
    
    Move Feature Retrieval to KServe Transformer
    
    Write a Custom KServe Transformer with Feast Integration
    
    Deploy Your Model on Kubernetes with Feast Transformer
  - Others
    Others
    
    What Is Istio?
    
    What Is Knative?
- Retail Lakehouse
  Retail Lakehouse
  - Prerequisites
  - Kafka
    Kafka
    
    Overview
    
    Kafka Cluster Deployment
    
    MySQL Deployment
    
    Debezium MySQL Kafka Connector Deployment
    
    Kafka Cluster Deployment
  - Trino
    Trino
    
    How It Works?
    
    Trino Cluster Deployment
    
    Configure OAuth 2.0 Authentication
    
    Fault-tolerant Execution in Trino
    
    Configure Catalogs
    
    Faker Connector
    
    Join Optimization
    
    Event Listeners
  - MinIO
    MinIO
    
    MinIO Deployment
  - Observability
    Observability
    
    Overview
    
    How Prometheus Works?
    
    Prometheus Deployment Prometheus Deployment
    On This Page
    
    References
    
    How Thanos Works?
    
    Thanos Deployment
    
    What is OpenTelemetry?
    
    How OpenTelemetry Works?
    
    OpenTelemetry Deployment
    
    Monitoring with Prometheus and Grafana
  - Apache Iceberg - Spark Quickstart
    Apache Iceberg - Spark Quickstart
    
    Deployment
    
    Getting Started
    
    Integrated Audits Demo
    
    Table Maintenance Spark Procedures
    
    Write-Audit-Publish with Branches in Apache Iceberg
    
    View Support
- Unified SQL-based Data Pipelines
  Unified SQL-based Data Pipelines
- Trending Content Prediction
  Trending Content Prediction
Learning Notes
Learning Notes
- Spark
  Spark
  - How Spark Works
  - Spark Performance Tuning
  - Learning Spark (2020)
    Learning Spark (2020)
    
    Ch1 & 2 Introduction to Spark
    
    Ch3 Structured APIs
    
    Ch7 Optimizing and Tuning Spark Applications
- Iceberg
  Iceberg
  - Best Practices for Optimizing Apache Iceberg Workloads in AWS
  - The Definitive Guide (2020)
    The Definitive Guide (2020)
    
    Ch4 Optimizing the Performance of Apache Iceberg
  - Deep Dive into Kafka Connect Icerberg Sink Connector
  - Migrate from Hive to Iceberg
  - Disaster Recovery with Apache Iceberg
  - Iceberg Resources
  - Apache Iceberg in Production: Insights from Netflix in 2023
- Kafka
  Kafka
  - Exactly Once Semantics in Kafka
  - Deep Dive into Kafka Connect Icerberg Sink Connector
- Flink
  Flink
  - How Flink Works
- Prometheus
  Prometheus
  - Up & Running (2023)
    Up & Running (2023)
    
    Ch3 Instrumentation
- OpenTelemetry
  OpenTelemetry
  - Learning OpenTelemetry (2024)
    Learning OpenTelemetry (2024)
    
    Ch2 Why Use OpenTelemetry?
    
    Ch3 Overview
    
    Ch4 Architecture
    
    Ch7 Observing Infrastructure
    
    Ch8 Designing Telemetry Pipelines
    
    Ch3 Instrumentation
- Karpenter
  Karpenter
  - Karpenter Best Practices
  - How Karpenter Works
- KEDA
  KEDA
  - How KEDA Works
- Airflow
  Airflow
  - How Airflow Works?
- Polaris
  Polaris
  - Apache Polaris Policy
  - Apache Polaris Resources
- DDIA
  DDIA
  - Ch8 transactions
- Hive
  Hive
  - Hive Architecture
- SQLMesh
  SQLMesh
  - Comparisons: SQLMesh vs dbt Core
- dbt
  dbt
- Streaming Processing
  Streaming Processing
  - Streaming Processing Window Types
- RisingWave
  RisingWave
- Treasure Data
  Treasure Data
- LeetCode
  LeetCode
- Restful APIs with Flask
  Restful APIs with Flask
  - Basics
  - Advanced
Blog
Blog
- Archive
  Archive
  - 2025
- Categories
  Categories
  - CI/CD
  - Data
  - MkDocs
Tags
Recaps
Recaps

On This Page

References

Prometheus Deployment¶

References¶

Thanos and the Prometheus Operator | Prometheus Operator Docs
Design | Thanos Docs

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