GridGain 8 ↓

GridGain 9 ↓

About GridGain 9

Quick Start

Installation

Embedded Mode

Start With GridGain 9

GridGain CLI Tool

Developer’s Guide

Administrator’s Guide

SQL Reference

SQL Performance Tuning

General Configuration Tips

Nebula ↓

Connecting Applications

Authorization and Permissions

Frequently Asked Questions

Release Notes

Contact Us

Control Center ↓

GridGain Control Center

Frequently Asked Questions

Contact Us

Tutorials ↓

Apache Ignite Management and Monitoring Guide

RESTful Web Services with Spring and Apache Ignite

Microservice With Micronaut and Apache Ignite

Serverless Computing with Azure Functions

SSL Configuration Guide

Integrating Control Center with Okta OpenID

Integrating Control Center with LDAP

Integrating Control Center with PingOne

Managed Clusters via PrivateLink

Transparent Data Encryption for Managed Clusters

Code Deployment with UriDeploymentSpi

Monitoring GridGain Clusters with New Relic

Authenticating to Control Center with Kerberos

Batch Data Export from GridGain to Apache Iceberg on AWS

GridGain JSON Basics

GridGain 8 Metrics With Prometheus and Grafana

Collecting GridGain 9 Metrics With Prometheus and Grafana

NUMA-aware Memory Allocation in GridGain

GridGain Kafka Connector on Amazon MSK

Low-Code RAG Application Building with GridGain and Langflow

Retrieval-Augmented Generation with GridGain and LangChain

GridGain-Langflow Integration: Building Real-time Product Search

Low-Latency Machine Learning Feature Store with GridGain and Feast

Speak with an expert

APIs ↓

GridGain 8 ►

Java
C#/.NET
C++
Scala
PHP
Python
NodeJS

GridGain 9 ►

Java
C#/.NET
C++
OpenAPI

Extensions

Getting Started

Concepts

What is GridGain

Quick Start Guide

Java

.NET/C#

C++

Python

Node.JS

SQL

PHP

REST API

Installation and Upgrade

Deployment Modes

Installing Using ZIP Archive

Installing Using Docker

Installing on z/OS

AWS

Manual Install on Amazon EC2

GridGain AMI

Legacy GridGain AMI

Terraform Deployment

Amazon EKS Deployment

Deploying GridGain in Multiple Availability Zones

Microsoft Azure

GridGain on Azure

Azure Kubernetes Service Deployment

Google Kubernetes Engine

GridGain Operator

Operator Overview

Quick Start Guide

Operator Download

Operator Configuration

Troubleshooting

Basic Examples

RedHat OpenShift Deployment

Kubernetes Helm Deployment

Versioning and Support Lifecycle

Version Upgrade

Rolling Upgrades

Licensing

Migrating from Ignite

Developer’s Guide

Setting Up

Understanding Configuration

Configuring Logging

Starting and Stopping Nodes

Clustering

Overview

TCP/IP Discovery

ZooKeeper Discovery

Discovery in the Cloud

Network Configuration

Connecting Client Nodes

Running Client Nodes Behind NAT

Data Modeling

Introduction

Data Partitioning

Affinity Colocation

Configuring Memory

Memory Architecture

Configuring Data Regions

Eviction Policies

Replacement Policies

Memory Quotas for SQL Queries

Configuring Caches

Cache Configuration

Configuring Partition Backups

Atomicity Modes

Expiry Policy

On-Heap Caching

Managing Data Distribution

Cache Groups

Data Compression

Persistence

Ignite Persistence

External Storage

Swapping

Implementing Custom Cache Store

Baseline Topology

Data Rebalancing

Historical Rebalancing

Partition Loss Policy

Data Streaming

Using Key-Value Cache API

Basic Cache Operations

Working with Binary Objects

Binary Object Schemas

Metadata Management

Using Scan Queries

Using Index Queries

Using Continuous Queries

Performing Transactions

GridGain Services

GridGain Messaging

Working with SQL

Introduction

Understanding Schemas

Defining Indexes

Using SQL API

Distributed Joins

Custom SQL Functions

JDBC Driver

JDBC Client Driver

Multiversion Concurrency Control

SQL and Key-Value Usage

Distributed Computing

Distributed Computing API

Cluster Groups

Executor Service

MapReduce API

Load Balancing

Fault Tolerance

Job Scheduling

Distributed Data Structures

Queue and Set

Atomic Types

CountDownLatch

Locks

Semaphore

ID Generator

Vector Search

Colocating Computations with Data

Working with Events

Enabling and Listenting to Events

Events

Near Caches

Code Deployment

Deploying User Code

Peer Class Loading

Handling Exceptions

Thin Clients

Thin Clients Overview

Java Thin Client

.NET Thin Client

C++ Thin Client

Python Thin Client

Python Thin Client Release notes

PHP Thin Client

Node.js Thin Client

ODBC Driver

Connection String and DSN

Querying and Modifying Data

Specification

Data Types

Error Codes

REST API

Machine Learning

Preprocessing

Partition Based Dataset

Linear Regression

K-Means Clustering

Genetic Algorithms

Multilayer Perceptron

Decision Trees

k-NN Classification

k-NN Regression

SVM Binary Classification

SVM Multi-class Classification

Model Cross Validation

Logistic Regression

Random Forest

Gradient Boosting

ANN (Approximate Nearest Neighbor)

Model updating

Model Importing

.NET Specific

Configuration Options

Deployment Options

Standalone Nodes

Logging

LINQ

Java Services Execution

.NET Platform Cache

Plugins

Serialization

Cross-Platform Support

Platform Interoperability

Remote Assembly Loading

Troubleshooting

ASP.NET Output Caching

ASP.NET Session State Caching

Entity Framework 2nd Level Cache

C++ Specific

Administrator’s Guide

Introduction

Snapshots and Recovery

Full and Incremental Snapshots

Point-in-Time Recovery

Network Backups

Heterogeneous Recovery

Snapshots Management Tool

Data Center Replication

Introduction

Configuring Replication

Managing and Monitoring

Security and Auditing

SSL/TLS

Authentication

Authorization and Permissions

Multi-Tenancy

Securing Data Deserialization

Transparent Data Encryption

Securing JMX

Auditing

Implementing Custom Authenticator

Metrics and Monitoring

Introduction

Configuring Metrics

JMX Metrics

System Views

Generic Metrics

Tracing

Tools and Analytics

SQLLine

Tableau

SQL Statistics

Capacity Planning

GridGain Resource Control

Persistence Defragmentation

Empirical Estimation of Disk Capacity Usage

Control Script

Split-Brain Protection

Conflict Resolution

Migration Guides

Migrating from Oracle Coherence

Performance and Troubleshooting Guide

Performance and Tuning

Memory and JVM Tuning

Persistence Tuning

Handling Large Objects

SQL Tuning

Thread Pools Tuning

Troubleshooting and Debugging

Maintenance Mode

Cluster Hardening

SQL Reference

SQL Conformance

Data Definition Language (DDL)

Data Manipulation Language (DML)

Transactions

Operational Commands

Aggregate functions

JSON functions

Numeric Functions

String Functions

Date and Time Functions

System Functions

Data Types

Release Notes

8.9.x

8.9.22

8.9.21

8.9.20

8.9.19

8.9.18

8.9.17

8.9.16

8.9.15

8.9.14

8.9.13

8.9.12

8.9.11

8.9.10

8.9.9

8.9.8

8.9.7

8.9.6

8.9.5

8.9.4

8.9.3

8.9.2

8.9.1

8.9.0

8.8.x

8.8.43

8.8.42

8.8.41

8.8.40

8.8.39

8.8.38

8.8.37

8.8.36

8.8.35

8.8.34

8.8.33

8.8.32

8.8.31

8.8.30

8.8.29

8.8.28

8.8.27

8.8.26

8.8.25-p1

8.8.25

8.8.24

8.8.23

8.8.22

8.8.21

8.8.20

8.8.19

8.8.18

8.8.17

8.8.16

8.8.15

8.8.14

8.8.13

8.8.12

8.8.11

8.8.10

8.8.9

8.8.8

8.8.7

8.8.6

8.8.5

8.8.4

8.8.3

8.8.2

8.8.1

8.7.x

8.7.43

8.7.42

8.7.41

8.7.40

8.7.39

8.7.38

8.7.37

8.7.36

8.7.35

8.7.34

8.7.33

8.7.32

8.7.31

8.7.30

8.7.29

8.7.28

8.7.27

8.7.26

8.7.25

8.7.24

8.7.23

8.7.22

8.7.21

8.7.20

8.7.19

8.7.18

8.7.17

8.7.16

8.7.15

8.7.14

8.7.13

8.7.12

8.7.11

8.7.10

8.7.9

8.7.8

8.7.7

8.7.6

8.7.5

8.7.3

8.5.x

8.5.26

8.5.25

8.5.24

8.5.23

8.5.22

8.5.21

8.5.20

8.5.19

8.5.18

8.5.17

8.5.16

8.5.15

8.5.14

8.5.13

8.5.12

8.5.11

8.5.10

8.5.9

8.5.8