Need advice about which tool to choose?Ask the StackShare community!

Ambari

44
74
+ 1
2
Zookeeper

812
1K
+ 1
43
Add tool

Ambari vs Zookeeper: What are the differences?

Key Differences between Ambari and Zookeeper

1. Ambari: Cluster Management vs. ZooKeeper: Distributed Coordination Service

Ambari is a cluster management tool that helps in managing and monitoring Hadoop clusters. It provides a web-based interface to automate the installation, configuration, and management of Hadoop services. On the other hand, ZooKeeper is a distributed coordination service that enables synchronization and coordination across a cluster.

2. Ambari: High-level Abstraction vs. ZooKeeper: Low-level Abstraction

Ambari offers a high-level abstraction for managing and monitoring the Hadoop ecosystem, providing developers and administrators with an easy-to-use interface. In contrast, ZooKeeper offers a low-level abstraction, providing a simple interface for building distributed systems and handling coordination tasks.

3. Ambari: Automates Cluster Operations vs. ZooKeeper: Low-level Coordination Tasks

Ambari automates various cluster operations such as adding or removing nodes, scaling the cluster, and managing configurations. It simplifies the management of the Hadoop cluster by handling complex tasks. On the other hand, ZooKeeper is focused on low-level coordination tasks, such as managing distributed locks, leader election, and configuration management.

4. Ambari: Monitors Health and Performance vs. ZooKeeper: Ensures Consistency and Consensus

Ambari provides health and performance monitoring features, allowing administrators to monitor the status of the Hadoop cluster and identify potential issues. ZooKeeper, on the other hand, ensures consistency and consensus in a distributed system, providing a reliable and fault-tolerant way to coordinate and synchronize processes.

5. Ambari: Configuration Management vs. ZooKeeper: Distributed Configuration Service

Ambari offers a comprehensive configuration management system that allows users to define, maintain, and manage complex configurations across the cluster. It simplifies the process of managing configurations for various Hadoop services. In contrast, ZooKeeper provides a distributed configuration service that enables applications to store and retrieve configuration data in a distributed and fault-tolerant manner.

6. Ambari: Provides REST API vs. ZooKeeper: Exposes Watch Mechanism

Ambari provides a REST API that allows users to programmatically interact with the cluster and perform various operations. It enables automation and integration with external tools and applications. ZooKeeper, on the other hand, exposes a watch mechanism which allows applications to register a watch on a znode and receive notifications when the znode is modified, providing a way to build real-time distributed systems.

In Summary, Ambari is a cluster management tool that automates and simplifies the management of Hadoop clusters, while ZooKeeper is a distributed coordination service that handles low-level coordination tasks and ensures consistency in distributed systems.

Manage your open source components, licenses, and vulnerabilities
Learn More
Pros of Ambari
Pros of Zookeeper
  • 2
    Ease of use
  • 11
    High performance ,easy to generate node specific config
  • 8
    Java
  • 8
    Kafka support
  • 5
    Spring Boot Support
  • 3
    Supports extensive distributed IPC
  • 2
    Curator
  • 2
    Used in ClickHouse
  • 2
    Supports DC/OS
  • 1
    Used in Hadoop
  • 1
    Embeddable In Java Service

Sign up to add or upvote prosMake informed product decisions

What is Ambari?

This project is aimed at making Hadoop management simpler by developing software for provisioning, managing, and monitoring Apache Hadoop clusters. It provides an intuitive, easy-to-use Hadoop management web UI backed by its RESTful APIs.

What is Zookeeper?

A centralized service for maintaining configuration information, naming, providing distributed synchronization, and providing group services. All of these kinds of services are used in some form or another by distributed applications.

Need advice about which tool to choose?Ask the StackShare community!

What companies use Ambari?
What companies use Zookeeper?
Manage your open source components, licenses, and vulnerabilities
Learn More

Sign up to get full access to all the companiesMake informed product decisions

What tools integrate with Ambari?
What tools integrate with Zookeeper?

Sign up to get full access to all the tool integrationsMake informed product decisions

Blog Posts

Amazon S3KafkaZookeeper+5
8
1631
May 6 2020 at 6:34AM

Pinterest

JavaScriptC++Varnish+6
5
3481
What are some alternatives to Ambari and Zookeeper?
Hue
It is open source and lets regular users import their big data, query it, search it, visualize it and build dashboards on top of it, all from their browser.
Apache Mesos
Apache Mesos is a cluster manager that simplifies the complexity of running applications on a shared pool of servers.
Yarn
Yarn caches every package it downloads so it never needs to again. It also parallelizes operations to maximize resource utilization so install times are faster than ever.
Kubernetes
Kubernetes is an open source orchestration system for Docker containers. It handles scheduling onto nodes in a compute cluster and actively manages workloads to ensure that their state matches the users declared intentions.
Ansible
Ansible is an IT automation tool. It can configure systems, deploy software, and orchestrate more advanced IT tasks such as continuous deployments or zero downtime rolling updates. Ansible’s goals are foremost those of simplicity and maximum ease of use.
See all alternatives