raft
Apache ZooKeeper
raft | Apache ZooKeeper | |
---|---|---|
4 | 36 | |
535 | 11,937 | |
6.2% | 0.4% | |
8.8 | 8.3 | |
5 days ago | 4 days ago | |
Go | Java | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
raft
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On Implementation of Distributed Protocols
etcd Raft — a library for maintaining replicated state machines (written in Go);
- Leader election library
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Implementing a distributed key-value store on top of implementing Raft in Go
Have you seen this implementation? https://github.com/etcd-io/raft. I’ve used this as a starting point for our consensus with various services.
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"In HPA, multiple pods may perform duplicate operations and cause data inconsistency?"
This is usual in parallel and distributed systems. For k8s, I recommend you either use Apache Zookeeper to coordinate “logical locks” for operations across pods or use the RAFT consensus protocol for scenarios where you need coordination amongst pods. For context, k8s itself uses the RAFT consensus protocol for etcd; see https://github.com/etcd-io/raft
Apache ZooKeeper
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On Implementation of Distributed Protocols
Apache ZooKeeper — a distributed coordination, synchronization, and configuration service (written in Java);
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Easy Guide to Integrating Kafka: Practical Solutions for Managing Blob Data
To use Kafka, we also need to deploy a service that keeps configuration informations such as Zookeeper.
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Fault Tolerance in Distributed Systems: Strategies and Case Studies
Failure Detection and Recovery It’s not enough to have backup systems. It’s also crucial to detect failures quickly. Modern systems employ monitoring tools and rely on distributed coordination systems such as Zookeeper or etcd to identify faults in real-time: once detected, recovery mechanisms are triggered to restore the service.
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Reddit System Design/Architecture
zookeeper: is (was?) used for secrets management. it was also used as a basic health check, but has been since been replaced.
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Analysing Github Stars - Extracting and analyzing data from Github using Apache NiFi®, Apache Kafka® and Apache Druid®
You can install Kafka from https://kafka.apache.org/quickstart. Because Druid and Kafka both use Apache Zookeeper, I opted to use the Zookeeper deployment that comes with Druid, so didn’t start it with Kafka. Once running, I created two topics for me to post the data into, and for Druid to ingest from:
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Use AWS CloudFormation to create ShardingSphere HA clusters
Please note that we use Zookeeper as the Governance Center.
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How to choose the right API Gateway
Next, review deployment complexity such as DB-less versus database-backed deployments. For example, Kong does require running Cassandra or Postgres. Apigee requires Cassandra, Zookeeper, and Postgres to run, while other solutions like Express Gateway and Tyk only require Redis. Apache APISIX uses etcd as its data store, it stores and manages routing-related and plugin-related configurations in etcd in the Data Plane.
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In One Minute : Hadoop
ZooKeeper, a system for coordinating distributed nodes, similar to Google's Chubby
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To study Apache Kafka Architecture in details, and how to install, deploy configure Apache kafka.
[Unit] Description=Apache Zookeeper server Documentation=http://zookeeper.apache.org Requires=network.target remote-fs.target After=network.target remote-fs.target [Service] Type=simple ExecStart=/usr/local/kafka/bin/zookeeper-server-start.sh /usr/local/kafka/config/zookeeper.properties ExecStop=/usr/local/kafka/bin/zookeeper-server-stop.sh Restart=on-abnormal [Install] WantedBy=multi-user.target
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ElasticJob 3.0.2 is released including failover optimization, scheduling stability, and Java 19 compatibility
ElasticJob achieves distributed coordination through ZooKeeper. In practical scenarios, users may start multiple jobs in the same project simultaneously, all of which use the same Apache Curator client. There are certain risks due to the nature of ZooKeeper and the callback method of Curator in a single event thread.
What are some alternatives?
rqlite - The lightweight, distributed relational database built on SQLite.
Hazelcast - Hazelcast is a unified real-time data platform combining stream processing with a fast data store, allowing customers to act instantly on data-in-motion for real-time insights.
etcd - Distributed reliable key-value store for the most critical data of a distributed system
kubernetes - Production-Grade Container Scheduling and Management
Atomix - A Kubernetes toolkit for building distributed applications using cloud native principles
Zuul - Zuul is a gateway service that provides dynamic routing, monitoring, resiliency, security, and more.
dragonboat - A feature complete and high performance multi-group Raft library in Go.
JGroups - The JGroups project
etcd - Distributed reliable key-value store for the most critical data of a distributed system [Moved to: https://github.com/etcd-io/etcd]
Akka - Build highly concurrent, distributed, and resilient message-driven applications on the JVM
rawkv - Cloud-native distributed key-value database.