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Course Outline
Introduction to Search Technologies
- Core principles of search engines and information retrieval.
- Insights into indexing processes and search workflows.
- An overview of contemporary search platforms.
- A comparative analysis of SolrCloud versus other distributed search solutions.
Apache Lucene and Apache Solr Fundamentals
- An introduction to the architecture of Apache Lucene.
- An overview of Apache Solr’s core capabilities.
- Key components including Solr collections, cores, documents, and schemas.
- Understanding the full lifecycle of Solr search and indexing.
SolrCloud Architecture and Concepts
- Exploring distributed search architecture.
- Distinguishing SolrCloud from traditional Solr deployments.
- Identifying SolrCloud components and cluster structures.
- Defining collections, shards, replicas, and leader roles.
- Designing scalable search environments.
Deploying SolrCloud on AWS
- Preparing Amazon EC2 environments for deployment.
- Installing and configuring SolrCloud clusters.
- Establishing nodes and facilitating cluster communication.
- Managing SolrCloud services and configuration settings.
Indexing and Data Management in SolrCloud
- Adding and managing documents across various shards.
- Evaluating effective indexing strategies.
- Optimizing commit strategies and performance.
- Handling updates and distributed indexing tasks.
Cluster Coordination with Apache ZooKeeper
- An introduction to ZooKeeper and its critical role in SolrCloud.
- Managing cluster state and configuration data.
- Automating cluster coordination mechanisms.
- Utilizing ZooKeeper for configuration file management.
Reliability, Fault Tolerance, and Scaling
- Understanding replication and high availability concepts.
- Designing fault-tolerant SolrCloud deployments.
- Implementing load balancing for search requests.
- Configuring failover mechanisms and continuous processing.
SolrCloud Administration and Monitoring
- Managing SolrCloud via administration interfaces.
- Monitoring cluster health and performance metrics.
- Managing errors and troubleshooting operational issues.
- Maintaining and optimizing cluster operations.
Practical SolrCloud Workshop
- Deploying a live SolrCloud cluster on AWS.
- Creating collections and managing shard distributions.
- Configuring replication and failover settings.
- Testing distributed search operations in a real-world scenario.
Course Review and Best Practices
- Reviewing key architectural decisions in SolrCloud.
- Discussing performance and operational recommendations.
- Addressing common deployment challenges.
- Outlining next steps for advanced SolrCloud administration.
Requirements
- A solid grasp of search engine concepts.
- Foundational knowledge of Java.
14 Hours