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Course Outline
Introduction to Search Technologies
- Core principles of search engines and information retrieval
- Comprehending indexing and search workflows
- Survey of modern search platforms
- Evaluating SolrCloud against other distributed search solutions
Apache Lucene and Apache Solr Fundamentals
- Overview of the Apache Lucene architecture
- Summary of Apache Solr capabilities
- Exploring Solr collections, cores, documents, and schemas
- Understanding the lifecycle of Solr search and indexing
SolrCloud Architecture and Concepts
- Grasping distributed search architecture
- Differentiating SolrCloud from conventional Solr deployments
- Examining SolrCloud components and cluster structure
- Defining collections, shards, replicas, and leaders
- Designing scalable search environments
Deploying SolrCloud on AWS
- Preparing Amazon EC2 environments
- Installing and configuring SolrCloud clusters
- Establishing node setups and cluster communication
- Managing SolrCloud services and configurations
Indexing and Data Management in SolrCloud
- Adding and managing documents across shards
- Exploring indexing strategies
- Commit strategies and optimization techniques
- Handling updates and distributed indexing
Cluster Coordination with Apache ZooKeeper
- Introduction to ZooKeeper and its function within SolrCloud
- Managing cluster state and configuration
- Automating cluster coordination
- Handling configuration files via ZooKeeper
Reliability, Fault Tolerance, and Scaling
- Understanding replication and high availability
- Designing fault-tolerant SolrCloud deployments
- Implementing load balancing for search requests
- Configuring failover and continuous processing
SolrCloud Administration and Monitoring
- Managing SolrCloud through administration interfaces
- Monitoring cluster health and performance metrics
- Troubleshooting issues and managing errors
- Maintaining and optimizing cluster operations
Practical SolrCloud Workshop
- Deploying a SolrCloud cluster on AWS
- Creating collections and managing shards
- Configuring replication and failover mechanisms
- Testing distributed search operations
Course Review and Best Practices
- Reviewing architecture decisions for SolrCloud
- Receiving recommendations for performance and operations
- Addressing common deployment challenges
- Outlining next steps for SolrCloud administration
Requirements
- Familiarity with search concepts
- Foundational knowledge of Java
14 Hours