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Duration 14 hours
Course Outline
Foundations of Search Technologies
- Core principles of search engines and information retrieval
- Analyzing indexing and search workflows
- Survey of contemporary search platforms
- Benchmarking SolrCloud against other distributed search solutions
Apache Lucene and Apache Solr Essentials
- Introduction to the Apache Lucene architecture
- Overview of Apache Solr capabilities
- Exploring Solr collections, cores, documents, and schemas
- Navigating the Solr search and indexing lifecycle
SolrCloud Architecture and Core Concepts
- Deciphering distributed search architecture
- Distinguishing SolrCloud from traditional Solr deployments
- Examining SolrCloud components and cluster topology
- Managing collections, shards, replicas, and leaders
- Architecting scalable search environments
Deploying SolrCloud on AWS
- Preparing Amazon EC2 environments
- Installing and configuring SolrCloud clusters
- Establishing nodes and inter-node communication
- Overseeing SolrCloud services and configurations
Indexing and Data Management in SolrCloud
- Inserting and managing documents across shards
- Evaluating effective indexing strategies
- Refining commit strategies for optimization
- Handling updates and distributed indexing workflows
Cluster Coordination with Apache ZooKeeper
- Role of ZooKeeper in the SolrCloud ecosystem
- Managing cluster state and configuration data
- Automating cluster coordination tasks
- Handling configuration files via ZooKeeper
Reliability, Fault Tolerance, and Scaling
- Concepts of replication and high availability
- Designing fault-tolerant SolrCloud deployments
- Implementing load balancing for search requests
- Setting up failover and continuous processing
SolrCloud Administration and Monitoring
- Utilizing administrative interfaces for SolrCloud management
- Monitoring cluster health and performance metrics
- Diagnosing errors and resolving issues
- Optimizing ongoing cluster operations
Practical SolrCloud Workshop
- Hands-on deployment of a SolrCloud cluster on AWS
- Creating collections and managing shards
- Configuring replication and failover scenarios
- Testing distributed search operations
Course Review and Best Practices
- Reflecting on SolrCloud architectural choices
- Performance and operational recommendations
- Addressing common deployment challenges
- Roadmap for advanced SolrCloud administration
Requirements
- Familiarity with core search concepts
- Foundational knowledge of Java
