Apache Accumulo Training (AAT) – Perfil
Esquema Detallado del Curso
Module 1: Introduction to Accumulo
- NoSQL concepts
- Other NoSQL datastores
- What is special about Accumulo: design goals and implementation
Module 2: Installation and quick start
- Environment pre-requisits
- Accumulo configuration
- Process control scripts
- Shell and monitoring tools
- Lab
Module 3: Accumulo architecture
- Key/Value spaces
- Range scans and filtering
- Tables and tablets
- Internal Accumulo communication
- Anatomy of reads and writes
Module 4: Writing and reading with API
- Rows keys, row values
- Mutations
- Instances and connectors
- Batch operations: Scanner, BatchWriter, BatchScanner
- Lab
Module 5: Accumulo design patterns
- How to present your design
- Flexible schemas
- Use of indexing
- Single-entity tables
- Unique keys
- Design lab
- Time series data
- Use of denormalization
- Joins and pre-joins
- Indices
- Teams lab
Module 6: Hadoop integration
- Using Accumulo with Hadoop and other Hadoop echosystem tools
- Imitating relational operations
- Client-side iterators
- Lab
Module 7: Server-side optimizations
- Iterators
- Constraints
- Initial load (bulk load)
- Lab
Module 8: Cells and partitions
- Domain-specific autorization
- Wide vs tall
- Reasoning about locality
Module 9: Data retrieval patterns
- Statistics
- Query time optimization
- Partitioned joins
Module 10: Data science with Accumulo, conclusion
- Graph search
- Machine learning
- Geo information
- Administration and performance optimization
