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Course Outline
- File Document Storage (Cloud Storage)
- Key Features: Optical Character Recognition (OCR), Scalability, Advanced Search Capabilities, and More
- Open Source Examples: Nextcloud, OwnCloud
- Commercial Examples: Microsoft OneDrive for Business, Google Drive for Work
- Flat File Storage
- XML Databases: eXist-db, BaseX
- CSV Databases: Flatfile, SuperCSV
- Relational Databases
- Normalization Techniques and Best Practices
- Data Dependencies and Constraints
- Scalability Solutions: Replication, Clustering
- Open Source and Commercial Software: MySQL, PostgreSQL, DM7, Oracle, etc.
- NoSQL Storage
- Document-Oriented Databases: MongoDB, CouchDB
- Column-Oriented Databases: Cassandra, ScyllaDB
- Search-Oriented Databases: Elasticsearch
- NewSQL
- CAP Theorem and Its Implications for Database Design
- Open Source Software: SequoiaDB, CockroachDB
- Search Engines
- Key Features: Text Processing, Relevance Scoring, and More
- Open Source Examples: Apache Solr, Elasticsearch
- Scalability, High Availability, Load Balancing, and Other Advanced Capabilities
- Traditional Data Warehouses
- Business Intelligence, Online Transaction Processing (OLTP), and Data Warehousing
- Open Source and Commercial Solutions: Apache Hive, Snowflake, Amazon Redshift
- MapReduce and Distributed Parallel Processing
- Hadoop-Like Technologies: Apache Hive, Hadoop File System (HDFS), Impala
- Distributed File Systems
- Overview of Open Source Options: Ceph, GlusterFS
- In-Memory Databases
- Open Source Solutions: Apache Ignite, Redis
- Other Technologies
- Hypertable (Similar to Google Bigtable)
- BigQuery
- AWS Solutions: Amazon S3, Amazon RDS, and More
- Beyond the Present: Future Trends in Data Storage and Management for Government
Requirements
While no technical expertise is necessary, a basic understanding of database concepts, such as SQL, is beneficial for comprehending the examples provided in this document for government use.
7 Hours
Testimonials (2)
I liked that he had actual know how of when to use each technology, that's valuable.
Radu Mazilu - eMAG IT Research
Course - Which data storage to choose - from flat files, through SQL, NoSQL to massive distributed systems
The Trainer Subject Knowledge