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WGU D412 Network Analytics and Troubleshooting Complete Solutions Guide WGU D412 Network Analytics and Troubleshooting Complete Solutions Guide
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Functional Dependency โ Relationship where one attributeโs value determines anotherโs Determinant โ Attribute used to determine the value of another attribute Candidate Key โ Unique, minimal attribute(s) that identify every non-key attribute Primary Key โ Column(s) used to uniquely identify a row Foreign Key โ Non-unique key that references a primary key SQL LANGUAGE CATEGORIES DDL (Data Definition Language) โ Defines & manages database structures (CREATE, DROP, ALTER, TRUNCATE, RENAME) DML (Data Manipulation Language) โ Adds, deletes, modifies stored data DCL (Data Control Language) โ Manages users, permissions, access TCL (Transaction Control Language) โ COMMIT and ROLLBACK DQL (Data Query Language) โ Retrieves data VIEWS & METADATA Materialized View โ Stored view; uses memory; updates when base data changes Virtual View โ Not stored; computed when accessed Metadata โ Data about data (tables, columns, data types) Base Table โ Table referenced in a view DATABASE STORAGE & ACCESS Table Scan โ Reads table blocks directly Index Scan โ Reads index blocks to locate table data Binary Search โ Index search by repeatedly splitting in half Tablespace โ Maps tables to a single physical file
Logical Design โ Defines tables, columns, keys (schema) Physical Design โ Defines storage, indexes, partitions Entity Class โ Blueprint describing entity structure Normalization โ Reduces redundancy; each determinant must be a candidate key Denormalization โ Combines tables to improve performance (adds redundancy) NORMAL FORMS 1NF โ One value per cell 2NF โ No partial dependencies 3NF โ No transitive dependencies BCNF โ Every determinant is a candidate key INDEXES Primary (Clustering) Index โ Sparse, sorted column Secondary Index โ Dense, non-sorted column Dense Index โ Entry for every row Sparse Index โ Entry per block B+ Tree โ All values in leaf nodes B-Tree โ Values may appear in higher levels Hash Index โ Uses hash function & buckets Bitmap Index โ Grid of bits Multi-Column Index โ Composite index PARTITIONING Partition โ Subset of table data Horizontal Partition โ Subset of rows Vertical Partition โ Subset of columns Range Partition โ VALUES LESS THAN List Partition โ VALUES IN
Operational Data โ Real-time, detailed, transactional Analytic Data โ Summarized, historical Data Warehouse โ Optimized for analytics Data Mart โ Subject-specific warehouse Data Lake โ Raw, unprocessed data ETL Process โ Extract โ Clean โ Integrate โ Restructure โ Load ENTITY-RELATIONSHIP MODELING ER Model โ Conceptual framework ER Diagram โ Visual representation Weak Entity โ Depends on another entity Strong Entity โ Exists independently Subtype Entity โ IS-A relationship Cardinality โ Min & max participation Referential Integrity โ FK must match PK or be NULL JOINS & SET OPERATORS Inner Join โ Matching rows only Left Outer Join โ Left table unmatched included Right Outer Join โ Right table unmatched included Full Outer Join โ All unmatched included Cross Join โ Cartesian product UNION โ Combines query results ADVANCED CONCEPTS Federated Database โ Multiple databases under middleware Global Catalog โ Directory of federated objects Database Wrapper โ Translates queries per DB
Nickname โ Federated object name User Mapping โ Maps users across systems