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Broadcom 250-608 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Performance Tuning and Optimization20-25%- Query Analysis
  • 1. Statistics collection (ANALYZE)
  • 2. Query profiling tools
  • 3. EXPLAIN ANALYZE interpretation
- Resource Management
  • 1. Resource queues configuration
  • 2. Memory management across segments
  • 3. Concurrency control
- Performance Best Practices
  • 1. Vacuum and analyze operations
  • 2. Workload management
  • 3. Compression strategies
Topic 2: Greenplum Architecture and Design20-25%- Storage and Memory Architecture
  • 1. Columnar vs row-oriented storage
  • 2. Resource queue management
  • 3. Append-optimized tables
- MPP Architecture Overview
  • 1. Data distribution strategies (hash, random, round-robin)
  • 2. Interconnect communication
  • 3. Segment servers and master node architecture
Topic 3: Monitoring and Troubleshooting15-20%- System Monitoring
  • 1. Log management
  • 2. gp_toolkit usage
  • 3. Performance monitoring views
- Common Issues and Solutions
  • 1. Query cancellation and deadlocks
  • 2. Disk space problems
  • 3. Interconnect issues
  • 4. Segment failure handling
Topic 4: Installation and Configuration20-25%- Pre-requisites and Planning
  • 1. Disk space planning
  • 2. Network configuration
  • 3. Hardware and OS requirements
- Installation Procedures
  • 1. Post-installation verification
  • 2. Master and segment host setup
  • 3. Greenplum Cluster initialization
Topic 5: Database Management25-30%- Database Operations
  • 1. GPADMIN account management
  • 2. User and role management
  • 3. Creating databases and schemas
- Table Management
  • 1. Indexes and bitmap indexes
  • 2. Table distribution (DISTRIBUTED BY/KEY)
  • 3. Partitioning strategies
- Backup and Recovery
  • 1. Disaster recovery procedures
  • 2. Full vs incremental backup
  • 3. gpcrondump and gpdbrestore

Broadcom Tanzu Greenplum v7 Technical Specialist Sample Questions:

1. What does the gptext-create utility primarily configure?

A) Query rewriting rules
B) Solr collections and schemas
C) New Greenplum segment nodes
D) Network bandwidth usage


2. A data analyst wants to train a logistic regression model in Greenplum to predict customer churn. They've structured a dataset with is_churned as the target and several numeric features.
Which steps should they take to complete model training using MADlib?

A) Export the data to a CSV file and train using scikit-learn
B) Use a SELECT statement to call madlib.logregr_train() on the dataset
C) Create a writable external table to store model predictions
D) Use gpload to load the model weights


3. What are two benefits of performing ML model training directly inside Greenplum using MADlib?
(Choose two)

A) Runs models directly on GPU nodes
B) Eliminates data extraction for model training
C) Automatically generates visualization dashboards
D) Takes advantage of Greenplum's parallel architecture


4. Which of the following is the primary purpose of the Greenplum Command Center (GPCC)?

A) Creating distributed table schemas
B) Managing physical segment storage
C) Running data science workflows and Jupyter notebooks
D) Monitoring and administering Greenplum clusters through a web UI


5. What function would you use in PostGIS to convert text-based coordinates into spatial objects?

A) ST_Transform
B) ST_AsGeoJSON
C) ST_AsText
D) ST_GeomFromText


Solutions:

Question # 1
Answer: B
Question # 2
Answer: B
Question # 3
Answer: B,D
Question # 4
Answer: D
Question # 5
Answer: D

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