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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Large Data Volumes and Performance20%- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
Topic 2: Data Integration20%- Integration patterns and technologies
  • 1. Synchronous vs asynchronous, batch vs real-time
  • 2. APIs, middleware and external systems integration
- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
- External data sources
  • 1. External Objects, OData and virtual data access
Topic 3: Data Modeling and Database Design25%- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification
- Data model design for Customer 360
  • 1. Scalable design aligned with security and sharing model
  • 2. Objects, fields, relationships and object features
- Data skew prevention
  • 1. Avoid record locking, sharing issues and excessive parent-child relationships
- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
Topic 4: Master Data Management5%- Golden record and system of truth
  • 1. Establishing single source of truth in single org
- MDM implementation approaches
  • 1. Harmonization, consolidation, survivorship rules and thresholds
  • 2. Canonical modeling and hierarchy management
Topic 5: Data Governance, Quality and Security15%- Data security and compliance
  • 1. Access control, encryption, compliance and audit
- Data governance framework
  • 1. Policies, standards, ownership and stewardship
- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
Topic 6: Data Migration15%- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage

Salesforce Certified Platform Data Architect Sample Questions:

1. Based on government regulations, a Salesforce customer plans to implement the following in Salesforce for compliance:
- Access to customer information based on record ownership
- Ability for customers to request removal of their information from
Salesforce
- Prevent users from accessing Salesforce from outside company network
(virtual private network, or VPN)
What should a data architect recommend to address these requirements?

A) Implement IP restrictions, sharing settings, and custom Apex to support customer requests.
B) Contact Salesforce support to restrict access only with VPN and other requirements
C) Allow users access to Salesforce through a custom web application hosted within VPN.
D) Implement Salesforce shield with Event Monitoring to address the requirement.


2. Universal Containers (UC) loads bulk leads and campaigns from third-party lead aggregators on a weekly and monthly basis. The expected lead record volume is 500K records per week, and the expected campaign records volume is 10K campaigns per week. After the upload, Lead records are shared with various sales agents via sharing rules and added as Campaign members via Apex triggers on Lead creation. UC agents work on leads for 6 months, but want to keep the records in the system for at least 1 year for reference. Compliance requires them to be stored for a minimum of 3 years. After that, data can be deleted. What statement is true with respect to a data archiving strategy for UC?

A) UC can leverage a "tier"-based approach to classify the record storage need.
B) UC can leverage the Salesforce Data Backup and Recovery feature for data archival needs.
C) UC can leverage recycle bin capability, which guarantees record storage for 15 days after deletion.
D) UC can store long-term lead records in custom storage objects to avoid counting against storage limits.


3. Universal Containers (UC) requires 2 years of customer related cases to be available on SF for operational reporting. Any cases older than 2 years and upto 7 years need to be available on demand to the Service agents. UC creates 5 million cases per yr. Which 2 data archiving strategies should a data architect recommend? Choose 2 option

A) Sync cases older than 2 years to an external database, and provide access to Service agents to the database
B) Use Heroku and external objects to display cases older than 2 years and bulk API to hard delete from Salesforce.
C) Use Big objects for cases older than 2 years, and use nightly batch to move them.
D) Use custom objects for cases older than 2 years and use nightly batch to move them.


4. Universal Containers uses Apex jobs to create leads in Salesforce. The business team has requested that lead creation failures should be reported to them. Which option does Apex provide to report errors from this Apex job?

A) Use AppExchange package to clean lead information before Apex job processes them.
B) Use Apex services to email failures to business when error occurs.
C) Save Apex errors in a custom object, and allow access to this object for reporting.
D) Use Custom Object to store leads, and allow unprocessed leads to be reported.


5. What is the purpose of Shield Platform Encryption?

A) Improve performance
B) Deduplicate records
C) Backup data
D) Encrypt data at rest


Solutions:

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

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