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Salesforce Plat-Arch-201 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Large Data Volumes and Performance	20%	- Query and performance optimization 1. Indexing, selective queries and avoiding performance bottlenecks - LDV architecture design 1. Data distribution, archiving and partitioning strategies - Storage and scalability planning 1. Data volume growth planning and storage limits
Topic 2: Master Data Management	5%	- 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 3: Data Modeling and Database Design	25%	- Object type selection 1. Standard/custom objects vs Big Objects: use cases, pros and cons - Data skew prevention 1. Avoid record locking, sharing issues and excessive parent-child relationships - Data model design for Customer 360 1. Objects, fields, relationships and object features 2. Scalable design aligned with security and sharing model - Metadata management 1. Business dictionary, data lineage, taxonomy and classification
Topic 4: Data Integration	20%	- Integration patterns and technologies 1. Synchronous vs asynchronous, batch vs real-time 2. APIs, middleware and external systems integration - External data sources 1. External Objects, OData and virtual data access - Data synchronization and consistency 1. Conflict resolution, data consistency and idempotency
Topic 5: Data Governance, Quality and Security	15%	- Data security and compliance 1. Access control, encryption, compliance and audit - Data quality management 1. Profiling, monitoring, cleansing and enrichment - Data governance framework 1. Policies, standards, ownership and stewardship
Topic 6: Data Migration	15%	- Migration execution and tools 1. Data loader, ETL tools and bulk API usage - Data quality and validation 1. Cleaning, deduplication and post-migration verification - Migration strategy and planning 1. Assessment, mapping, validation and rollback planning

Salesforce Certified Platform Data Architect Sample Questions:

Question 1

Universal Container is Implementing salesforce and needs to migrate data from two legacy systems. UC would like to clean and duplicate data before migrate to Salesforce. Which solution should a data architect recommend a clean migration?

A. Define external IDs for an object, migrate second database to first database, and load into Salesforce.
B. Define duplicate rules in Salesforce, and load data into Salesforce from both databases.
C. Define external IDs for an object, Insert data from one database, and use upsert for a second database
D. Set up staging data base, and define external IDs to merge, clean duplicate data, and load into Salesforce.

Question 2

Get Cloudy Consulting monitors 15,000 servers, and these servers automatically record their status every 10 minutes. Because of company policy, these status reports must be maintained for
5 years. Managers at Get Cloudy Consulting need access to up to one week's worth of these status reports with all of their details. An Architect is recommending what data should be integrated into Salesforce and for how long it should be stored in Salesforce. Which two limits should the Architect be aware of? (Choose two.)

A. Webservice callout limits
B. Workflow rule limits
C. Data storage limits
D. API Request limits

Question 3

Which integration pattern is synchronous?

A. Fire-and-forget
B. Request-reply
C. Event-driven
D. Batch processing

Question 4

Universal Containers (UC) has multi-level account hierarchies that represent departments within their major Accounts. Users are creating duplicate Contacts across multiple departments. UC wants to clean the data so as to have a single Contact across departments. What two solutions should UC implement to cleanse their data? Choose 2 answer

A. Use Data.com to standardize Contact address information to help identify duplicates.
B. Make use of the Merge Contacts feature of Salesforce to merge duplicates for an Account.
C. Make use of a third-party tool to help merge duplicate Contacts across Accounts.
D. Use Workflow rules to standardize Contact information to identify and prevent duplicates.

Question 5

Cloud Kicks has the following requirements:
- Data needs to be sent from Salesforce to an external system to
generate invoices from their Order Management System (OMS).
- A Salesforce administrator must be able to customize which fields
will be sent to the external system without changing code.
What are two approaches for fulfilling these requirements? (Choose two.)

A. An Outbound Message to determine which fields to send to the OMS.
B. Enable the field -level security permissions for the fields to send.
C. A set<sobjectFieldset> to determine which fields to send in an HTTP callout.
D. A Field Set that determines which fields to send in an HTTP callout.

Solutions:

Question 1
Answer: D

Question 2
Answer: C,D

Question 3
Answer: B

Question 4
Answer: A,C

Question 5
Answer: A,D