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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Secure Integration and Data Integration | 25% | - Implement secure integration solutions
|
| Topic 2: Integration Architecture | 24% | - Design a scalable integration architecture
|
| Topic 3: Integration Patterns and Strategy | 20% | - Identify the appropriate integration pattern needed for a given scenario
|
| Topic 4: Integration Solutions Use Cases and Design | 31% | - Design integration solutions using middleware
|
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질문 # 13
A company needs to be able to send data from Salesforce to a home grown system behind a corporate firewall. The data needs to be pushed only one way and doesn't need to be sent in real time. The average volume is 2 million records per day.
What should an integration architect consider when choosing the right option in building the integration between the external system and Salesforce?
정답：A
질문 # 14
A customer imports data from an external system into Salesforce using Bulk API. These jobs have batch sizes of 2,000 and are run in parallel mode. The batches fail frequently with the error "Max CPU time exceeded". A smaller batch size will fix this error. What should be considered when using a smaller batch size?
정답：C
설명：
The Bulk API is designed to process massive datasets by breaking them into smaller batches that Salesforce processes asynchronously. When a batch fails with the "Max CPU time exceeded" error, it typically indicates that the complexity of the operations triggered by the record-such as Apex triggers, Flows, or complex sharing calculations-exceeds the 10,000ms limit within a single transaction.
Reducing the batch size is the standard architectural remedy because it reduces the number of records processed in a single transaction, thereby lowering the total CPU time consumed by those records. However, the architect must consider the impact on the overall throughput and execution time.
When batch sizes are smaller, the total number of batches required to process the same dataset increases. For instance, moving from a batch size of 2,000 to 200 for a 1-million-record dataset increases the number of batches from 500 to 5,000. Each batch carries its own overhead for initialization and finalization within the Salesforce platform. Consequently, while the individual batches are more likely to succeed, the total time required to complete the entire job will increase.
The architect should also be aware of the daily limit on the total number of batches allowed (typically 15,000 in a 24-hour period). While Option C mentions API request limits, the Bulk API is governed more strictly by its own batch limits. Option B is less likely because "parallel mode" naturally manages concurrency. Thus, the primary trade-off the architect must present to the business is a gain in reliability (successful processing) at the cost of total duration (increased sync time).
질문 # 15
Which three considerations should an Integration Architect consider when recommending Platform Event as a Integration solution?
Choose 3 answers
정답：A,B,D
질문 # 16
Northern Trail Outfitters (NTO) uses different shipping services for each of the 34 countries it serves.
Services are added and removed frequently. Sales representatives globally need to select between valid service (s) for the customer's country and request shipping estimates. Which solution should an architect propose?
정답：C
설명：
When external services are highly volatile (added/removed frequently), the goal is to decouple the Salesforce UI from the underlying service logic. An Integration Architect should propose invoking a middleware service to retrieve the valid shipping methods.
By using middleware (such as an ESB or MuleSoft) as an abstraction layer, Salesforce doesn't need to "know" the details of the 34 different shipping providers. When a sales rep selects a country, Salesforce makes a single callout to the middleware. The middleware then performs the routing logic to identify which shippers are active for that region and returns a standardized list to Salesforce.
Option A is a "maintenance nightmare"; every time a shipping service changes in any of the 34 countries, an admin would need to manually update picklist values and dependencies in Salesforce, which is not scalable.
Option C (Platfor31m Events) is an asynchronous pattern unsuitable for a real-time "request-reply" scenario where a rep is waiting for an estimate during a live customer interaction. Utilizing middleware centralizes the logic, simplifies Salesforce configuration, and allows NTO to change shipping providers without any code deployments or metadata updates in the Salesforce org.
질문 # 17
An enterprise customer is implementing Salesforce for Case Management. Based on the landscape (Email, Order Management, Data Warehouse, Case Management), what should the integration architect evaluate?
정답：B
설명：
The evaluation of an integration landscape is a process of rationalization. The goal is to identify which legacy systems Salesforce will replace (System Retirement) and which systems it must coexist with (Integration).
In this scenario, Salesforce is being implemented for Case Management. Salesforce Service Cloud is the industry leader for this specific function. Therefore, the legacy Case Management System should be retired.
Any architecture that suggests "integrating" Salesforce with the legacy Case Management system (Options A and B) is creating a redundant and complex "dual-master" scenario that increases technical debt.
To provide a successful support experience, Salesforce needs to be the central "Engagement Layer," which requires integration with the remaining ecosystem:
* Email Management System: To support "Email-to-Case" and ensure all customer communications are captured within the Salesforce Case record.
* Order Management System (OMS): Support agents often need to verify purchase history or shipping status to resolve a case. A "Data Virtualization" or "Request-Reply" integration with the OMS is vital.
* Data Warehouse: For long-term historical reporting and cross-functional analytics, Salesforce must push case data to the enterprise Data Warehouse.
By evaluating the integration with the Data Warehouse, Order Management, and Email Management systems, the architect ensures that Salesforce is enriched with the context it needs to resolve cases while simultaneously retiring the redundant legacy support system.
질문 # 18
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