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| Section | Objectives |
|---|---|
| Topic 1: Middleware and Integration Platforms | - Integration middleware
|
| Topic 2: Event-Driven Architecture | - Asynchronous integration
|
| Topic 3: Data Integration and Management | - Data transformation and mapping
|
| Topic 4: Security and Identity | - Data security
|
| Topic 5: Integration Architecture Fundamentals | - Integration concepts and patterns
|
| Topic 6: API and Connectivity | - Salesforce APIs
|
>> Exam Questions Integration-Architect Vce <<
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NEW QUESTION # 24
A large enterprise customer is implementing Salesforce. Current systems include ERP for invoicing
/fulfillment and a Marketing solution for email. Associates need to view and log interactions in Salesforce.
Which system should be the system of record for customers and prospects?
Answer: C
Explanation:
To achieve a "Customer 360" view where sales and service associates have the context needed for daily interactions, Salesforce is the logical System of Record (SoR) for customer and prospect engagement.
While the ERP remains the master for financial transactions (invoices) and the Marketing tool masters campaign analytics, Salesforce should house the core "Golden Record" of the customer. This is achieved by integrating relevant data from the ERP (order status, invoice history) and Marketing (lead source, email engagement) into Salesforce. This strategy (Option A) empowers associates to log interactions and view history in one place, fulfilling the primary goal of the CRM implementation while avoiding the complexity of a new custom database (Option B) or trying to force prospect-level engagement data into a rigid ERP (Option C).
NEW QUESTION # 25
An integration architect has been tasked with integrating Salesforce with an on-premises system. Due to some established policies, this system must remain on-premises. What should the integration architect use to build a solution for this requirement?
Answer: A
Explanation:
When data must reside on-premises due to security or compliance policies, but needs to be visible and actionable in Salesforce, the architect should recommend Data Virtualization via Salesforce Connect.
Salesforce Connect allows Salesforce to treat external data as if it were stored natively in the org without ever moving the data into the Salesforce cloud.28 This is achieved by creating External Objects that map to the on-premises data structures. For this to work seamlessly, the on-premises system or a middleware layer must expose the data through a compatible protocol, most commonly the Open Data Protocol (OData).
Option C is incorrect because Salesforce Connect does not natively support ODBC directly; ODBC is a low- level driver protocol, whereas OData is a web-based RESTful protocol designed for cross-platform data exchange. Option B is irrelevant as the data is stated to be on-premises, not in Heroku. By using Salesforce Connect with OData, the architect satisfies the "stay on-premises" policy while providing Salesforce users with real-time, bidirectional access to the data, supporting features like Global Search and related lists without the overhead of data synchronization.
NEW QUESTION # 26
A developer is researching different implementations of the Streaming API (PushTopic, Change Data Capture, Generic Streaming, Platform Events) and asks for guidance. What should the architect consider when making the recommendation?
Answer: B
Explanation:
When recommending a streaming solution, the architect must evaluate how each event type handles Record- Level Security (Sharing). Change Data Capture (CDC) is unique because it ignores sharing settings for record change events. This means all records of an enabled object generate change events, regardless of whether a particular user has access to those records in the Salesforce UI.
While CDC disregards record-level sharing, it does respect Field-Level Security (FLS). Delivered events only include the fields that the subscribing user is permitted to access. This is a critical consideration for integrations: if a system requires a "Master" view of all record changes across the enterprise (such as a data warehouse sync), CDC is the appropriate tool because it ensures no data is missed due to user-specific sharing constraints.
In contrast, PushTopic Events (Option A) provide a fixed payload based on a SOQL query and do not allow a "custom" payload in the same sense as Platform Events. Platform Events (Option C) are published from Apex or external APIs, but CDC is a platform-native feature that broadcasts automatically when a database record is modified, rather than being "published from Apex" by a developer.
NEW QUESTION # 27
The director of customer service at Northern Trail Outfitters (NTO) wants tocapture and trend specific business events that occur in Salesforce in real time. The metrics will be accessed in an ad-hoc manner using an external analytics system. The events that are of interest are:
A customer has initiated a product exchange via a Case A customer service rep clicks on the "Authorize Exchange Product" menu item on the Case A customer has initiated a subscription cancellation via a Case A customer service rep clicks on the "Initiate Refund" menu item on the Case Which two solutions willmeet these business requirements?
Choose 2 answers
Answer: A,B
Explanation:
Outbound Messaging and Platform Events are both suitable solutions for capturing and sending business events from Salesforce to an external system in real time. Outbound Messaging allows you to specify workflow rules that send SOAP messages with field values to designated endpoints1. Platform Events are secure and scalable messages that contain data and can be published and subscribed to using various APIs2. A trigger or a custom Apex controller can be used to publish platform events from Salesforce34. A callout is not a suitable solution because it is a synchronous request that may fail or timeout, and it also consumes API limits. A contract-first Outbound Messaging interface is not a valid option because Outbound Messaging uses a predefined WSDL that cannot be customized
NEW QUESTION # 28
Acustomer imports data from an external system into Salesforce using Bulk API. These jobs have batch sizes of 2000 and are run in parallel mode. The batch fails frequently with the error "Max CPU time exceeded". A smaller batch size will fix this error.
Which two options should be considered when using a smaller batch size?
Choose 2 answers
Answer: B,D
Explanation:
The error "Max CPU time exceeded" occurs when a batch of records takes more than 10 minutes to process in the Bulk API. Using a smaller batch size can reduce the processing time and avoid this error. However, there are some trade-offs to consider when using a smaller batch size, such as:
Answer A is valid because a smaller batch size may cause record-locking errors if multiple batches try toupdate the same records or records that are related by a lookup or master-detail relationship. This can result in concurrency issues and data inconsistency1 Answer B is valid because a smaller batch size may increase the time required to executebulk jobs, as more batches need to be created and processed sequentially. This can affect the performance and efficiency of the integration1 Answer C is not valid because a smaller batch size may not exceed the concurrent API request limits, as the Bulk API does not count against the concurrent request limit. TheBulk API has its own limit on the number ofbatches that can be queued or in progress, which is 5,000 per rolling 24-hour period2 Answer D is not valid because a smaller batch size can trigger "Too many concurrent batches" error only if the number of batches exceeds the limit of 5,000 per rolling 24-hour period. Thiserror is not related to the parallel mode of the Bulk API, which allows up to 10 batches to be processed simultaneously
NEW QUESTION # 29
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