최신Data-Architect최신덤프인기덤프문제다운

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IT업계에 계속 종사할 의향이 있는 분들께 있어서 국제공인 자격증 몇개를 취득하는건 반드시 해야하는 선택이 아닌가 싶습니다. Salesforce Data-Architect 시험은 국제공인 자격증시험의 인기과목으로서 많은 분들이 저희Salesforce Data-Architect덤프를 구매하여 시험을 패스하여 자격증 취득에 성공하셨습니다. Salesforce Data-Architect 시험의 모든 문제를 커버하고 있는 고품질Salesforce Data-Architect덤프를 믿고 자격증 취득에 고고싱~!

Salesforce Data-Architect Exam Syllabus Topics:

Section	Objectives
Master Data Management (MDM)	- MDM architecture 1. Data synchronization approaches 2. Golden record design
Data Governance and Management	- Data quality management 1. Deduplication strategies 2. Data validation rules - Security and compliance 1. Data access controls 2. Regulatory compliance considerations
Data Modeling and Database Design	- Salesforce data model design 1. Schema design for scalability 2. Standard and custom objects usage - Data modeling concepts 1. Normalization and denormalization strategies 2. Relational vs. non-relational data design
Large Data Volume and Performance	- Scalability considerations 1. Indexing and query optimization 2. Bulk data processing strategies
Data Integration	- Salesforce integration tools 1. MuleSoft and REST/SOAP APIs 2. Platform events and change data capture - Integration patterns 1. ETL vs real-time integration 2. API-based integration strategies

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Data-Architect최신버전 덤프문제 - Data-Architect높은 통과율 시험덤프공부

PassTIP는 IT업계에서 유명한 IT인증자격증 공부자료를 제공해드리는 사이트입니다. 이는PassTIP 의 IT전문가가 오랜 시간동안 IT인증시험을 연구한 끝에 시험대비자료로 딱 좋은 덤프를 제작한 결과입니다. Salesforce인증 Data-Architect덤프는 수많은 덤프중의 한과목입니다. 다른 덤프들과 같이Salesforce인증 Data-Architect덤프 적중율과 패스율은 100% 보장해드립니다. Salesforce인증 Data-Architect시험에 도전하려는 분들은PassTIP 의Salesforce인증 Data-Architect덤프로 시험을 준비할것이죠?

최신 Salesforce Application Architect Data-Architect 무료샘플문제 (Q156-Q161):

질문 # 156
Northern Trail Outfitters (NTO) has implemented Salesforce for its sales users. The opportunity management in Saiesforce Is implemented as follows:
1. Sales users enter their opportunities in Salesforce for forecasting and reporting purposes.
2. NTO has a product pricing system (PPS) that is used to update the Opportunity Amount field on opportunities on a daily basis.
3. PPS is the trusted source within NTO for Opportunity Amount.
4. NTO uses Opportunity Forecast for its sales planning and management.
Sales users have noticed that their updates to the Opportunity Amount field are overwritten when PPS updates their opportunities.
How should a data architect address this overwriting issue?

A. Change PSS integration to update only Opportunity Amount field when the value is null.
B. Change Opportunity Amount field access to Read Only for sales users field-level security.
C. Create a custom field for Opportunity amount that sales users update separating the field that PPS updates.
D. Create a custom field for Opportunity amount that PSS updates separating the field sales user updates.

정답：B

질문 # 157
All accounts and opportunities are created in Salesforce. Salesforce is integrated with three systems:
* An ERP system feeds order data into Salesforce and updates both Account and Opportunity records.
* An accounting system feeds invoice data into Salesforce and updates both Account and Opportunity records.
* A commission system feeds commission data into Salesforce and updates both Account and Opportunity records.
How should the architect determine which of these systems is the system of record?

A. Whatever integration data flow runs last will, by default, determine which system is the system of record.
B. Data flows should be reviewed with the business users to determine the system of record per object or field.
C. Account and opportunity data originates in Salesforce, and therefore Salesforce is the system of record.
D. Whatever system updates the attribute or object should be the system of record for that field or object.

정답：B

설명：
Option D is correct because data flows should be reviewed with the business users to determine the system of record per object or field1. The system of record is the authoritative source of data for a given entity or attribute2. It may vary depending on the business context and requirements. Option A is not correct because account and opportunity data originates in Salesforce, but it may not be the system of record for all attributes or objects if they are updated by other systems2. Option B is not correct because whatever system updates the attribute or object may not be the system of record for that field or object if there are conflicting or overlapping updates from other systems2. Option C is not correct because whatever integration data flow runs last may not determine which system is the system of record if there are different business rules or logic applied by different systems2.

질문 # 158
Universal Containers has a large volume of Contact data going into Salesforce.com. There are 100,000 existing contact records. 200,000 new contacts will be loaded. The Contact object has an external ID field that is unique and must be populated for all existing records. What should the architect recommend to reduce data load processing time?

A. Load all records via the Upsert operation to determine new records vs. existing records.
B. Delete all existing records, and then load all records together via the Insert operation.
C. Load new records via the Insert operation and existing records via the Update operation.
D. Load Contact records together using the Streaming API via the Upsert operation.

정답：C

설명：
Loading new records via the Insert operation and existing records via the Update operation will allow using the external ID field as a unique identifier and avoid any duplication or overwriting of records. This is faster and safer than deleting all existing records or using the Upsert operation, which might cause conflicts or errors
.

질문 # 159
NTO has implemented salesforce for its sales users. The opportunity management in salesforce is implemented as follows:
1. Sales users enter their opportunities in salesforce for forecasting and reporting purposes.
2. NTO has a product pricing system (PPS) that is used to update opportunity amount field on opportunities on a daily basis.
3. PPS is the trusted source within the NTO for opportunity amount.
4. NTO uses opportunity forecast for its sales planning and management.
Sales users have noticed that their updates to the opportunity amount field are overwritten when PPS updates their opportunities.
How should a data architect address this overriding issue?

A. Change opportunity amount field access to read only for sales users using field level security.
B. Create a custom field for opportunity amount that sales users update separating the fields that PPS updates.
C. Create a custom field for opportunity amount that PPS updates separating the field that sales user updates.
D. Change PPS integration to update only opportunity amount fields when values is NULL.

정답：A

질문 # 160
Get Cloud Consulting needs to integrate two different systems with customer records into the Salesforce Account object. So that no duplicate records are created in Salesforce, Master Data Management will be used.
An Architect needs to determine which system is the system of record on a field level.
What should the Architect do to achieve this goal?

A. Any field that is an input field in either external system will be overwritten by the last record integrated and can never have a system of record.
B. Master Data Management systems determine system of record, and the Architect doesn't have to think about what data is controlled by what system.
C. Key stakeholders should review any fields that share the same purpose between systems to see how they will be used in Salesforce.
D. The database schema for each external system should be reviewed, and fields with different names should always be separate fields in Salesforce.

정답：C

설명：
Key stakeholders from both systems should collaborate with the Architect to determine which system is the system of record on a field level is what the Architect should do to achieve this goal of integrating two different systems with customer records into the Salesforce Account object using Master Data Management.
The system of record is the authoritative source of truth for a given entity or field in a given context. Different systems may have different levels of accuracy, completeness, timeliness, or relevance for different fields.
Therefore, it is important to involve key stakeholders from both systems who have knowledge and expertise about their data quality and business needs to decide which system should be the system of record for each field. The Architect should facilitate this collaboration and document the decisions and rationale for each field.
The other options are not correct or feasible, as they would either delegate or abdicate the responsibility of determining the system of record, ignore or disregard the input from key stakeholders, or assume or impose a default system of record without considering the data quality and business needs.

질문 # 161
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2026 PassTIP 최신 Data-Architect PDF 버전 시험 문제집과 Data-Architect 시험 문제 및 답변 무료 공유: https://drive.google.com/open?id=1gRaBr9vwEaXqD3utftyN6kedipegRcqa