- 1. is the process of connecting different computing systems, applications, and software so that they can work together as a coordinated whole.
A) Data Integration
B) e-commerce platform
C) System Integration
- 2. A company’s Sales System, Inventory System, and Accounting System share data automatically so that when a product is sold, inventory updates and accounting records are adjusted instantly. is an example of
A) Enterprise Integration
B) System Integration
C) Application Integration
- 3. What is one common problem organizations face without integration?
A) Manual updates
B) Slow processes
C) Data duplication
- 4. Which of the following is a benefit of integration?
A) More manual work
B) Automated tasks
C) Increased errors
- 5. How does integration improve accuracy?
A) Through real-time, consistent data
B) By adding more systems
C) By increasing manual input
- 6. What happens to processes in an organization that lacks integration?
A) They slow down
B) They operate in real time
C) They fully automate
- 7. Which benefit of integration helps departments work together smoothly?
A) Manual data entry
B) Collaboration
C) System isolation
- 8. What is a common issue when data is stored in separate systems?
A) Data duplication
B) Unified data
C) Automated processes
- 9. It is the process of connecting different computing systems so they can work together as one coordinated whole.
A) Digital Processing
B) System Integration
C) System Automation
- 10. This integration technology uses HTTP, is lightweight, and is widely used in modern applications.
A) WSDL
B) REST
C) XML-RPC
- 11. A technology that acts as a “bridge” connecting different systems or databases.
A) Switch
B) Firewall
C) Middleware
- 12. Which integration tool extracts data from a source, transforms it, and loads it into a data warehouse?
A) REST API
B) Load Balancer
C) ETL Tool
- 13. A central communication backbone that routes, transforms, and manages messages between systems.
A) Switchboard
B) Enterprise Service Bus (ESB)
C) Data Hub
- 14. This web service protocol is XML-based, secure, but more complex.
A) REST
B) SOAP
C) JSON
- 15. Tool used to create, secure, publish, and monitor APIs.
A) Compiler
B) API Management Tool
C) CDN
- 16. A cloud-based integration platform that allows connecting apps without coding.
A) Zapier
B) BIOS
C) Visual Basic
- 17. Microsoft’s integration tool used to manage enterprise data workflows (part of SQL Server).
A) MS DOS
B) SSIS
C) OneDrive
- 18. Technology that allows systems to communicate over the internet using standardized protocols.
A) Router
B) Hypervisor
C) Web Services
- 19. This integration approach reduces errors by enabling real-time, consistent data sharing between systems.
A) Virtualization
B) Web Caching
C) System Integration
- 20. Example of an API management tool.
A) Postman
B) WinRAR
C) Oracle Java
- 21. A platform used for message brokering in middleware.
A) Windows Media Player
B) MuleSoft
C) VLC
- 22. This challenge occurs when systems cannot easily exchange data due to different formats or vendor technologies.
A) Port Forwarding
B) Network Cabling Fault
C) System Compatibility Issue
- 23. It ensures that data passed during integration is safe through authentication, encryption, and access control.
A) Data Security
B) Data Typing
C) Data Sorting
- 24. This technologies are frameworks and standards that make systems work together smoothly.
A) Integration Technologies
B) Middleware
C) Web Services
- 25. is a central communication backbone that allows different applications to interact through a unified bus system.
A) Middleware
B) API Management Tools
C) Enterprise Service Bus (ESB)
- 26. Apache Camel, Mule ESB, WSO2 ESB is an example of
A) Enterprise Service Bus (ESB)
B) Middleware
C) API Management Tools
- 27. Used to create, secure, and monitor APIs that connect systems.
A) ETL (Extract, Transform, Load) Tools
B) Cloud-Based Integration Tools
C) API Management Tools
- 28. Used in data integration — extract data from sources, transform it, and load into a data warehouse.
A) Cloud-Based Integration Tools
B) API Management Tools
C) ETL (Extract, Transform, Load) Tools
- 29. Allow integration of cloud apps and on-premise systems.
A) ETL (Extract, Transform, Load) Tools
B) API Management Tools
C) Cloud-Based Integration Tools
- 30. CRM connected with email automation tools
A) Application Integration
B) Enterprise Integration
C) Data Integration
- 31. the process of combining data from different sources to provide a unified view.
A) Data Processing
B) Data Integration
C) Data Migration
- 32. The process of moving data from one system to another is known as:
A) Data Conversion
B) Data Cleaning
C) Data Migration
- 33. When a university combines enrollment, LMS, and library data into a single dashboard, this is an example of:
A) Application Migration
B) Data Integration
C) Data Synchronization
- 34. Migrating data from MySQL to Azure SQL Database is an example of:
A) Database Migration
B) Business Process Migration
C) Format Migration
- 35. Which type of data integration involves humans manually copying or importing CSV files?
A) Common Storage Integration
B) Middleware-Based Integration
C) Manual Data Integration
- 36. Which integration approach uses APIs, webhooks, or microservices to exchange data?
A) Application-Based Integration
B) Middleware-Based Integration
C) Storage Integration
- 37. A reporting tool that reads data directly from multiple databases without copying it uses:
A) Cloud Migration
B) Uniform Data Access Integration
C) Database Federation
- 38. Which widely used model copies data from different sources into a central repository like a data warehouse?
A) Distributed Storage
B) Common Storage Integration
C) Uniform Data Access
- 39. Moving data from local disk storage to cloud storage is an example of:
A) Storage Migration
B) System Upgrade
C) Cloud Transformation
- 40. Migrating from an on-premise ERP to SAP S/4HANA Cloud is what type of migration?
A) Database Migration
B) Business Process Migration
C) Application Migration
- 41. The ETL process performs transformations at what stage?
A) After loading
B) During mapping
C) Before loading
- 42. Which ETL/ELT tool is commonly used in cloud-based transformations?
A) MySQL Workbench
B) AWS Glue
C) NetBeans
- 43. Duplicate records, incomplete data, and wrong formats are examples of:
A) Data Quality Issues
B) Schema Mismatch
C) Integration Errors
- 44. Matching fields such as student_fname → first_name refers to:
A) Data Mapping
B) Data Warehousing
C) Data Profiling
- 45. Which real-world example involves integrating payment gateways, inventory systems, and delivery partners?
A) Government Portals
B) E-commerce Platforms
C) University Enrollment Systems
- 46. Moving data from MySQL (local server) to Azure SQL Database (cloud). is an example of
A) Data Integration
B) Application-Based Integration
C) Data Migration
- 47. Company merges and adopts new HR and payroll systems.
A) Cloud Migration
B) Application Migration
C) Business Process Migration
- 48. What security threat occurs when a hacker intercepts data traveling between integrated systems?
A) API Rate Limiting
B) Injection Attack
C) Man-in-the-Middle (MITM) Attack
- 49. Which core security control verifies who is trying to access a system?
A) Authentication
B) Authorization
C) Logging
- 50. Which compliance standard protects the personal data of EU citizens
A) Data Privacy Act of 2012
B) HIPAA
C) GDPR
- 51. What security mechanism protects data so that only authorized systems can read it, either in transit or at rest?
A) Logging and Monitoring
B) Encryption
C) API Gateway
- 52. Which integration architecture model follows the principle “Never trust, always verify”?
A) Message Queue
B) Zero Trust Architecture
C) Firewall Filtering
- 53. exposed publicly without proper security can be exploited.
A) Man-in-the-Middle Attacks (MITM)
B) Data Leakage
C) API Attacks
- 54. Weak authentication lets attackers enter integrated systems.
A) Misconfigured Cloud Components
B) Unauthorized Access
C) Injection Attacks
- 55. Sensitive data transferred without encryption gets exposed.
A) API Attacks
B) Data Leakage
C) Injection Attacks
- 56. Malicious data sent through APIs or middleware to corrupt systems.
A) Misconfigured Cloud Components
B) API Attacks
C) Injection Attacks
- 57. Cloud-based integrations left public accidentally.
A) Injection Attacks
B) Data Leakage
C) Misconfigured Cloud Components
- 58. 4111-1111-1111-1234 → --****-1234
A) Logging and Monitoring
B) Data Masking and Tokenization
C) API Security
- 59. Protects personal data of Filipinos.
A) ISO 27001
B) HIPAA
C) Data Privacy Act 2012
- 60. Protects confidential health information.
A) HIPAA
B) ISO 27001
C) Data Privacy Act 2012
- 61. Framework for managing information security.
A) HIPAA
B) ISO 27001
C) Data Privacy Act 2012
- 62. is the blueprint that outlines how different software applications, systems, and data sources within an organization are connected to work together.
A) Monolith Architecture
B) Integration Architecture
C) N-tier Architecture
- 63. All-in-one system, single codebase
A) Integration Architecture
B) N-tier Architecture
C) Monolithic Architecture
- 64. Online banking apps connecting to bank servers
A) N-tier Architecture
B) Client-Server Model
C) Monolithic Architecture
- 65. Clients request services from a central server
A) N-tier Architecture
B) Monolithic Architecture
C) Client-Server Model
- 66. Web app (React frontend → Node.js backend → MySQL database)
A) N-tier Architecture
B) Monolithic Architecture
C) Client-Server Model
- 67. Multi-layer system (presentation, business logic, database)
A) Client-Server Model
B) Monolithic Architecture
C) N-tier Architecture
- 68. Systems built from independent services
A) Service-Oriented Architecture
B) Client-Server Model
C) Monolithic Architecture
- 69. Small, independent services communicating via APIs
A) Service-Oriented Architecture
B) Client-Server Model
C) Microservices
- 70. software layer between OS and applications.
A) Data Translation
B) Microservices
C) Middleware
- 71. •Converts data formats between different systems.
A) Messaging Services
B) Data Translation
C) Authentication & Authorization
- 72. a set of rules that allow different software applications to communicate with each other
A) API
B) REST
C) GDPR
- 73. also called Web Services is an extensively used API over the web and can be easily accessed using the HTTP protocols.
A) API
B) WEB API
C) REST
- 74. In this type of API, the programmers get the local middleware services.
A) API
B) WEB API
C) LOCAL API
- 75. It makes a remote program appear to be local by making use of RPCs (Remote Procedural Calls).
A) API
B) WEB API
C) PROGRAM API
- 76. All systems working together (payment, inventory, shipping) to complete a transaction is an example of:
A) System Integration
B) System Isolation
C) Manual Processing
- 77. Bank-to-bank communication.
A) REST
B) SOAP
- 78. Simplifies complex integrations by routing, transforming, and managing messages.
A) WEB services
B) ESB
C) Middleware
- 79. Talend, Informatica, Microsoft SSIS, Pentaho are examples of
A) ESB
B) ETL
- 80. Postman, Apigee (Google), Kong, AWS API Gateway are examples of
A) API Management Tools
B) ESB
C) ETL
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