1. What is a major improvement in SAP HANA 2.0 SPS06?
Advanced machine learning capabilities
Removal of in-memory computing
Limited cloud integration
Restricted database expansion
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✅ Correct Answer: Advanced machine learning capabilities
2. Which SAP HANA 2.0 SPS06 feature supports enhanced data security?
Data encryption and masking
Reduced data security
Limited scalability
Manual data indexing
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✅ Correct Answer: Data encryption and masking
3. What is the purpose of the "Data Lake Integration" feature in SAP HANA 2.0 SPS06?
To store and analyze large volumes of raw data
To reduce processing speed
To limit scalability
To remove in-memory computing
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✅ Correct Answer: To store and analyze large volumes of raw data
4. Which SAP HANA 2.0 SPS06 feature supports advanced analytics?
Advanced analytics library
Batch processing only
Disk-based storage
Manual data indexing
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✅ Correct Answer: Advanced analytics library
5. What is the role of the "Smart Data Integration" feature in SAP HANA 2.0 SPS06?
To integrate data from various sources
To reduce processing speed
To limit scalability
To remove in-memory computing
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✅ Correct Answer: To integrate data from various sources
6. Which SAP HANA 2.0 SPS06 feature supports high availability and disaster recovery?
System replication and backup
Reduced data security
Limited scalability
Manual data indexing
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✅ Correct Answer: System replication and backup
7. What is the purpose of the "Predictive Analytics Library" in SAP HANA 2.0 SPS06?
To provide advanced machine learning algorithms
To reduce processing speed
To limit scalability
To remove in-memory computing
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✅ Correct Answer: To provide advanced machine learning algorithms
8. Which SAP HANA 2.0 SPS06 feature supports graph data processing?
Graph engine
Batch processing only
Disk-based storage
Manual data indexing
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✅ Correct Answer: Graph engine
9. What is the role of the "Data Virtualization" feature in SAP HANA 2.0 SPS06?
To access and analyze data without moving it
To reduce processing speed
To limit scalability
To remove in-memory computing
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✅ Correct Answer: To access and analyze data without moving it
10. Which SAP HANA 2.0 SPS06 feature supports time series data processing?
Time series data processing
Batch processing only
Disk-based storage
Manual data indexing
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✅ Correct Answer: Time series data processing
11. What is the purpose of the "Data Tiering" feature in SAP HANA 2.0 SPS06?
To optimize storage costs
To reduce processing speed
To limit scalability
To remove in-memory computing
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✅ Correct Answer: To optimize storage costs
12. Which SAP HANA 2.0 SPS06 feature supports spatial data processing?
Spatial engine
Batch processing only
Disk-based storage
Manual data indexing
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✅ Correct Answer: Spatial engine
13. What is the role of the "Data Federation" feature in SAP HANA 2.0 SPS06?
To integrate data from multiple sources
To reduce processing speed
To limit scalability
To remove in-memory computing
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✅ Correct Answer: To integrate data from multiple sources
14. Which SAP HANA 2.0 SPS06 feature supports text data processing?
Text engine
Batch processing only
Disk-based storage
Manual data indexing
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✅ Correct Answer: Text engine
15. What is the purpose of the "Data Compression" feature in SAP HANA 2.0 SPS06?
To reduce storage requirements
To reduce processing speed
To limit scalability
To remove in-memory computing
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✅ Correct Answer: To reduce storage requirements
16. Which SAP HANA 2.0 SPS06 feature supports advanced analytics?
Advanced analytics library
Batch processing only
Disk-based storage
Manual data indexing
Show Answer
✅ Correct Answer: Advanced analytics library
17. What is the role of the "Data Replication" feature in SAP HANA 2.0 SPS06?
To replicate data from source systems
To reduce processing speed
To limit scalability
To remove in-memory computing
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✅ Correct Answer: To replicate data from source systems
18. Which SAP HANA 2.0 SPS06 feature supports real-time data processing?
In-memory computing
Batch processing only
Disk-based storage
Manual data indexing
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✅ Correct Answer: In-memory computing
19. What is the purpose of the "Data Lake" feature in SAP HANA 2.0 SPS06?
To store and analyze large volumes of raw data
To reduce processing speed
To limit scalability
To remove in-memory computing
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✅ Correct Answer: To store and analyze large volumes of raw data
20. Which SAP HANA 2.0 SPS06 feature supports multi-model data processing?
Native support for JSON, XML, and spatial data
Batch processing only
Disk-based storage
Manual data indexing
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✅ Correct Answer: Native support for JSON, XML, and spatial data
21. What does the SAP HANA 2.0 SPS06 "Dynamic Tiering" feature optimize?
Cost-effective storage for warm data
Only in-memory data processing
Removal of columnar storage
Reduction of compression efficiency
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✅ Correct Answer: Cost-effective storage for warm data
22. Which component in SAP HANA 2.0 SPS06 enables real-time data streaming?
SAP HANA Smart Data Streaming
Classic batch processing
Disk-only storage engine
Manual ETL pipelines
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✅ Correct Answer: SAP HANA Smart Data Streaming
23. What is the primary benefit of SAP HANA 2.0 SPS06's "Multi-Temperature Data Management"?
Optimized storage costs based on data usage
Forced migration of all data to disk
Elimination of in-memory processing
Reduced security for cold data
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✅ Correct Answer: Optimized storage costs based on data usage
24. How does SAP HANA 2.0 SPS06 improve IoT data processing?
Native time-series processing capabilities
Restriction to batch loading only
Removal of real-time analytics
Manual IoT device management
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✅ Correct Answer: Native time-series processing capabilities
25. What security feature in SAP HANA 2.0 SPS06 protects sensitive data at rest?
Transparent data encryption
Plaintext storage only
Role-based access removal
Disabled audit logging
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✅ Correct Answer: Transparent data encryption
26. Which SAP HANA 2.0 SPS06 feature simplifies hybrid cloud deployments?
SAP HANA Cloud Integration
On-premises lock-in
Manual cloud migration tools
Disabled multi-cloud support
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✅ Correct Answer: SAP HANA Cloud Integration
27. What is the purpose of the SAP HANA 2.0 SPS06 "Adaptive Search" feature?
Faster text search with self-tuning
Removal of full-text indexing
Manual search optimization
Disabled fuzzy search
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✅ Correct Answer: Faster text search with self-tuning
28. How does SAP HANA 2.0 SPS06 enhance geospatial analytics?
Improved spatial engine with 3D support
Removal of coordinate systems
Basic 2D-only processing
Manual spatial indexing
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✅ Correct Answer: Improved spatial engine with 3D support
29. What is the benefit of SAP HANA 2.0 SPS06's "Native Storage Extension"?
Cost-effective handling of warm data
Elimination of in-memory advantages
Forced disk-only operation
Reduced compression capabilities
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✅ Correct Answer: Cost-effective handling of warm data
30. Which feature in SAP HANA 2.0 SPS06 improves database administration?
Automated database management
Manual-only configuration
Disabled monitoring views
Removal of backup scheduling
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✅ Correct Answer: Automated database management
31. What does SAP HANA 2.0 SPS06's "Data Aging" feature provide?
Automatic movement of historical data
Manual data archiving only
Immediate deletion of old data
Disabled partitioning
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✅ Correct Answer: Automatic movement of historical data
32. How does SAP HANA 2.0 SPS06 enhance machine learning?
Integrated PAL and APL libraries
Removal of predictive analytics
External ML only
Disabled algorithm automation
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✅ Correct Answer: Integrated PAL and APL libraries
33. What is the purpose of SAP HANA 2.0 SPS06's "Multi-Store Tables"?
Flexible data placement across storage tiers
Forced single-tier storage
Manual data distribution
Disabled partitioning
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✅ Correct Answer: Flexible data placement across storage tiers
34. Which SAP HANA 2.0 SPS06 feature improves disaster recovery?
System replication with automatic failover
Manual backup restoration only
Disabled high availability
Single-node operation
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✅ Correct Answer: System replication with automatic failover
35. What does the "Calculation View" feature in SAP HANA 2.0 SPS06 enable?
Complex business logic in data models
Basic table joins only
Manual SQL scripting
Disabled analytical views
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✅ Correct Answer: Complex business logic in data models
36. How does SAP HANA 2.0 SPS06 optimize memory usage?
Dynamic memory management
Fixed memory allocation
Manual memory tuning
Disabled compression
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✅ Correct Answer: Dynamic memory management
37. What is the benefit of SAP HANA 2.0 SPS06's "Parallel Processing" capability?
Faster query execution
Single-threaded operation
Manual query optimization
Disabled indexing
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✅ Correct Answer: Faster query execution
38. Which SAP HANA 2.0 SPS06 feature enhances data integration?
Smart Data Access
Manual ETL processes only
Disabled remote sources
Basic CSV import
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✅ Correct Answer: Smart Data Access
39. What does SAP HANA 2.0 SPS06's "Graph Processing" capability enable?
Network and relationship analysis
Tabular data only
Manual graph traversal
Disabled path algorithms
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✅ Correct Answer: Network and relationship analysis
40. How does SAP HANA 2.0 SPS06 improve data quality?
Built-in data validation rules
Manual cleansing only
Disabled constraints
No duplicate checking
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✅ Correct Answer: Built-in data validation rules
41. What is the purpose of SAP HANA 2.0 SPS06's "Application Function Libraries"?
Pre-built business functions
Custom coding only
Disabled calculations
Basic math operations
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✅ Correct Answer: Pre-built business functions
42. Which SAP HANA 2.0 SPS06 feature supports hybrid transactional/analytical processing?
HTAP capabilities
Separate systems required
Analytics-only mode
Disabled transactions
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✅ Correct Answer: HTAP capabilities
43. What does SAP HANA 2.0 SPS06's "Scale-Out" capability provide?
Horizontal distribution across servers
Single-server limitation
Manual data sharding
Disabled clustering
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✅ Correct Answer: Horizontal distribution across servers
44. How does SAP HANA 2.0 SPS06 enhance JSON document processing?
Native JSON document store
Text field storage only
Manual parsing required
Disabled indexing
Show Answer
✅ Correct Answer: Native JSON document store
45. What is the benefit of SAP HANA 2.0 SPS06's "Columnar Storage"?
Optimized for analytical queries
Row-based only
Disabled compression
Manual indexing required
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✅ Correct Answer: Optimized for analytical queries
46. Which SAP HANA 2.0 SPS06 feature improves development productivity?
Web-based development tools
Command-line only
Disabled scripting
Manual deployment
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✅ Correct Answer: Web-based development tools
47. What does SAP HANA 2.0 SPS06's "Automated Data Tiering" provide?
Intelligent data placement
Manual tier management
Single storage tier
Disabled monitoring
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✅ Correct Answer: Intelligent data placement
48. How does SAP HANA 2.0 SPS06 support blockchain integration?
Blockchain ledger service
Manual blockchain coding
Disabled distributed ledger
No crypto support
Show Answer
✅ Correct Answer: Blockchain ledger service
49. What is the purpose of SAP HANA 2.0 SPS06's "Data Volume Management"?
Optimize storage resource usage
Unlimited growth without control
Manual cleanup only
Disabled compression
Show Answer
✅ Correct Answer: Optimize storage resource usage
50. Which SAP HANA 2.0 SPS06 feature enhances text analytics?
Natural language processing
Basic string operations only
Manual text parsing
Disabled fuzzy search
Show Answer
✅ Correct Answer: Natural language processing
51. What does SAP HANA 2.0 SPS06's "In-Memory Computing" accelerate?
Data processing speed
Disk-based operations
Manual query tuning
Disabled caching
Show Answer
✅ Correct Answer: Data processing speed
52. How does SAP HANA 2.0 SPS06 improve data federation?
Virtual access to remote data
Physical copies required
Manual ETL only
Disabled remote sources
Show Answer
✅ Correct Answer: Virtual access to remote data
53. What is the benefit of SAP HANA 2.0 SPS06's "Multi-Model Processing"?
Support for diverse data types
Tabular data only
Manual type conversion
Disabled JSON/XML
Show Answer
✅ Correct Answer: Support for diverse data types
54. Which SAP HANA 2.0 SPS06 feature simplifies data masking?
Dynamic data masking
Manual obfuscation
No security features
Disabled encryption
Show Answer
✅ Correct Answer: Dynamic data masking
55. What does SAP HANA 2.0 SPS06's "Predictive Analysis" enable?
Forecasting and pattern recognition
Historical reporting only
Manual statistical analysis
Disabled algorithms
Show Answer
✅ Correct Answer: Forecasting and pattern recognition
56. How does SAP HANA 2.0 SPS06 enhance ETL processes?
Smart Data Integration
Manual scripting only
Disabled transformations
Basic file import
Show Answer
✅ Correct Answer: Smart Data Integration
57. What is the purpose of SAP HANA 2.0 SPS06's "Data Lifecycle Manager"?
Automated data movement policies
Manual archiving only
No retention controls
Disabled tiering
Show Answer
✅ Correct Answer: Automated data movement policies
58. Which SAP HANA 2.0 SPS06 feature improves query performance?
Advanced query optimization
Manual hinting required
Disabled execution plans
Basic SQL only
Show Answer
✅ Correct Answer: Advanced query optimization
59. What does SAP HANA 2.0 SPS06's "Persistent Memory" support provide?
Faster recovery and reduced memory costs
Volatile memory only
Manual memory management
Disabled persistence
Show Answer
✅ Correct Answer: Faster recovery and reduced memory costs
60. How does SAP HANA 2.0 SPS06 support agile development?
Container-based application deployment
Manual deployment only
Disabled versioning
No CI/CD integration
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✅ Correct Answer: Container-based application deployment
61. What is the benefit of SAP HANA 2.0 SPS06's "Auto-Documentation" feature?
Automatic metadata capture
Manual documentation only
No version history
Disabled comments
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✅ Correct Answer: Automatic metadata capture
62. Which SAP HANA 2.0 SPS06 feature enhances data privacy?
GDPR-compliant data anonymization
No privacy controls
Manual redaction only
Disabled auditing
Show Answer
✅ Correct Answer: GDPR-compliant data anonymization
63. What does SAP HANA 2.0 SPS06's "Multi-Tenancy" capability enable?
Database containers for isolation
Single-tenant only
Manual resource allocation
Disabled security
Show Answer
✅ Correct Answer: Database containers for isolation
64. How does SAP HANA 2.0 SPS06 improve backup operations?
Incremental backup capabilities
Full backups only
Manual snapshotting
Disabled recovery
Show Answer
✅ Correct Answer: Incremental backup capabilities
65. What is the purpose of SAP HANA 2.0 SPS06's "Data Distribution" feature?
Optimized data placement in scale-out
Single-node only
Manual sharding
Disabled partitioning
Show Answer
✅ Correct Answer: Optimized data placement in scale-out
66. Which SAP HANA 2.0 SPS06 feature supports advanced scheduling?
Job scheduler with dependencies
Manual execution only
No scheduling
Disabled triggers
Show Answer
✅ Correct Answer: Job scheduler with dependencies
67. What does SAP HANA 2.0 SPS06's "Query Plan Cache" improve?
Reuse of optimized execution plans
Recompilation every time
Manual plan creation
Disabled optimization
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✅ Correct Answer: Reuse of optimized execution plans
68. How does SAP HANA 2.0 SPS06 enhance data loading?
Parallel data loading
Single-threaded loading
Manual batch creation
Disabled bulk operations
Show Answer
✅ Correct Answer: Parallel data loading
69. What is the benefit of SAP HANA 2.0 SPS06's "Delta Merge" operation?
Optimizes write performance
Disables updates
Manual merge required
No delta storage
Show Answer
✅ Correct Answer: Optimizes write performance
70. Which SAP HANA 2.0 SPS06 feature improves resource isolation?
Resource containers
Shared resources only
Manual allocation
No limits
Show Answer
✅ Correct Answer: Resource containers
71. What does SAP HANA 2.0 SPS06's "SQLScript" extension provide?
Procedural SQL extensions
Basic SQL only
Manual compilation
Disabled scripting
Show Answer
✅ Correct Answer: Procedural SQL extensions
72. How does SAP HANA 2.0 SPS06 support data governance?
Metadata management framework
Manual documentation
No lineage tracking
Disabled auditing
Show Answer
✅ Correct Answer: Metadata management framework
73. What is the purpose of SAP HANA 2.0 SPS06's "Data Partitioning" feature?
Improve query performance on large tables
Single partition only
Manual data distribution
Disabled parallel processing
Show Answer
✅ Correct Answer: Improve query performance on large tables
74. Which SAP HANA 2.0 SPS06 feature enhances time-series forecasting?
Built-in time-series algorithms
Manual calculations
No predictive functions
Disabled analytics
Show Answer
✅ Correct Answer: Built-in time-series algorithms
75. What does SAP HANA 2.0 SPS06's "Application-Specific Functions" provide?
Industry-specific calculations
Generic functions only
Manual coding required
Disabled extensions
Show Answer
✅ Correct Answer: Industry-specific calculations
76. How does SAP HANA 2.0 SPS06 improve data consistency?
ACID transaction support
No transaction control
Manual locking
Disabled constraints
Show Answer
✅ Correct Answer: ACID transaction support
77. What is the benefit of SAP HANA 2.0 SPS06's "Dynamic Statistics"?
Self-optimizing query execution
Static plans only
Manual tuning
Disabled optimization
Show Answer
✅ Correct Answer: Self-optimizing query execution
78. Which SAP HANA 2.0 SPS06 feature supports hierarchical data?
Hierarchy functions and views
Flat data only
Manual traversal
Disabled parent-child
Show Answer
✅ Correct Answer: Hierarchy functions and views
79. What does SAP HANA 2.0 SPS06's "Data Clustering" optimize?
Physical data organization
Random storage
Manual placement
Disabled ordering
Show Answer
✅ Correct Answer: Physical data organization
80. How does SAP HANA 2.0 SPS06 enhance developer collaboration?
Shared development repositories
Isolated development
Manual merging
No version control
Show Answer
✅ Correct Answer: Shared development repositories