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by Troy Martin Hughes
SAS Data Analytic Development
Preface
Objectives
Audience
Application of Content
Organization
Acknowledgments
About the Author
Chapter 1: Introduction
Distinguishing Data Analytic Development
Software Development Life Cycle (SDLC)
Risk
Chapter 2: Quality
Defining Quality
Software Product Quality Model
Quality in the SDLC
Chapter 3: Communication
Return Codes
System Numeric Return Codes
System Alphanumeric Return Codes
User-Generated Return Codes
Parallel Processing Communication
Part I: Static Performance
Chapter 4: Reliability
Defining Reliability
Paths To Failure
ACL: The Reliability Triad
Reliability in the SDLC
Chapter 5: Recoverability
Defining Recoverability
Recoverability toward Reliability
Recoverability Matrix
TEACH Recoverability Principles
SPICIER Recoverability Steps
Recovering with Checkpoints
Recoverability in the SDLC
Chapter 6: Robustness
Defining Robustness
Robustness toward Reliability
Defensive Programming
Exception Handling
Robustness in the SDLC
Chapter 7: Execution Efficiency
Defining Execution Efficiency
Factors Affecting Execution Efficiency
False Dependencies
Parallel Processing
Execution Efficiency in the SDLC
Chapter 8: Efficiency
Defining Efficiency
Disambiguating Efficiency
Defining Resources
Efficiency in the SDLC
Chapter 9: Scalability
Defining Scalability
The Scalability Triad
Resource Scalability
Demand Scalability
Load Scalability
Scalability in the SDLC
Chapter 10: Portability
Defining Portability
Disambiguating Portability
3GL versus 4GL Portability
Facets of Portability
Portability in the SDLC
Chapter 11: Security
Defining Security
Confidentiality
Integrity
Availability
Security in the SDLC
Chapter 12: Automation
Defining Automation
Automation in SAS Software
SAS Processing Modes
Starting in Interactive Mode
Starting in Batch Mode
Automation in the SDLC
Part II: Dynamic Performance
Chapter 13: Maintainability
Defining Maintainability
Maintenance
Maintenance in the SDLC
Failure to Maintain
Maintainability
Chapter 14: Modularity
Defining Modularity
From Monolithic to Modular
Modularity Principles
Benefits of Modularity
Chapter 15: Readability
Defining Readability
Plan to Get Hit by a Bus
Software Readability
External Readability
Chapter 16: Testability
Defining Testability
Software Testing
Testability
Chapter 17: Stability
Defining Stability
Achieving Stability
Stable Requirements
Defect-Free Code
Dynamic Flexibility
Stability And Beyond
Modularizing More Than Macros
Chapter 18: Reusability
Defining Reusability
Reuse
Reusability
From Reusability to Extensibility
Index
End User License Agreement
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Copyright
SAS® Data Analytic Development
Dimensions of Software Quality
Troy Martin Hughes
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