DOE and Test Automation for System of Systems T&E
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1 DOE and Test Automation for System of Systems T&E Larry Harris, Navy SPAWAR PMW-120 APM T&E Luis Cortes, MITRE Corporation Jim Wisnowski, Adsurgo Darryl Ahner, OSD STAT COE Jim Simpson, JK Analytics
2 Bottom Line Up-Front (BLUF) Many Programs of Record (PoRs) are improving their individual performance through innovative applications of emerging thrust areas and methodologies AGILE Testing, Test Automation, Design of Experiments (DOE), and Cyber Security Testing Even though the performance of the majority of these PoRs depends on other PoRs, they are not evaluated as a System of Systems (SoS) earlier in the acquisition cycle
3 Motivation Refocus Developmental Test on mission end-to-end performance to improve the likelihood of success in Operational Test Optimize test designs and increase software test coverage to obtain the right information at the right price Deliver an integrated and interoperable capability to the Fleet Leverage the application of emerging thrust areas for Systems Engineering and Test & Evaluation Demonstrate System-of-Systems (SoS) T&E concept that integrates thrust areas under a single, comprehensive application
4 Introduction - Vision An efficient, disciplined, and informative process that takes advantage of advanced techniques and methods to provide quantifiable results for the verification and validation of technical requirements and operational capabilities
5 Introduction Thrust Areas Policy & Guidance In addition to the TEMP Guidebook, recent directives require Program Managers to take advantage of innovative, disciplined, effective, and efficient test methodologies to characterize system behavior across an appropriately selected set of factors and conditions Design of Experiments DoDI (2015) Cyber Security Testing CyberSecurity Guidebook (2015) Modeling and Simulation in T&E DOT&E Memo DoD Instruction Operation of the Defense Acquisition System; Under Secretary of Defense (Acquisition, Technology, & Logistics); 7 January 2015
6 SoS Test Concept Value and Benefits Provides potential reduction in unit and systems level testing (could be as much as 2/3 test times!) Provides a scenario based test tool that verifies and validates KPPs, KSAs, other PoR requirements Provides more effective and efficient method for certification of systems prior to field deployment Reduces variance, cost, and maintenance of systems in the field Provides a Lab test environment for future DTs, OA, and OTs Lays foundation for future Cyber Security testing, with automation and SoS-level focus Serves as baselining event for providing metrics on value of Cyber Built-in vs Bolted-on. Provides metrics or comparing AGILE vs Non-AGILE development and the factors that affect the comparison
7 SoS Overall Notional Architecture Connected Sys 1 Primary System Hosted Sys 1 Hosted Sys 2 Hosted Sys 3 Connected Sys 2 Infrastructure Connected Sys 3
8 SoS Notional Architecture Example 1 - Units With Identical Systems Unit 1 Unit 2 Unit 3
9 SoS Notional Architecture Example 2 - Units With Different Systems Unit 1 Unit 2 Unit 3
10 SoS Experiment Design Notional Input-Process-Output Diagram
11 DOE Table COMMs PoR Example Response Variable Test Phase OT-B1/IT-C1 IT-C2/ IT-D1/ IT-D2 OT-C1/ OT-D1/ OT-D2 - Chat Latency - Data LAN Transfer Timeliness - Common Operating Picture (COP) Timeliness - Imagery Display Timeliness - Chat Latency - Data LAN Transfer Timeliness - COP Timeliness - Imagery Display Timeliness - Chat Latency - Data LAN Transfer Timeliness - COP Timeliness - Imagery Display Timeliness Factors Network Loading Levels - high >74 percent user CCE devices in use - low <51 percent user CCE devices in use Systematically Vary Systematically Vary Systematically Vary Enclave UNCLAS, SECRET, SR, and SCI Systematically Vary Systematically Vary Systematically Vary Transmission Type File Size Transport Method Platform Type Super Hi Frequency (SHF) satellite communications - Hi Frequency Large 5 MB medium 1 to 5 MB small <1 MB upload download Unit Level Force Level Subsurface MOC Aviation Systematically Vary Systematically Vary Systematically Vary Systematically Vary Systematically Vary Systematically Vary Systematically Vary Systematically Vary Systematically Vary Record Record Record Air Temperature As occurs Record Record Record Relative Humidity As occurs Record Record Record 11
12 What is Automated Software Test (AST)? The application of automation technology throughout the software testing lifecycle wit the goal of delivering capability faster and more affordably. Innovative Defense Technologies Important aspects of AST Applies to software-only or software-intensive systems and offers alternative to manual testing Requires specialized software to control the input feeds, execution, and data collection of the test There are various levels of automation complexity Automation can be applied in all phases of software development and testing, from unit tests to software integration tests, to functional tests to performance tests The software tools consist of open source and commercial products, that work can operate on the front-end (GUI) and the back-end (objects) of the system Automation capability has both costs (licensing, expertise, automation scripts) and benefits (faster execution, more testing) Without automation, testing is limited to what we can do with limited manual testers automaton
13 Test Automation Simulation and Stimulation Automation Tools Tool Adapters SUT Workstation (Automation Suite) Tester Stallion jbehave Sikuli Selenium TestNG JMeter Perform VV&A assessment of simulator to ensure realistic and scalable generation of input data that would be experienced in operational environment Determine key factors (e.g. volume of message traffic) that would span the space of operational conditions and implement combinations
14 Cybersecurity T&E in SoS Environment Cybersecurity testing is required in most software-intensive systems at both the DT and OT milestones Cybersecurity vulnerability assessments and penetration testing can only be effectively performed in a SoS environment Cybersecurity testing benefits from a rigorous planning, design, and analysis process
15 Software SoS Cybersecurity Test Factors and Metrics INPUTS (Factors) Adversary Activity Type Adversary Level of Effort Defensive Activity Adversary Skill Level Adversary Access Sysop Login Steps Number of Users PROCESS: OUTPUTS (Responses) Time to Detect Intrusion/Exploitation Time to Mitigate Intrusion/Exploitation Vulnerability Severity Category Code Time to Restore Mission Capabilities Reduction in Mission Effectiveness
16 Summary and Conclusion Focus is on leveraging T&E state-of-the art practices and inject them software-intensive programs by integrating some key thrust areas in a single SoS application DoD services and organizations are making progress in integration testing of linked systems in SoS testing under realistic conditions
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