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Verified Systems by Composition from Verified Components Fei Xie and James C. Browne
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2 Research Goal Goal: –Construction of reliable and secure software systems from reliable and secure components; Framework: –Composition of verified systems from verified components.
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3 Research Challenges How to verify components? How to compose verified components to build larger verified components effectively?
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4 Synergism between CBD and MC Component-Based Development (CBD) –Introduces compositional structures to software; –Helps minimizing state spaces to be explored. Model Checking (MC) –Provides exhaustive state space coverage; –Strong at detection of composition errors.
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5 Agenda Motivations Our Approach Component Model for Verification Case Study: TinyOS Verification of Components Related Work Conclusions and Future Work
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6 Highlights of Our Approach Temporal properties are specified, verified, and packaged with components. Larger components are composed incrementally. Component reuse considers component properties. Verification of a property of a composed component –Reuses verified properties of its sub-components; –Follows abstraction-refinement paradigm; –Is based on compositional reasoning.
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7 Compositional Reasoning To verify a property on a software system Step 1: Verification of component properties; Step 2: Validation of circular dependencies; Step 3: Derivation of the system property from component properties. Previous work: in top-down system decomposition; Our approach: in bottom-up component composition.
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8 Why validate circular dependencies between component properties? Eventually (A)Eventually (B) Eventually (A) and Eventually (B) ? C1C2 XX A = FALSE B = FALSE
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9 Agenda Motivations Our Approach Component Model for Verification Case Study: TinyOS Verification of Components Related Work Conclusions and Future Work
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10 Component A component, C, has four parts: –Executable representation (models or sources); –Interface (procedural, messaging, …); –A set of externally visible variables; –A set of verified temporal properties of C.
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11 Component Property A property of C, is a pair, (p, A(p)). –p is a temporal property; –A(p) is a set of assumptions on environment of C. –p is verified assuming A(p) hold. The environment of C –is the set of components that C interacts with; –varies in different compositions.
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12 Component Composition Connect executable representations of sub-components through their interfaces; Selectively merge interfaces and visible variable sets of sub-components; Verify properties of composed component by reusing properties of sub-components.
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13 Instantiation of Component model on AIM Computation Model Asynchronous Interleaving Message-passing –A system consists of a finite set of processes. –Processes execute asynchronously. –At any moment, only one process executes. –Interactions via asynchronous message-passing.
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14 Instantiation of Component model on AIM Computation Model (cont.) Component –Represented in Executable UML (xUML); –Messaging interface; Composition –Establishing mappings among input and output message types of sub-components.
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15 Agenda Motivations Our Approach Component Model for Verification Case Study: TinyOS Verification of Components Related Work Conclusions and Future Work
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16 TinyOS [Hill, et. al, `00] A run-time system for network sensors from UC Berkeley; Component-based –Different requirements of sensors; –Physical limitations of sensors; High reliability required –Concurrency-intensive operations; –Installation to many sensors.
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17 Agenda Motivations Our Approach Component Model for Verification Case Study: TinyOS Verification of Components Related Work Conclusions and Future Work
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18 Background: Verification of Closed AIM System Property Specification InterfacexUML IDEError Visualizer xUML-to-S/R TranslatorError Report Generator COSPAN Model Checker S/R ModelS/R Query Error ReportError TrackDesigner xUML Model Property
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19 Verification of Primitive Components Given a component and a property: –Create a closed system from the component and an environment process, env; –Constrain env with assumptions of the property; –Verify the property on the constrained system. Compositional Reasoning: Step 1
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20 Sensor Component Output message Type Input message Type Component Boundary AIM Process
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21 Sensor Component (cont.) Properties: Repeatedly (Output); After (Output) Never (Output) UntilAfter (OP_Ack); After (Done) Eventually (Done_Ack); Never (Done_Ack) UntilAfter (Done); After (Done_Ack) Never (Done_Ack) UntilAfter(Done); Assumptions: After (Output) Eventually (OP_Ack); Never (OP_Ack) UntilAfter (Output); After (OP_Ack) Never (OP_Ack) UntilAfter (Output); After (Done) Never (Done) UntilAfter (Done_Ack); Repeatedly (C_Intr); After (C_Intr) Never (C_Intr + A_Intr + S_Schd) UntilAfter (C_Ret); After (ADC.Pending) Eventually (A_Intr); After (A_Intr) Never (C_Intr + A_Intr + S_Schd) UntilAfter (A_Ret); After (STQ.Empty = FALSE) Eventually (S_Schd); After (S_Schd) Never (C_Intr + A_Intr + S_Schd) UntilAfter (S_Ret);
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22 Verification of Sensor Component Sensor Component Assumptions Env Output Output_Ack Done Done_Ack …
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23 Network Component
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24 Network Component (cont.) Properties: IfRepeatedly (Data) Repeatedly (RFM.Pending); IfRepeatedly (Data) Repeatedly (Not RFM.Pending); After (Data) Eventually (Data_Ack); Never (Data_Ack) UntilAfter (Data); After (Data_Ack) Never (Data_Ack) UntilAfter (Data); After (Sent) Never (Sent) UntilAfter (Sent_Ack); Assumptions: After (Data) Never (Data) UntilAfter (Data_Ack); After (Sent) Eventually (Sent_Ack); Never (Sent_Ack) UntilAfter (Sent); After (Sent_Ack) Never (Sent_Ack) UntilAfter} (Sent); After (NTQ.Empty = FALSE) Eventually (N_Schd); After (N_Schd) Never (N_Schd +R_Intr) UntilAfter (N_Ret); After (RFM.Pending) Eventually (R_Intr); After (R_Intr) Never (N_Schd +R_Intr) UntilAfter (R_Ret);
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25 Verification of Composed Components (1) Abstraction (2) Verification (3) Refinement
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26 Abstraction-Refinement Paradigm Component … Abstraction Abstract through removing details Refined Abstraction Refine through adding details What is it? How to create it? How to refine it?
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27 Sensor-to-Network Component
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28 Sensor-to-Network Component Properties: Repeatedly (RFM.Pending); Repeatedly (Not RFM.Pending); Assumptions: Repeatedly (C_Intr); After (C_Intr) Never (C_Intr+A_Intr+S_Schd+N_Schd+R_Intr) UntilAfter (C_Ret); After (ADC.Pending) Eventually (A_Intr); After (A_Intr) Never (C_Intr+A_Intr+S_Schd+N_Schd+R_Intr) UntilAfter (A_Ret); After (STQ.Empty = FALSE) Eventually (S_Schd); After (S_Schd) Never (C_Intr+A_Intr+S_Schd+N_Schd+R_Intr) UntilAfter (S_Ret); After (NTQ.Empty = FALSE) Eventually (N_Schd); After (N_Schd) Never (C_Intr+A_Intr+S_Schd+N_Schd+R_Intr) UntilAfter (N_Ret); After (RFM.Pending) Eventually (R_Intr); After (R_Intr) Never (C_Intr+A_Intr+S_Schd+N_Schd+R_Intr) UntilAfter (R_Ret);
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29 Abstraction SP (Sensor) NP (Network) Env (Environment) Verified Properties Assumptions AIM Processes
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30 Abstraction (cont.) A sub-component property is included if it is –In the cone-of-influence; –Not involved in invalid circular dependencies; –Enabled: Its environment assumptions hold on Other components in the composition; Environment of the composition. Compositional Reasoning: Step 2
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31 Verification and Complexity ComponentTimeMemory 1Sensor-to-Network89m15.45s208.48M 2Sensor10m41.01s33.673M 3Network18.0S6.8239M 4Abstraction0.1s0.1638M Check the property of SN on the abstraction. Compositional Reasoning: Step 3 and Step 1
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32 Abstraction Refinement An abstraction can refined by –(Introducing, verifying, and) enabling additional sub-component properties; A property can be enabled by –enabling its assumptions on other components. Currently requires user interactions.
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33 Refinement Example To check Property P1 on Sensor-to-Network SN transmits any sensor reading exactly once. Property P2 has been verified on Network. Network transmits any input exactly once. Assumption: A new input arrives only after Network acks the last input with a Sent message. P2 is not enabled in the composition of SN.
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34 Refinement Example (cont.) To enable P2, introduce and check Property P3 on Sensor: Sensor outputs any sensor reading exactly once; After an output, Sensor will not output again until a done message is received. A bug was found in Sensor and fixed. P3 was verified on the revised Sensor. Inclusion of P2 and P3 into the abstraction leads to verification of P1.
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35 Property and Assumption Formulation Properties –Currently manually guided; –Derived from component specifications; –Added incrementally in component reuses. Assumptions –Manual formulation; –Automatic generation Often lead to complex assumptions. Automatic generation heuristics in progress.
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36 Agenda Motivations Our Approach Component Model for Verification Case Study: TinyOS Verification of Components Related Work Conclusions and Future Work
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37 Related Work Compositional Reachability Analysis (CRA) [Graf and Steffen, Yeh and Young, Cheung and Kramer] –Compose and minimize the LTS of a software system from LTSs of its components. Modular Feature Verification [Fisler and Krishnamurthi] –Verification of layered composition of features.
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38 Conclusions and Future Work An important step towards composition of verified systems from verified components. Results are promising: –Detection of composition errors; –Significant reduction on verification complexity. Future work –Automatic property and assumption generation; –Extended case studies.
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