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Toward standardization of an automated software quality model: the Grid-QCM
Adriano Rippa Engineering Ingegneria Informatica S.p.A. ETICS Final Review CERN, Geneva - 15 February 2008
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Summary Introduction to QA concepts The starting point of the study
The Grid Quality Certification Model (Grid-QCM) Possible Questions, Timeline and feedback Conclusions ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Quality Assurance refers to several concepts
Quality of the implementation process High level steps of the software production cycle suggesting what the organization must do (not how) to have effective development processes that “may lead” to good software. Quality of the requirements management Correct collection/management of requirements and relation with the customer and stakeholders, to reduce the percentage of failures due to misinterpreted requirements. Quality of the service Performances of the service Finally quality of the software… QUALITY Quality of Product Quality of Process CMM Grid-QCM ITIL ISO – 900x ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Some QA Terminology According to ISO 9126 documentation we can define:
Measure: the number or category assigned to an attribute of an entity by making a measurement (sometimes used as synonymous of metric) Metric: The defined method to measure an attribute and the scale Measurement: The use of a metric to assign a value (which may be a number or category) from a scale to an attribute of an entity) ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Quality is a matter of measure!
State-of-the-art provide hundreds of metrics The most common Cyclomatic complexity Lines of Code Function Points Mean Time Between (To) Failure Bugs density … Other approaches (Goal Question Metric - GQM) promote user defined metrics Anomalies distribution Effort used to solve anomalies Cost of not founded anomalies An exhaustive list is provided within deliverable D5.7 ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Quality Standards There are many standards to asses the quality of the processes of an organization CMM ISO family (e.g. ISO 9126, ISO 900X) ITIL AQAP But QA means initial investments and managing QA means devote resources to it! Several studies show that lot of companies (e.g. many SMEs) can’t afford the initial effort and don’t recognise the promised increase of value. Only ~70 companies in the world are certified at level 5 50 of them are in India source: Gartner Just 25% of the companies in the world are level 2 or above source: Kulik, Weber: “Software Metrics Best Practices – 2001” and “Software Metrics State of the Art – 2000” ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Current quality assurance standards are useful but
QA in non commercial short-lived project (e.g. research projects) is missing! Current quality assurance standards are useful but They need lot of time to be applied. The organisation need to be structured and certified. What for the short-lived consortia? They provide only theoretical guidelines which need to be adapted and implemented. What for homogeneity and comparability of results? It’s hard to systematically verify goodness of results: managing tools needed They need resources to be devoted to People need training and certification needs inspections and time to be achieved ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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QA in grids: our solution
Grid-QCM is a model for quality assurance that is fully automatable in measuring and verifying activities to reduce investments and management effort, not subjective, to certify the object not the process nor the organization, product oriented, not process oriented, …easily adoptable within (Grid) short-lived Projects ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Grid-QCM: Preliminary Remarks (1/2)
Using the ETICS tool people can have Grid-QCM implemented by default in the b&t application. Grid-QCM has been developed within a Grid project and to asses the quality of grid software research projects but it can be used for any software applications . Grid-QCM has been developed according to The feedback received from expert people and potential users several standards: Grid-QCM has been described according to ISO standards (e.g. ISO/IEC 25000, 14598) Grid-QCM has been restructured according to ISO 25041 Quality attributes has been named using the same terminology as ISO 9126 ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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ETICS grid infrastructure
The ETICS vision Allows Test Grid-QCM Allows automation ETICS SW (v.2.0) Defines metrics ETICS grid infrastructure CERN, INFN, UoW (NMI) Runs measures ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Grid-QCM: Structure Static analysis Coding style Structural testing
Grid-QCM is structured in Evaluation Modules (EM). The set of evaluation techniques are grouped in families. Every family is an Evaluation Module 5 Evaluation Modules: Static analysis Coding style Structural testing Functional testing Standards compliance ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Evaluation Modules 1/2 Static analysis Coding style
Quality characteristics: Reliability – maturity Maintainability – analysability Maintainability – changeability Maintainability – testability Static analysis of classes. Statistics on measures are used as predictor of quality characteristics. Coding style Static analysis of the source code. ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Evaluation Modules 2/2 Structural testing Functional testing
Quality characteristics: Functionality – accuracy Reliability – maturity Structural testing to classes identified more likely to have many errors. Functional testing Functionality – interoperability Portability – adaptability Portability - installability Platform compliance and to functional abilities of the software Standards compliance Functionality – standards compliance ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Grid-QCM: Final Score Final score should be provided according to the following schema. The items which should be available for the users are: A table summarizing the results A list of passed and failed tests All the important information as: Software product (e.g. name, version, executable code, documentation..) Platform (name, version, date) Quality characteristics (name, evaluation result, evaluation module identification) Standard compliance (for each standard: name, version, date) Identification of evaluation report (organization, report number, date) Identification of certification body (organization, contact information) Certification data (dates, certification number) Electronic signature of certification record ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Possible Criticism, Our Answer
I can’t add any overhead to my project This model (and the capability of automate) reduce the effort in performing continuous build and test activities (e.g. coverage tests) on different SW releases. What about the cost? Using the ETICS tool people can have the model integrated in the b&t application My organisation is certified ISO/CMMI so I… The model is a standalone quality certification model. However it can be easily integrated in yet ISO/CMMI certified organisations. ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Current ETICS metrics and Grid-QCM
Type Programming language Grid-QCM: INVOLVED EMs complexity static Java, Python EM CODING STYLE EM STATIC ANALYSIS design quality Java nr of „possible” bugs Java, C/C++, Python, Perl, PHP EM STRUCTURAL TESTING dynamic C/C++ unit test EM FUNCTIONAL TESTING coverage profiling information Java, C/C++ ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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The timeline Now EGEE ’07 1-5 Oct Budapest (Hun) OGF 21 15-19 Oct
Seattle (USA) ESA 3rd GRID & e-Collaboration Workshop Jan 2008 Frascati (IT) OGF 20/EGEE UF 7-11 May Manchester (UK) Now EELA 3° Conference 3-5 Dec 2007 Catania (IT) OCTOBER DECEMBER FEBRUARY MAY QUALIPSO Conference 16-17 Jan 2008 Rome (IT) ECHOGRID/EUChinagrid Conference April Beijing (CHINA) Belief Conference 25-28 June Rio de Janeiro (BRA) ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Grid-QCM: feedback OGF 20 Belief/EELA Conference EGEE’07
Possibility to automate Unclear formal name of the model Criticism: GQACM was difficult to remember Solution: New name: Grid-QCM Belief/EELA Conference Automation, CMMI/ISO compatibility Structure of some parts of the model Criticism: Metrics not well split according to their role Solution: Organisation in Evaluation Models EGEE’07 Automation, integration of Grid-QCM in the b&t tool, people asked for specific information Metrics for the process Criticism: Lack of process metrics Solution: it’s out of the scope ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Grid-QCM: feedback OGF 21 QualiPSo Conference
Automation, CMMI/ISO compatibility, people asked for specific information ISO9000 compatibility Criticism: no mention about ISO9000 compatibility Solution: it’s out of the scope QualiPSo Conference Automation, Used Standards, Default integration of Grid-QCM in the b&t tool Many people interested in specific information ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Conclusions Grid-QCM is a certification model
Automatable Implemented by default in the ETICS tool Not in contradiction with classical standards Ready to interact with classical standards Not limited to research projects Not limited to grid software Grid-QCM require less human effort to be used because it is almost fully automatable ETICS tool is ready to implement Grid-QCM During the ETICS 2 project, if approved, Grid-QCM will be validated on-the-field with at least four projects Grid-QCM will be proposed for standardisation under ISO. ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Q&A http://www.eu-etics.org
ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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Grid-QCM: Summarizing Table example
E = Excellent G = Good M = Medium F = Fair P = Poor Consolidated eval. result EM Static EM Coding EM structural EM Functional EM Std compliance EM eval. result M G Y Functionality Accuracy Interoperability Compliance (Y) Reliability Maturity Maintainability Analyzability Changeability Testability Portability Adaptability Installability ETICS Final Review - Grid-QCM - CERN, 15 February 2008
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