Presentation on theme: "Process Database and Process Capability Baseline"— Presentation transcript:
1Process Database and Process Capability Baseline Ch-5Process Database and Process Capability Baseline
2IntroductionIn any organization past experience plays an important role in improvement and managementPast experience can be used for improvement and process managementFor software projects, process database (PDB) and process capability baseline (PCB) are two mechanisms for encapsulating past experience for use in project planning and managementPDB and PCB encapsulate the experience with previous projects, mostly in form of software metrics data and make it available to fresh projectsInformation from PDB and PCB is used during project planningThese two mechanisms are not the part of planning phase. They provide the key inputs for planning.The main source of data for these two components is the completed projects.
3Continue…The data collected in the projects is analyzed and then reported in closure reports which forms the main source for the PDB.The data in PDB are then used to compute the PCBProcess database is required at CMM level 3.At level 3 the database is largely used for collecting assets and experience from different projectsAt level 4 PDB is likely to be used for performing process analysis computing the process capability and quantitatively controlling the project
4Software Metrics and Process Management Software metrics can be used to quantitatively characterize different aspects of the software process or software products.Process metrics quantify attributes of the software process whereas product metrics are measures for the software productsEg of process metrics include productivity, quality, resource metrics defect injection rate, defect and removal efficiencyEg of product metrics include size, reliability, quality
5Purpose of Collecting Metrics Data For any metrics program we must clearly understand the reasons for collecting data as well as the models that will be used for making judgments based on the data.Important uses of metrics in a software organization are as follows:Project planning:- past data from completed projects are invaluable in developing reasonable plans for a new projectControlling a project’s process:- metrics can provide accurate information about the state of a project which can then be used to take corrective actions in a timely mannerAnalyzing and improving the organization’s process:- through metrics organization can know the quality and productivity capability of its process and the change in quality and productivity with time.
6Metrics and Statistical Process Control Statistical process control is a technique that is used in manufacturingThe purpose of SPC is to control the process of production so as to reduce the variability in the values of the output’s quality characteristics to improve the qualityNumber of factors affect the characteristics of the process outputThese factors can be classified in to two categories: natural or inherent and assignableA process is said to be under statistical control if the variability in the quality characteristics is due to natural cause only.For applying SPC, control charts are favorite tool.In control chart, output of a process is considered as a stream of numeric values, representing the values of the characteristics.Control charts are used to continuously monitor the performance of the process and identify the out- of- control situation
7Process databaseProcess database is a permanent repository of process performance data from projects which can be used for planning, estimation, analysis of productivity and quality, and otherPDB consists of data from completed projectsSo to populate PDB data must be collected in projects, analyzed, and then organized for entry into PDB.The key purposes of PDB are:To aid a new project in planning, particularly in the estimation of effort and defectsTo collect quality and productivity data on different types of projectsTo aid in creating process capability baselineTo facilitate data analysis for identifying areas and scope of improvementThe data on reviews are not kept in this database but maintained separately
8ContentsIt should contain all data about projects that may be useful for projects in planning and estimation as it aids in project planning and estimation activitiesThe data about a project can be classified according to the categories:Project characteristicsProject scheduleProject effortSizeDefects