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Rekayasa Perangkat Lunak. Pertemuan IV Bab 4 – Proses Software & Project Metrics. Lord Kelvin. “Bila anda dapat mengukur apa yang sedang anda bicarakan dan mengexpresikan dalam angka, berarti anda memahaminya…dan bila tidak berarti pengetahuan anda belum lengkap…”. Pendahuluan.
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Rekayasa Perangkat Lunak Pertemuan IV Bab 4 – Proses Software & Project Metrics
Lord Kelvin • “Bila anda dapat mengukur apa yang sedang anda bicarakan dan mengexpresikan dalam angka, berarti anda memahaminya…dan bila tidak berarti pengetahuan anda belum lengkap…”
Pendahuluan • [IEE93] : metric as “a quantitative measure of the degree to which a system, component, or process possesses a given attribute.” • A software metric relates the individual measures in some way (e.g., the average number of errors found per review). • A software engineer collects measures and develops metrics so that indicators will be obtained. • An indicator is a metric or combination of metrics that provide insight into the software process, a software project, or the product itself.
Metric Example • Each (4) team must conduct design reviews but is allowed to select the type of review that it will use. • Upon examination of the metric, errors found per person-hour expended, the project manager notices that the two teams using more formal review methods exhibit an errors found per person-hour expended that is 40 percent higher than the other teams. • Assuming all other parameters equal, this provides the project manager with an indicator that formal review methods may provide a higher return on time investment than another, less formal review approach. • She may decide to suggest that all teams use the more formal approach. The metric provides the manager with insight. And insight leads to informed decision making.
Indikator proyek • Memungkinkan manajer proyek : • Memperkirakan status proyek. • Menelusuri resiko-resiko potensial. • Menemukan area masalah sebelum semakin kritis. • Menyesuaikan aliran kerja. • Mengevaluasi kemempuan tim & kontrol kualitas atas hasil kerja RPL.
Penjelasan • Process sits at the center of a triangle connecting three factors that have a profound influence on software quality and organizational performance. • Skill & motivation of people has been shown to be the single most influential factor in quality & performance. • Complexity of the product can have a substantial impact on quality and team performance. • Technology (i.e., the software engineering methods) that populate the process also has an impact. • The process triangle exists within a circle of environmental conditions that include the development environment (e.g., CASE tools), business conditions (e.g., deadlines, business rules), and customer characteristics (e.g., ease of communication).
Set of metrics • Set of metrics based on the outcomes that can be derived from the process. • Outcomes include measures of : • errors uncovered before release of the software, • defects delivered to and reported by end-users, • work products delivered (productivity), • human effort expended, • calendar time expended, • schedule conformance, and others.
Kesalahan & Cacat • Kesalahan/ error = ketidaksempurnaan yang ditemukan sebelum disampaikan kepada end-user • Cacat/ defect = ketidaksempurnaan yang ditemukan sesudah disampaikan kepada end-user
The Intent Of Project Metrics • To minimize the development schedule by making the adjustments necessary to avoid delays and mitigate potential problems and risks. • To assess product quality on an ongoing basis and, when necessary, modify the technical approach to improve quality. • As quality improves, defects are minimized, and as the defect count goes down, the amount of rework required during the project is also reduced. This leads to a reduction in overall project cost.
SOFTWARE MEASUREMENT • Direct measures of the software engineering process include cost and effort applied. Direct measures of the product include lines of code (LOC) produced, execution speed, memory size, and defects reported over some set period of time. • Indirect measures of the product include functionality, quality, complexity, efficiency, reliability, maintainability, and many other "–abilities"
Mengukur Kualitas • Menurut Gilb : Correctness. A program must operate correctly or it provides little value to its users. Correctness is the degree to which the software performs its required function. The most common measure for correctness is defects per KLOC, where a defect is defined as a verified lack of conformance to requirements.
Maintainability. Maintainability is the ease with which a program can be corrected if an error is encountered, adapted if its environment changes, or enhanced if the customer desires a change in requirements. • A simple time-oriented metric is mean-time-tochange (MTTC), the time it takes to analyze the change request, design an appropriate modification, implement the change, test it, and distribute the change to all users.
Integrity. This attribute measures a system's ability to withstand attacks (both accidental and intentional) to its security. Attacks can be made on: programs, data, and documents. • Threat is the probability (which can be estimated or derived from empirical evidence) that an attack of a specific type will occur within a given time. Security is the probability (which can be estimated or derived from empirical evidence) that the attack of a specific type will be repelled. • Integrity = summation [(1 – threat) (1 – security)]
Usability. Usability is an attempt to quantify user-friendliness and can be measured in terms of four characteristics: • (1) the physical and or intellectual skill required to learn the system, • (2) the time required to become moderately efficient in the use of the system, • (3) the net increase in productivity measured when the system is used by someone who is moderately efficient, and • (4) a subjective assessment (questionnaire) of users attitudes toward the system.
Defect Removal Efficiency (DRE) • A quality metric that provides benefit at both the project and process. • In essence, DRE is a measure of the filtering ability of quality assurance and control activities as they are applied throughout all process framework activities. • DRE = E/(E + D) • E is the number of errors found before delivery of the software to the end-user • D is the number of defects found after delivery. • Berapakah DRE ideal???
Metrik untuk Organisasi Kecil • Time (hours or days) elapsed from the time a request is made until evaluation is complete. • Effort (person-hours) to perform the evaluation. • Time (hours or days) elapsed from completion of evaluation to assignment of change order to personnel. • Effort (person-hours) required to make the change. • Time required (hours or days) to make the change. • Errors uncovered during work to make change. • Defects uncovered after change is released to the customer base.
Teknik Membuat Metrik • Identify your business goals. • Identify what you want to know or learn. • Identify your subgoals. • Identify the entities & attributes related to your subgoals. • Formalize your measurement goals. • Identify quantifiable questions & the related indicators. • Identify the data elements that you will collect to construct the indicators that help answer your questions. • Define the measures to be used, and make these definitions operational. • Identify the actions that you will take to implement the measures. • Prepare a plan for implementing the measures.
Prioritized Business Goals • 1. Improve our customers’ satisfaction with our products. • 2. Make our products easier to use. • 3. Reduce the time it takes us to get a new product to market. • 4. Make support for our products easier. • 5. Improve our overall profitability.
Kesimpulan • Measurement enables managers and practitioners to improve the software process; assist in the planning, tracking, and control of a software project; and assess the quality of the product (software) that is produced. • Process metrics enable an organization to take a strategic view by providing insight into the effectiveness of a software process. • Data collection, metrics computation, and metrics analysis are the three steps that must be implemented to begin a metrics program.