Software Development Metrics You Can Count On Parasoft
When trying to analyze software quality today, we have a bewildering array of possible metrics. Some purport to be the one true answer. Which metrics mean what? Which ones can you trust? Which ones can be dangerous? Learn how to get the most out of your software metrics.
Overview of Software Development Life Cycle Models. Why traditional parametric estimating tools do not help estimate a software project developed using the Agile model. Explain and demonstrate the “nearest neighbor” analogy technique to estimate Agile software projects. Data and actions needed to implement the nearest neighbor technique
A Review of Agile Software Effort Estimation MethodsEditor IJCATR
Software cost estimation is an essential aspect of software project management and therefore the success or failure of a software
project depends on accuracy in estimating effort, time and cost. Software cost estimation is a scientific activity that requires knowledge of a
number of relevant attributes that will determine which estimation method to use in a given situation. Over the years various studies were done
to evaluate software effort estimation methods however due to introduction of new software development methods, the reviews have not
captured new software development methods. Agile software development method is one of the recent popular methods that were not taken
into account in previous cost estimation reviews. The main aim of this paper is to review existing software effort estimation methods
exhaustively by exploring estimation methods suitable for new software development methods.
Presentation by Alain Abran and Frank Vogelezang at the CIO breakfast session from Amiti with CIOs from Government and private companies on how the COSMIC method offers critical knowledge for today and tomorrow to improve software project estimation.
One of the most challenging problems that test managers face involves implementing effective, meaningful, and insightful test metrics. Data and measures are the foundation of true understanding, but the misuse of metrics causes confusion, bad decisions, and demotivation. Rex Black shares how to avoid these unfortunate situations by using metrics properly as part of your test management process. How can we measure our progress in testing a project? What can metrics tell us about the quality of the product? How can we measure the quality of the test process itself? Rex answers these questions, illustrated with case studies and real-life examples. Learn how to use test case metrics, coverage metrics, and defect metrics in ways that demonstrate status, quantify effectiveness, and support smart decision making. Exercises provide immediate opportunities for you to apply the techniques to your own testing metrics. Join Rex to jump-start a new testing metrics program or gain new ideas to improve your existing one.
CEBoK for Software Past Present Future - Megan JonesNesma
The Cost Estimation Body of Knowledge for Software is in development for a number of years within ICEAA. First as a section of the general CEBoK, but it will be established as a separate CEBoK-S for Software, since software is becoming very prominent within the cost estimation community.
Software Development Metrics You Can Count On Parasoft
When trying to analyze software quality today, we have a bewildering array of possible metrics. Some purport to be the one true answer. Which metrics mean what? Which ones can you trust? Which ones can be dangerous? Learn how to get the most out of your software metrics.
Overview of Software Development Life Cycle Models. Why traditional parametric estimating tools do not help estimate a software project developed using the Agile model. Explain and demonstrate the “nearest neighbor” analogy technique to estimate Agile software projects. Data and actions needed to implement the nearest neighbor technique
A Review of Agile Software Effort Estimation MethodsEditor IJCATR
Software cost estimation is an essential aspect of software project management and therefore the success or failure of a software
project depends on accuracy in estimating effort, time and cost. Software cost estimation is a scientific activity that requires knowledge of a
number of relevant attributes that will determine which estimation method to use in a given situation. Over the years various studies were done
to evaluate software effort estimation methods however due to introduction of new software development methods, the reviews have not
captured new software development methods. Agile software development method is one of the recent popular methods that were not taken
into account in previous cost estimation reviews. The main aim of this paper is to review existing software effort estimation methods
exhaustively by exploring estimation methods suitable for new software development methods.
Presentation by Alain Abran and Frank Vogelezang at the CIO breakfast session from Amiti with CIOs from Government and private companies on how the COSMIC method offers critical knowledge for today and tomorrow to improve software project estimation.
One of the most challenging problems that test managers face involves implementing effective, meaningful, and insightful test metrics. Data and measures are the foundation of true understanding, but the misuse of metrics causes confusion, bad decisions, and demotivation. Rex Black shares how to avoid these unfortunate situations by using metrics properly as part of your test management process. How can we measure our progress in testing a project? What can metrics tell us about the quality of the product? How can we measure the quality of the test process itself? Rex answers these questions, illustrated with case studies and real-life examples. Learn how to use test case metrics, coverage metrics, and defect metrics in ways that demonstrate status, quantify effectiveness, and support smart decision making. Exercises provide immediate opportunities for you to apply the techniques to your own testing metrics. Join Rex to jump-start a new testing metrics program or gain new ideas to improve your existing one.
CEBoK for Software Past Present Future - Megan JonesNesma
The Cost Estimation Body of Knowledge for Software is in development for a number of years within ICEAA. First as a section of the general CEBoK, but it will be established as a separate CEBoK-S for Software, since software is becoming very prominent within the cost estimation community.
The Use of Functional Size in the Industry.pdfNesma
In this webinar, the emphasis is on the use of Functional Size in the Industry, and we focus on several use cases where functional size helps organizations to make impactful decisions based on objective metrics and data.
While traditional performance metrics often measure individual output or adherence to pre-defined plans, measuring performance in agile teams requires a different approach. Agile teams operate in iterative cycles, prioritizing adaptability and learning over rigid goals. So, why do organizations still measure their performance?
By using the right metrics in the right way, organizations can empower their agile teams to thrive and deliver exceptional results.
Software Cost Estimation webinar January 2024.pdfNesma
In this webinar you will learn why Software Cost Estimation is important, what is the Software Cost Estimation Body of Knowledge for Software and the ways you can become a professional certified software cost estimator SCEC!
The journey of UNISON Cost Engineering in the field of automotive software cost estimation started in 2018. The expectation is that in 2030 the cost of software will be 50% of the total production cost of a car. To help the OEM get a proper understanding of the software development cost they need to use some form of size measurement to compare, challenge and control the cost of software development by the software vendors.
The COSMIC battle between David and Goliath - Paul HusseinNesma
No more exhaustive and emotional discussions on price and deliverables. Predictable prices for projects and changes. No escalating maintenance costs. This can only be done by specifying exactly what you want and outsource it to the right service providers that have the required platform already in place.
Succesful Estimating - It's how you tell the story - Amritpal Singh AgarNesma
Estimating the Cost of something is a profession. But then you have to tell the story about the estimate to whoever needs to hear that story. The success of how you tell the story is determining the success of the cost estimate.
Agile Development and Agile Cost Estimation - A return to basic principles - ...Nesma
Is there a natural tension between agile development and traditional cost management or do we need to return to basic principles? Even when you are flexible, you still need to make a plan, build an estimate and measure what you have achieved.
Resolving Cost Management and Key Pitfalls of Agile Software Development - Da...Nesma
Agile software development does not always live up to the promises. Especially in the field of IT Cost Management. Without proper estimation and tracking the value cannot be made clear.
Project Succes is a Choice - Joop SchefferlieNesma
Project success is a choice. Don't stop thinking about the best way to do a project, agile or not. Select the best competencies to ensure that the project will be successful.
Deze presentatie beschrijft een praktische implementatie van het gebruik van Nesma functiepunten in Agile deliveries. Deze presentatie is gepresenteerd door Richard Sweer van Infinity tijdens de webinar Afrekenen met functiepunten. Voor meer info: www.nesma.org; conference@nesma.org.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
2. Carol Dekkers
Carol Dekkers, PMP, CFPS (Fellow), P.Eng, CSM, AEC, is founder and CEO of
Quality PlusTechnologies, Inc. and currently is the lead author of the ICEAA
Software Estimating Body of Knowledge (SCEBoK). She specializes in
working with companies who want to succeed with software measurement
and functional size measurement. She is a co-author of several textbooks
(The IT Measurement Compendium: Estimating and Benchmarking Success with
Functional Size Measurement; Program management toolkit for software and
systems development; Practical Software Project Estimation; and others,) and is a
frequent speaker worldwide on estimating, measurement, ISO standards,
project management, communication and quality. Ms Dekkers is a Past-
president and former Director of Communications and Marketing for the
International Function Point Users Group (IFPUG). She is also a U.S. expert as
part of the USNB delegation to ISO/IEC SC7 software engineering standards.
ABOUTME
4. THE INTERNATIONAL COST ESTIMATING AND
ANALYSIS ASSOCIATION IS A 501(C)(6)
INTERNATIONAL NON-PROFIT ORGANIZATION
DEDICATED TO ADVANCING, ENCOURAGING,
PROMOTING AND ENHANCING THE
PROFESSION OF COST ESTIMATING AND
ANALYSIS, THROUGH THE USE OF
PARAMETRICS AND OTHER DATA-DRIVEN
TECHNIQUES.
MISSION
STATEMENT
page 4
6. ICEAAProducts
• Current: Cost Estimating Body of Knowledge (CEBoK)
• Serves as the foundation for its certifications CCEA® and PCEA ®
• Includes one module on software cost estimating
• Launching in 2021: Software Cost Estimating Body of Knowledge (SCEBoK)
• Project started in 2015 with ICEAA, IFPUG, & Nesma
• 2016/17: Software Certification CurriculumWorking Group 7 modules presented
• 2018/19 16 modules presented
• 2020 Partnership with U.S. Defense Acquisition University (DAU) to use BCF-250 Software Cost
Estimation materials, set up formal SCEBoK Review Group (Nesma,Tecolote, Galorath, Boeing,
PRICE Systems, CGI, MITRE, QinetiQ), hired project manager
• 2021 planned release and presentation of SCEBoK content in Minneapolis
7. SCEBoKGoals
Factually and objectively present a variety of software sizing methods (to allow users to draw
their own conclusions about the merits of any given method)
Deliver unbiased content for an international audience. Minimize focus on US Government /
Department of Defense
Provide users with an understanding of best practices in software estimating, to compliment
and enhance CEBoK® cost estimates and analysis
Provide guidance to the essential considerations in software cost estimating
8. SCEBoKTargetAudiences
Commercial organizations
Original Equipment
Manufacturers (OEMs)
Government organizations
Consulting firms
Quasi-government
organizations (e.g.,
Federally Funded Research
& Development Centers)
Academic institutions
8
9. SCEBoK will be an extension of ICEAA’s Cost
Estimating Body of Knowledge (CEBoK®)
• Fundamental cost estimating lessons will not be
repeated in SCEBoK
• SCEBoK will only be available as an add-on
purchase to CEBoK®
• References and links will cross between
core CEBoK® lessons and SCEBoK
modules
9
SCEBoKandCEBoK®
SCEBoK
CEBoK®
10. Lessons1-6(subjecttochange)
Lesson 1 –The
importance of
software cost
estimating
Lesson 2-
Software
Development
Paradigms
Lesson 4 –
Creating the
(Development)
Estimate
Lesson 5 –
Software
Sustainment
Lesson 3 -The
SCEBoK 5-Step
Estimating
Process
Lesson 6 –
Software
Procurement
Lesson X –
Software Size
LessonY –
Productivity
Lesson Z –
Commercial
Estimating
Models
12. OPTIMISM
Innate bias - Planning Fallacy
Project managers are risk-seeking
1 COST, SCHEDULE,
TECHNICAL MISALIGNMENT
Like a three-legged stool, all need to
be consistent in order for a project to
balance
2 MOORE’S LAW
Exponential growth in technology
Paired with projects that take a
decade or longer to complete
means that either there is a
continual requirements update
process, or the product is obsolete
on delivery
3
BLACK SWANS
Unpredictable, rare, unprecedented
events that have a huge impact
Why Cost and Schedule Growth
Occur
Numerous Reasons, Both
Internal and External
“The Non-Secret of Good Cost
[and Schedule] Estimating:
Don’t Drink the Kool-Aid”-
Lawrence Goeller, OSD Cost
Analysis Improvement Group
4 LAKE WOBEGON
Project managers and staff are not
like the children of Garrison Keillor’s
fictional town – they are not all
above average
5Source: Christian B. Smart, Solving for Risk Management:
Understanding the Critical Role of Uncertainty in Project Management
13. STEP 1: DEFINITION & PLANNING (INCLUDES SCOPE)
STEP 2: DATA COLLECTION, NORMALIZATION, AND
ANALYSIS
STEP 3: PREPARING THE POINT ESTIMATE
STEP 4: SENSITIVITY, RISK & UNCERTAINTY ANALYSIS
STEP 5: DOCUMENTATION & PRESENTATION
UPDATE ESTIMATE AND COLLECT DATA
LESSON3:
SCEBOK5-STEP
ESTIMATING
PROCESS
page 13
14. Software-intensive program1
Investment:
• Program/project management
• Systems engineering
• BPR/ Change management
• System Development
• System Procurement
• Hardware
• Software
• System level integration & test
• System deployment/implementation
Operations & support (O&S)2
• Help desk/service desk support
• Technology refresh/upgrade
• System maintenance
SCEBoK
Lessons 2, 4
SCEBoK
Lesson 6
SCEBoK Lesson 5
Software life cycle (example)
• Investment
• Plan (sourcing, business case, governance)
• Develop and/or procure
• Software development estimate
• Req implementation
• Software procurement
• System Integration
• Deployment
• Operations & Support (O&S)
• Help desk, licenses, hosting, etc.
• Software sustainment
• End of life
Software Estimates are Part of the Program Estimate
15. FUNCTIONAL SIZE (IFPUG, NESMA, COSMIC, SIFP,
OBJECT POINTS, USE CASE POINTS, REQUIREMENTS
RELATIVE EFFORT SIZING
EFFECTIVE SOURCE LINES OF CODE
ACCOUNTING FOR REUSED AND ADAPTED CODE
OTHER CONSIDERATIONS, RULES OF THUMB
QUESTIONS TO ASK ABOUT SOFTWARE SIZE
LESSONX:
SOFTWARESIZE
page 15
16. SOFTWARESIZEIS
CORNERSTONE
SIZE AND PRODUCTIVITY COST DRIVERS,
SOLID ESTIMATING TECHNIQUES
• Estimated effort depends on realistic
software size
• Cost and schedule depend on realistic
effort estimate (based on size)
• Robust software sizing is critical to
estimating success
page 16
17. SCEBOK PROVIDES CAREER GROWTH FOR
MEASUREMENT PRACTITIONERS (WHO ARE NOT
SOFTWARE ESTIMATING EXPERTS)
SCEBOK PROVIDES GROWTH FOR COST ESTIMATORS
(WHO ARE NOT FAMILIAR WITH SOFTWARE)
SCEBOK PROVIDES GROWTH FOR PROFESSIONALISM
IN SOFTWARE COST ESTIMATING
GOODNEWSFOR
MEASUREMENT
PRACTITIONERS
ANDESTIMATORS
page 17