February 2015

February 2015

New Article - Forecasting from Defect Signals

Forecasting from Defect Signals

On large software development and acquisition programs, testing phases typically extend over many months. It is important to forecast the quality of the software at that future time when the schedule calls for testing to be complete. In this article, originally published in CrossTalk, Paul Below shows how Walter Shewhart’s Control Charts can be applied to this purpose, in order to detect a signal that indicates a significant change in the state of the software. This signal detection is then used to improve mapping of project progress to forecast curves and thereby improve estimates of project schedule.

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Defects Articles Quality

Making Project Decisions Early is Risky Business

At QSM, we have one of the largest industry databases in the world of completed software projects. The data comes from our clients with their permission and this data has been the backbone of our software estimation business for over 35 years. We can see what is reasonable on software development projects as it relates to cost, team size, effort, duration, size, and reliability. Because of our experience we are often asked about risk factors and estimation accuracy early in the project lifecycle. We explain that increased accuracy comes with having historical data and good sizing information.

But what happens on the early estimates when clients don’t have history and detailed sizing information? Can they still generate scope level estimates so they can make good business decisions? The answer is yes. Risk management techniques can be applied and project uncertainty can be calculated so organizations can plan effectively. This is very important because big business decisions are often made early. Decision-makers need to know if they should move forward with a project and they need to know how much time and effort to allocate.

We use SLIM-Estimate, which is a leading estimation tool that leverages the Putnam Model. It generates reliable estimates based on QSM’s time-tested forecasting models and historical data and it also provides scope level estimates when project information is hard to find. It will allow you to see the chance you have of hitting your project goals and it will allow you to factor in your uncertainty.

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Risk Management Estimation

Getting a Good Start in Software Estimation

Software Estimation Good StartHow in the world does landing on an aircraft carrier relate to software estimation? Anyone who has ever experienced the terror joy of landing a jet on an aircraft carrier, especially on that dark, stormy night with no moon and a pitching deck, appreciates the importance of a good start. Your line-up is critical, as is your airspeed, angle-of-attack and attention to the "ball" – that tiny little yellow dot between the rows of green lights. As a former Bombardier/Navigator in the Grumman A6E Intruder, I have teamed with pilots on over 300 landings, all of which I have lived through. My job was to monitor and call the line-up and radar altimeter, handle the radios, manage the fuel and generally avoid sounding terrified for the entire evolution.

The process was made significantly easier if we arrived at the 3/4 mile point behind the ship at the right airspeed, gross weight, angle of attack, altitude and line up. Sort of like juggling a bunch of skittish cats.

But when all those parameters came together, we had a good start. When embarking on a software development project, or any engineering project, it’s equally important to have a strong foundation. That means having a solid idea of the characteristics of the project, what resources are (or should be) available, what duration is most likely and how good does it have to be. A software estimation tool can provide the project manager with this essential information.

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Estimation

Webinar Replay - Avoiding Disaster in IT Outsourcing: A Quantitative Solution for Vendor Management

If you were unable to attend our recent webinar, "Avoiding Disaster in IT Outsourcing: A Quantitative Solution for Vendor Management," a replay is now available.

In the Forbes article “Now Every Company is a Software Company,” David Kirkpatrick argues “regardless of industry your company is now a software company, and pretending that it’s not spells serious peril.”

As organizations in nearly every industry sector transform into software companies, many executives, project managers, and procurement departments are being thrust into the role of managing IT vendors on software projects, yet they do not have the expertise to do so effectively. Typical pain points include:

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