Microsoft developed a large-scale model-based testing program to test 222 technical protocols over many years. They analyzed thousands of pages of documentation to identify requirements and convert them to testable assertions. Approximately 69% of tests were developed using model-based techniques, finding them 42% more efficient than traditional testing. Key factors in their success included tool support for modeling in common languages, extensive training for testers, and a review process to provide guidance. The large size and scope of the program provided empirical evidence of the benefits of model-based testing.
A Platform for Application Risk IntelligenceCheckmarx
Using Source Code Understanding as a Risk Barometer:
Source Code Analysis technologies have significantly evolved in recent years – making improvements in precision and accuracy with the introduction of new analysis techniques like flow analysis. This article describes this evolution and how the most advanced capabilities available today like query-based analysis and Knowledge Discovery can be leveraged to create a platform for Application Risk Intelligence (ARI) to help implement a proactive security program.
PVS-Studio advertisement - static analysis of C/C++ codePVS-Studio
This document advertises the PVS-Studio static analyzer. It describes how using PVS-Studio reduces the number of errors in code of C/C++/C++11 projects and costs on code testing, debugging and maintenance. A lot of examples of errors are cited found by the analyzer in various Open-Source projects. The document describes PVS-Studio at the time of version 4.38 on October 12-th, 2011, and therefore does not describe the capabilities of the tool in the next versions. To learn about new capabilities, visit the product's site http://www.viva64.com or search for an updated version of this article.
Revisiting Code Ownership and Its Relationship with Software Quality in the S...The University of Adelaide
This work was presented at The 38th International Conference on Software Engineering (ICSE2016).
Abstract: Code ownership establishes a chain of responsibility for modules in large software systems. Although prior work uncovers a link between code ownership heuristics and software quality, these heuristics rely solely on the authorship of code changes. In addition to authoring code changes, developers also make important contributions to a module by reviewing code changes. Indeed, recent work shows that reviewers are highly active in modern code review processes, often suggesting alternative solutions or providing updates to the code changes. In this paper, we complement traditional code ownership heuristics using code review activity. Through a case study of six releases of the large Qt and OpenStack systems, we find that: (1) 67%-86% of developers did not author any code changes for a module, but still actively contributed by reviewing 21%-39% of the code changes, (2) code ownership heuristics that are aware of reviewing activity share a relationship with software quality, and (3) the proportion of reviewers without expertise shares a strong, increasing relationship with the likelihood of having post-release defects. Our results suggest that reviewing activity captures an important aspect of code ownership, and should be included in approximations of it in future studies.
A Platform for Application Risk IntelligenceCheckmarx
Using Source Code Understanding as a Risk Barometer:
Source Code Analysis technologies have significantly evolved in recent years – making improvements in precision and accuracy with the introduction of new analysis techniques like flow analysis. This article describes this evolution and how the most advanced capabilities available today like query-based analysis and Knowledge Discovery can be leveraged to create a platform for Application Risk Intelligence (ARI) to help implement a proactive security program.
PVS-Studio advertisement - static analysis of C/C++ codePVS-Studio
This document advertises the PVS-Studio static analyzer. It describes how using PVS-Studio reduces the number of errors in code of C/C++/C++11 projects and costs on code testing, debugging and maintenance. A lot of examples of errors are cited found by the analyzer in various Open-Source projects. The document describes PVS-Studio at the time of version 4.38 on October 12-th, 2011, and therefore does not describe the capabilities of the tool in the next versions. To learn about new capabilities, visit the product's site http://www.viva64.com or search for an updated version of this article.
Revisiting Code Ownership and Its Relationship with Software Quality in the S...The University of Adelaide
This work was presented at The 38th International Conference on Software Engineering (ICSE2016).
Abstract: Code ownership establishes a chain of responsibility for modules in large software systems. Although prior work uncovers a link between code ownership heuristics and software quality, these heuristics rely solely on the authorship of code changes. In addition to authoring code changes, developers also make important contributions to a module by reviewing code changes. Indeed, recent work shows that reviewers are highly active in modern code review processes, often suggesting alternative solutions or providing updates to the code changes. In this paper, we complement traditional code ownership heuristics using code review activity. Through a case study of six releases of the large Qt and OpenStack systems, we find that: (1) 67%-86% of developers did not author any code changes for a module, but still actively contributed by reviewing 21%-39% of the code changes, (2) code ownership heuristics that are aware of reviewing activity share a relationship with software quality, and (3) the proportion of reviewers without expertise shares a strong, increasing relationship with the likelihood of having post-release defects. Our results suggest that reviewing activity captures an important aspect of code ownership, and should be included in approximations of it in future studies.
Keynote VST2020 (Workshop on Validation, Analysis and Evolution of Software ...University of Antwerp
A keynote delivered for the 3rd Workshop on
Validation, Analysis and Evolution of Software Tests
February 18, 2020 | co-located with SANER 2020, London, Ontario, Canada.
http://vst2020.scch.at
Abstract - With the rise of agile development, software teams all over the world embrace faster release cycles as *the* way to incorporate customer feedback into product development processes. Yet, faster release cycles imply rethinking the traditional notion of software quality: agile teams must balance reliability (minimize known defects) against agility (maximize ease of change). This talk will explore the state-of-the-art in software test automation and the opportunities this may present for maintaining this balance. We will address questions like: Will our test suite detect critical defects early? If not, how can we improve our test suite? Where should we fix a defect? The research underpinning all of this has been validated under "in vivo" circumstances through the TESTOMAT project, a European project with 34 partners coming from 6 different countries.
WebRTC Webinar & Q&A - W3C WebRTC JS API Test Platform & Updates from W3C Lis...Amir Zmora
On September 19-23 there was the W3C TPAC meeting in Lisbon. Dan will cover some of the highlights of the recent Lisbon WebRTC meeting, including what items are the sticking points, where work is focusing, progress estimates, and thoughts on what might go into the next version of WebRTC after 1.0 is finished.
Alex will cover the W3C testing platform: "Test The Web Forward". W3C, unlike IETF, is developing and maintaining a complete test suite for all its JS APIs. No specification is actually accepted by W3C and final without the corresponding test suite. Topics that will be addressed include what this testing platform implements, its status with respect to WebRTC and now it is used by different browser vendors as an indication of their compliance with the standards.
As always, we encourage you to submit your general WebRTC related questions beforehand in the Questions & Topics section to make sure we answer them during the session.
Event sponsored by WebRTC.Ventures & Blacc Spot Media
Developing software at scale cs 394 may 2011Todd Warren
I gave a guest lecture in software engineering to Chris Riesbeck's CS394 class at Northwestern in spring 2011. See my related blog post at www.toddwinc.com/blog
The presentation on Expanding test horizons with Robot Framework was done during #ATAGTR2017, one of the largest global testing conference. All copyright belongs to the author.
Author and presenter : Kushan Amarasiri
Finding Bugs, Fixing Bugs, Preventing Bugs — Exploiting Automated Tests to In...University of Antwerp
With the rise of agile development, software teams all over the world embrace faster release cycles as *the* way to incorporate customer feedback into product development processes. Yet, faster release cycles imply rethinking the traditional notion of software quality: agile teams must balance reliability (minimize known defects) against agility (maximize ease of change). This talk will explore the state-of-the-art in software test automation and the opportunities this may present for maintaining this balance. We will address questions like: Will our test suite detect critical defects early? If not, how can we improve our test suite? Where should we fix a defect?
(Keynote for the SHIFT 2020 and IWSF 2020 Workshops, October 2020)
Functional and non-functional testing with IoT-TestwareAxel Rennoch
The Internet of Things (IoT) is omnipresent. More and more hardware devices get connected and will collect and share huge amounts of data in the near future. This progress will lead to a digital and hyper-connected world. Though, in such growing networks of interconnected things, quality assurance (QA) will become a continuous challenge. Especially aspects like conformance, interoperability and security but also performance and robustness will require an increased attention from QA perspective.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Keynote VST2020 (Workshop on Validation, Analysis and Evolution of Software ...University of Antwerp
A keynote delivered for the 3rd Workshop on
Validation, Analysis and Evolution of Software Tests
February 18, 2020 | co-located with SANER 2020, London, Ontario, Canada.
http://vst2020.scch.at
Abstract - With the rise of agile development, software teams all over the world embrace faster release cycles as *the* way to incorporate customer feedback into product development processes. Yet, faster release cycles imply rethinking the traditional notion of software quality: agile teams must balance reliability (minimize known defects) against agility (maximize ease of change). This talk will explore the state-of-the-art in software test automation and the opportunities this may present for maintaining this balance. We will address questions like: Will our test suite detect critical defects early? If not, how can we improve our test suite? Where should we fix a defect? The research underpinning all of this has been validated under "in vivo" circumstances through the TESTOMAT project, a European project with 34 partners coming from 6 different countries.
WebRTC Webinar & Q&A - W3C WebRTC JS API Test Platform & Updates from W3C Lis...Amir Zmora
On September 19-23 there was the W3C TPAC meeting in Lisbon. Dan will cover some of the highlights of the recent Lisbon WebRTC meeting, including what items are the sticking points, where work is focusing, progress estimates, and thoughts on what might go into the next version of WebRTC after 1.0 is finished.
Alex will cover the W3C testing platform: "Test The Web Forward". W3C, unlike IETF, is developing and maintaining a complete test suite for all its JS APIs. No specification is actually accepted by W3C and final without the corresponding test suite. Topics that will be addressed include what this testing platform implements, its status with respect to WebRTC and now it is used by different browser vendors as an indication of their compliance with the standards.
As always, we encourage you to submit your general WebRTC related questions beforehand in the Questions & Topics section to make sure we answer them during the session.
Event sponsored by WebRTC.Ventures & Blacc Spot Media
Developing software at scale cs 394 may 2011Todd Warren
I gave a guest lecture in software engineering to Chris Riesbeck's CS394 class at Northwestern in spring 2011. See my related blog post at www.toddwinc.com/blog
The presentation on Expanding test horizons with Robot Framework was done during #ATAGTR2017, one of the largest global testing conference. All copyright belongs to the author.
Author and presenter : Kushan Amarasiri
Finding Bugs, Fixing Bugs, Preventing Bugs — Exploiting Automated Tests to In...University of Antwerp
With the rise of agile development, software teams all over the world embrace faster release cycles as *the* way to incorporate customer feedback into product development processes. Yet, faster release cycles imply rethinking the traditional notion of software quality: agile teams must balance reliability (minimize known defects) against agility (maximize ease of change). This talk will explore the state-of-the-art in software test automation and the opportunities this may present for maintaining this balance. We will address questions like: Will our test suite detect critical defects early? If not, how can we improve our test suite? Where should we fix a defect?
(Keynote for the SHIFT 2020 and IWSF 2020 Workshops, October 2020)
Functional and non-functional testing with IoT-TestwareAxel Rennoch
The Internet of Things (IoT) is omnipresent. More and more hardware devices get connected and will collect and share huge amounts of data in the near future. This progress will lead to a digital and hyper-connected world. Though, in such growing networks of interconnected things, quality assurance (QA) will become a continuous challenge. Especially aspects like conformance, interoperability and security but also performance and robustness will require an increased attention from QA perspective.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
1. Microsoft’s Protocol DocumentationMicrosoft’s Protocol Documentation
Program:Program:
A Success Story for Model-Based TestingA Success Story for Model-Based Testing
Wolfgang Grieskamp, Software Architect
Windows Interoperability Engineering Team, Microsoft Corporation
Keynote given at A-MOST 2011, March 2011, Berlin, Germany.
18. Spec ExplorerWalkthrough: Chat ExampleSpec ExplorerWalkthrough: Chat Example
Users can
Enter the session
Exit the session
List all session users
Broadcast a message
Received by all session users
18
Chat Room Server
User1
SUT
User2 User3
What happens if two users broadcast a message at virtually the same
time?
19. Chat RequirementsChat Requirements
19
R1: User MUST receive response for logon request
R2: User MUST receive response for logoff request
R3: User MUST receive response for list request
R4: List response MUST contain the list of logged-on users if
successful
R5: All logged-on users MUST receive broadcast message
R6: Messages from one sender MUST be received in order
20. Chat tracesChat traces
Is the trace correct?
(Assume two users (user1, user2) are logged on)
20
T1
Broadcast(user1,”1”)
Broadcast(user2,”2”)
BroadcastAck(user2,”1”)
BroadcastAck(user1,”2”)
BroadcastAck(user1,”1”)
BroadcastAck(user2,”2”)
T2
Broadcast(user1,”1”)
Broadcast(user2,”2”)
BroadcastAck(user1,”2”)
BroadcastAck(user1,”1”)
BroadcastAck(user2,”1”)
BroadcastAck(user2,”2”)
T3
Broadcast(user1,”1”)
Broadcast(user2,”2”)
BroadcastAck(user1,”2”)
BroadcastAck(user2,”2”)
BroadcastAck(user1,”1”)
BroadcastAck(user2,”1”)
If each user sends one message, any receiving order is correct!
21. Chat tracesChat traces
Is the trace correct?
(Assume two users (user1, user2) are logged on)
21
T4
Broadcast(user1,”1a”)
Broadcast(user1,”1b”)
BroadcastAck(user2,”1a”)
BroadcastAck(user1,”1a”)
BroadcastAck(user1,”1b”)
BroadcastAck(user2,”1b”)
T5
Broadcast(user1,”1a”)
Broadcast(user1,”1b”)
BroadcastAck(user1,”1a”)
BroadcastAck(user2,”1b”)
BroadcastAck(user1,”1b”)
BroadcastAck(user2,”1a”)
Local order consistency:
messages sent by one user must be received in order
24. Spec Explorer’s Conformance NotionSpec Explorer’s Conformance Notion
Alternating simulation:
SUT must “simulate” all stimuli of model
Model must “simulate” all responses of SUT (responses are buffered)
24
Broadcast(1,”1”)
Broadcast(1,”2”)
Model SUT
Broadcast(1,”1”)
Broadcast(1,”2”)
BroadcastAck(1,”1”
)
BroadcastAck(2,”1”)
BroadcastAck(1,”1”
)
BroadcastAck(2,”1”)
BroadcastAck(2,”1”)
BroadcastAck(1,”2”
)
25. Spec Explorer’s Approach to State ExplosionSpec Explorer’s Approach to State Explosion
Slicing techniques:
Parameter selection (Constraints, Pairwise, etc.)
State filtering
Trace patterns
Requirement coverage
Slicing requires human intervention
Smart slicing is an art
Spec Explorer tailored for slicing design
25
26. Where aTrace can end: Accepting StateWhere aTrace can end: Accepting State
ConditionCondition
Is the following a valid word?
Micr
Does the following trace represents a useful test?
Broadcast(1,”1”); Broadcast(1,”1”)
An Accepting state condition characterizes those
states in which a trace can end
Used to ensure that a trace does not stop at arbitrary points
Used to ensure that a test leaves the system in a good state
Accepting state condition for Chat:
All messages have been delivered to recipients
26
27. Demo: Chat ModelDemo: Chat Model
What the demo shows
OO model state
Using helper methods in models
Modeling with events
Slicing