This document provides an overview of a software engineering course. It discusses key topics that will be covered in the course including software processes, agile development, requirements engineering, system modeling, architectural design, testing and evolution. It outlines the course objectives of providing an introduction to important software engineering concepts. It also discusses different types of software applications and the diversity of techniques used for different applications. Finally, it covers software engineering fundamentals that apply across all application types.
A Study of Variable-Role-based Feature Enrichment in Neural Models of CodeAftab Hussain
Understanding variable roles in code has been found to be helpful by students
in learning programming -- could variable roles help deep neural models in
performing coding tasks? We do an exploratory study.
- These are slides of the talk given at InteNSE'23: The 1st International Workshop on Interpretability and Robustness in Neural Software Engineering, co-located with the 45th International Conference on Software Engineering, ICSE 2023, Melbourne Australia
A Study of Variable-Role-based Feature Enrichment in Neural Models of CodeAftab Hussain
Understanding variable roles in code has been found to be helpful by students
in learning programming -- could variable roles help deep neural models in
performing coding tasks? We do an exploratory study.
- These are slides of the talk given at InteNSE'23: The 1st International Workshop on Interpretability and Robustness in Neural Software Engineering, co-located with the 45th International Conference on Software Engineering, ICSE 2023, Melbourne Australia
May Marketo Masterclass, London MUG May 22 2024.pdfAdele Miller
Can't make Adobe Summit in Vegas? No sweat because the EMEA Marketo Engage Champions are coming to London to share their Summit sessions, insights and more!
This is a MUG with a twist you don't want to miss.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Graspan: A Big Data System for Big Code AnalysisAftab Hussain
We built a disk-based parallel graph system, Graspan, that uses a novel edge-pair centric computation model to compute dynamic transitive closures on very large program graphs.
We implement context-sensitive pointer/alias and dataflow analyses on Graspan. An evaluation of these analyses on large codebases such as Linux shows that their Graspan implementations scale to millions of lines of code and are much simpler than their original implementations.
These analyses were used to augment the existing checkers; these augmented checkers found 132 new NULL pointer bugs and 1308 unnecessary NULL tests in Linux 4.4.0-rc5, PostgreSQL 8.3.9, and Apache httpd 2.2.18.
- Accepted in ASPLOS ‘17, Xi’an, China.
- Featured in the tutorial, Systemized Program Analyses: A Big Data Perspective on Static Analysis Scalability, ASPLOS ‘17.
- Invited for presentation at SoCal PLS ‘16.
- Invited for poster presentation at PLDI SRC ‘16.
Artificia Intellicence and XPath Extension FunctionsOctavian Nadolu
The purpose of this presentation is to provide an overview of how you can use AI from XSLT, XQuery, Schematron, or XML Refactoring operations, the potential benefits of using AI, and some of the challenges we face.
Launch Your Streaming Platforms in MinutesRoshan Dwivedi
The claim of launching a streaming platform in minutes might be a bit of an exaggeration, but there are services that can significantly streamline the process. Here's a breakdown:
Pros of Speedy Streaming Platform Launch Services:
No coding required: These services often use drag-and-drop interfaces or pre-built templates, eliminating the need for programming knowledge.
Faster setup: Compared to building from scratch, these platforms can get you up and running much quicker.
All-in-one solutions: Many services offer features like content management systems (CMS), video players, and monetization tools, reducing the need for multiple integrations.
Things to Consider:
Limited customization: These platforms may offer less flexibility in design and functionality compared to custom-built solutions.
Scalability: As your audience grows, you might need to upgrade to a more robust platform or encounter limitations with the "quick launch" option.
Features: Carefully evaluate which features are included and if they meet your specific needs (e.g., live streaming, subscription options).
Examples of Services for Launching Streaming Platforms:
Muvi [muvi com]
Uscreen [usencreen tv]
Alternatives to Consider:
Existing Streaming platforms: Platforms like YouTube or Twitch might be suitable for basic streaming needs, though monetization options might be limited.
Custom Development: While more time-consuming, custom development offers the most control and flexibility for your platform.
Overall, launching a streaming platform in minutes might not be entirely realistic, but these services can significantly speed up the process compared to building from scratch. Carefully consider your needs and budget when choosing the best option for you.
Top Features to Include in Your Winzo Clone App for Business Growth (4).pptxrickgrimesss22
Discover the essential features to incorporate in your Winzo clone app to boost business growth, enhance user engagement, and drive revenue. Learn how to create a compelling gaming experience that stands out in the competitive market.
Need for Speed: Removing speed bumps from your Symfony projects ⚡️Łukasz Chruściel
No one wants their application to drag like a car stuck in the slow lane! Yet it’s all too common to encounter bumpy, pothole-filled solutions that slow the speed of any application. Symfony apps are not an exception.
In this talk, I will take you for a spin around the performance racetrack. We’ll explore common pitfalls - those hidden potholes on your application that can cause unexpected slowdowns. Learn how to spot these performance bumps early, and more importantly, how to navigate around them to keep your application running at top speed.
We will focus in particular on tuning your engine at the application level, making the right adjustments to ensure that your system responds like a well-oiled, high-performance race car.
Transform Your Communication with Cloud-Based IVR SolutionsTheSMSPoint
Discover the power of Cloud-Based IVR Solutions to streamline communication processes. Embrace scalability and cost-efficiency while enhancing customer experiences with features like automated call routing and voice recognition. Accessible from anywhere, these solutions integrate seamlessly with existing systems, providing real-time analytics for continuous improvement. Revolutionize your communication strategy today with Cloud-Based IVR Solutions. Learn more at: https://thesmspoint.com/channel/cloud-telephony
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
Enterprise Resource Planning System includes various modules that reduce any business's workload. Additionally, it organizes the workflows, which drives towards enhancing productivity. Here are a detailed explanation of the ERP modules. Going through the points will help you understand how the software is changing the work dynamics.
To know more details here: https://blogs.nyggs.com/nyggs/enterprise-resource-planning-erp-system-modules/
Do you want Software for your Business? Visit Deuglo
Deuglo has top Software Developers in India. They are experts in software development and help design and create custom Software solutions.
Deuglo follows seven steps methods for delivering their services to their customers. They called it the Software development life cycle process (SDLC).
Requirement — Collecting the Requirements is the first Phase in the SSLC process.
Feasibility Study — after completing the requirement process they move to the design phase.
Design — in this phase, they start designing the software.
Coding — when designing is completed, the developers start coding for the software.
Testing — in this phase when the coding of the software is done the testing team will start testing.
Installation — after completion of testing, the application opens to the live server and launches!
Maintenance — after completing the software development, customers start using the software.
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI AppGoogle
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI App
👉👉 Click Here To Get More Info 👇👇
https://sumonreview.com/ai-fusion-buddy-review
AI Fusion Buddy Review: Key Features
✅Create Stunning AI App Suite Fully Powered By Google's Latest AI technology, Gemini
✅Use Gemini to Build high-converting Converting Sales Video Scripts, ad copies, Trending Articles, blogs, etc.100% unique!
✅Create Ultra-HD graphics with a single keyword or phrase that commands 10x eyeballs!
✅Fully automated AI articles bulk generation!
✅Auto-post or schedule stunning AI content across all your accounts at once—WordPress, Facebook, LinkedIn, Blogger, and more.
✅With one keyword or URL, generate complete websites, landing pages, and more…
✅Automatically create & sell AI content, graphics, websites, landing pages, & all that gets you paid non-stop 24*7.
✅Pre-built High-Converting 100+ website Templates and 2000+ graphic templates logos, banners, and thumbnail images in Trending Niches.
✅Say goodbye to wasting time logging into multiple Chat GPT & AI Apps once & for all!
✅Save over $5000 per year and kick out dependency on third parties completely!
✅Brand New App: Not available anywhere else!
✅ Beginner-friendly!
✅ZERO upfront cost or any extra expenses
✅Risk-Free: 30-Day Money-Back Guarantee!
✅Commercial License included!
See My Other Reviews Article:
(1) AI Genie Review: https://sumonreview.com/ai-genie-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
#AIFusionBuddyReview,
#AIFusionBuddyFeatures,
#AIFusionBuddyPricing,
#AIFusionBuddyProsandCons,
#AIFusionBuddyTutorial,
#AIFusionBuddyUserExperience
#AIFusionBuddyforBeginners,
#AIFusionBuddyBenefits,
#AIFusionBuddyComparison,
#AIFusionBuddyInstallation,
#AIFusionBuddyRefundPolicy,
#AIFusionBuddyDemo,
#AIFusionBuddyMaintenanceFees,
#AIFusionBuddyNewbieFriendly,
#WhatIsAIFusionBuddy?,
#HowDoesAIFusionBuddyWorks
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
4. Indicative Reading List
Textbook:
• Ian Sommerville, "Software Engineering (10th Edition)",
Addison Wesley,
For OO Design Principles, Analysis & Design, UML
Modelling:
• Bernd Bruegge, Allen H. Dutoit , Object-Oriented
Software Engineering:
Using UML, Patterns and Java, 3rd Edition, Prentice Hall
2009.
For the Design Patterns:
• Vlissides, J., Helm, R., Johnson, R. and Gamma, E.,
1995. Design patterns: Elements of reusable object-
oriented software.
4
6. Course Objectives
• This course aims to provide a general introduction
to software engineering.
• It introduces important concepts such as:
• Software processes,
• Agile methods, and
• Describe essential software development activities,
from initial software specification to system evolution.
6
8. Chapter objectives
The objectives of this chapter are to introduce software
engineering. At the end of the chapter, you will:
Understand what software engineering is and why it is
important.
Understand that the development of different types of
software systems may require different software
engineering techniques.
Understand some ethical and professional issues that
are important for software engineers.
8
9. Why … Software Engineering?
The economies of all developed nations are dependent
on software.
More and more systems (employing for example in
infrastructures, utilities, industrial manufacturing and
entertainments, Internet, modern telecommunications)
are software controlled
software engineering is concerned with theories,
methods and tools for professional software
development.
Expenditure on software represents a significant fraction
of gross national product (GNP) in all developed
countries.
9
10. Software costs
Software costs often dominate computer system costs.
The costs of software on a PC are often greater than the
hardware cost.
For software systems with a long life, maintenance costs
may be several times development costs.
Software engineering is concerned with cost-effective
software development.
10
11. Software project failure
Increasing system complexity
As new software engineering techniques help us to build larger,
more complex systems, the demands change.
Systems have to be built and delivered more quickly; larger,
even more complex systems are required;
Systems have to have new capabilities that were previously
thought to be impossible.
Failure to use software engineering methods
It is fairly easy to write computer programs without using
software engineering methods and techniques.
They do not use software engineering methods in their everyday
work. Consequently, their software is often more expensive and
less reliable than it should be.
11
13. Frequently asked questions about
software engineering
13
Question
• Answer
What is software?
• Computer programs and associated documentation. Software
products may be developed for a particular customer or may be
developed for a general market.
What are the attributes of good software?
• Good software should deliver the required functionality and
performance to the user and should be maintainable, and usable.
What is software engineering?
• Software engineering is an engineering discipline that is
concerned with all aspects of software production.
14. Frequently asked questions about
software engineering
14
What are the fundamental software engineering activities?
• Software specification, software development, software validation
and software evolution.
What is the difference between software engineering and
computer science?
• Computer science focuses on theory and fundamentals; software
engineering is concerned with the practicalities of developing and
delivering useful software.
What is the difference between software engineering and system
engineering?
• System engineering is concerned with all aspects of computer-based
systems development including hardware, software and process
engineering. Software engineering is part of this more general process.
15. Software products
Generic products
Stand-alone systems that are marketed and sold to any
customer who wishes to buy them.
Examples – PC software such as graphics programs, project
management tools; CAD software; software for specific markets
such as appointments systems for dentists.
Customized products
Software that is commissioned by a specific customer to meet
their own needs.
Examples – embedded control systems, air traffic control
software, traffic monitoring systems.
15
16. Product specification
Generic products
The specification of what the software should do is owned by the
software developer and decisions on software change are made
by the developer.
Customized products
The specification of what the software should do is owned by the
customer for the software and they make decisions on software
changes that are required.
16
17. Essential attributes of good software
Product characteristic Description
Maintainability Software should be written in such a way so that it can evolve to
meet the changing needs of customers. This is a critical attribute
because software change is an inevitable requirement of a
changing business environment.
Dependability and
security
Software dependability includes a range of characteristics
including reliability, security and safety. Dependable software
should not cause physical or economic damage in the event of
system failure. Malicious users should not be able to access or
damage the system.
Efficiency Software should not make wasteful use of system resources such
as memory and processor cycles. Efficiency therefore includes
responsiveness, processing time, memory utilisation, etc.
Acceptability Software must be acceptable to the type of users for which it is
designed. This means that it must be understandable, usable and
compatible with other systems that they use.
17
18. Software engineering
Software engineering is an engineering discipline that is
concerned with all aspects of software production
from the early stages of system specification to maintaining the
system after it has gone into use.
Engineering discipline
Using appropriate theories and methods to solve problems
bearing in mind organizational and financial constraints.
All aspects of software production
Not just technical process of development, but also project
management and the development of tools, methods etc. to
support software production.
18
19. Importance of software engineering
More and more, individuals and society rely on advanced
software systems.
We need to be able to produce reliable and trustworthy systems
economically and quickly.
It is usually cheaper, in the long run, to use software
engineering methods and techniques for software
systems rather than just write the programs as if it was a
personal programming project.
For most types of system, the majority of costs are the costs of
changing the software after it has gone into use.
19
20. Software process activities
A software process is a sequence of activities that leads to
the production of a software product.
1. Software specification, where customers and engineers
define the software that is to be produced and the
constraints on its operation.
2. Software development, where the software is designed
and programmed.
3. Software validation, where the software is checked to
ensure that it is what the customer requires.
4. Software evolution, where the software is modified to
reflect changing customers and market requirements.
20
21. Software engineering diversity
There are many different types of software systems and
there is no universal set of software techniques that is
applicable to all of these.
The software engineering methods and tools used:
Depend on the type of application being developed,
The requirements of the customer, and
The background of the development team.
21
22. Application types
Stand-alone applications
These are application systems that run on a local computer,
such as a PC. They include all necessary functionality and do
not need to be connected to a network.
Interactive transaction-based applications
Applications that execute on a remote computer and are
accessed by users from their own PCs or terminals. These
include cloud-based services and web applications (e.g., e-
commerce and e-business applications).
Embedded control systems
These are software control systems that control and manage
hardware devices. Numerically, there are probably more
embedded systems than any other type of system. E.g., the
software in mobile phone, anti-lock braking and microwave. 22
23. Application types
Batch processing systems
These are business systems that are designed to process data
in large batches (e.g., periodic billing systems, and salary
payment systems).
They process large numbers of individual inputs to create
corresponding outputs.
Entertainment systems
These are systems that are primarily for personal use and are
intended to entertain the user.
Systems for modelling and simulation
These are systems that are developed by scientists and
engineers to model physical processes or situations, which
include many, separate, interacting objects.
23
24. Application types
Data collection systems
These are systems that collect data from their environments
using a set of sensors and send that data to other systems for
processing.
Systems of systems
These are systems that are composed of a number of other
software systems.
24
25. Software engineering fundamentals
Some fundamental principles apply to all types of software
systems and underlie all professional software
development:
Systems should be developed using a managed and understood
development process. Of course, different processes are used for
different types of software.
Dependability and performance are important for all types of
systems.
Understanding and managing the software specifications and
requirements (what the software should do) are important.
Where appropriate, you should reuse software that has already
been effectively developed with less use of existing resources
rather than write new software.
25
26. Internet software engineering
The Web is now a platform for running applications and
organizations are increasingly developing web-based
systems rather than local systems.
Web services are software components that deliver
specific, useful functionality and which are accessed
over the Web.
Applications are constructed by integrating these web services,
provided by different companies.
Cloud computing is an approach to the facility of
computer services where applications run remotely on
the ‘cloud’.
Users do not buy software but pay according to use.
26
27. Engineering Web-based software systems
Web-based systems are complex distributed systems
but the fundamental principles of software engineering
discussed previously are as applicable to them as they
are to any other types of systems.
The fundamental ideas of software engineering apply to
web-based software in the same way that they apply to
other types of software systems.
27
28. Engineering Web software
Software reuse
Software reuse is the dominant approach for constructing web-
based systems.
When building these systems, you think about how you can
assemble them from pre-existing software components and systems.
Incremental and agile development
Web-based systems should be developed and delivered
incrementally.
It is now generally recognized that it is impractical to specify all the
requirements for such systems in advance.
28