Continuous Integration, Fast Builds and Flot
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This document discusses techniques for continuous integration (CI), including: 1. CI involves integrating code changes frequently and automatically through a shared code repository with automated builds and tests. This helps catch errors early and prevents integration issues. 2. As codebases grow larger, builds can slow down, hindering developer productivity and ability to deliver features quickly. 3. Various techniques can help speed up slow builds, such as splitting codebases, using faster hardware, optimizing tests, isolating dependencies, parallelizing builds, and choosing lightweight development containers. Monitoring build times is also important.
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LINQ/PLINQ
This document provides an overview of LINQ and PLINQ. It introduces LINQ as a programming model that allows for uniform data manipulation and querying. It discusses various LINQ implementations like LINQ to Objects. The document also covers advanced LINQ concepts like recursive lambda expressions and expression trees. It then introduces PLINQ, explaining that it uses the Task Parallel Library to enable parallel processing. The document demonstrates LINQ basics and PLINQ to show how it can speed up processing by using multiple CPU cores.
Gpu Cuda
CPU architectures are good for serial programs but have slower memory access and thread switching than GPUs. GPU architectures devote most transistors to processing elements for parallel computation on large data sets using shared memory. CUDA provides C extensions for programming GPUs for general purpose processing using a thread hierarchy of blocks and grids. Matrix addition can be accelerated on a GPU using CUDA by assigning each thread to calculate one element. Results show GPU acceleration provides speedups over CPUs for tasks in radio astronomy imaging pipelines.
Facade Pattern
The Facade pattern provides a simplified interface to a more complex subsystem. It defines a higher-level interface that makes the subsystem easier to use. The Facade shields clients from subsystem components by promoting weak coupling between the subsystems and its clients. It encapsulates the subsystem and provides a single point of access to it.
Phani Kumar - Decorator Pattern
The document discusses the Decorator design pattern, which provides a flexible alternative to subclassing by allowing additional responsibilities to be attached to an object dynamically at runtime through the use of wrapper objects known as decorators. It provides an example of using decorators to modify a coffee order by adding condiments like milk and chocolate without exploding the number of classes. The key advantages of the Decorator pattern are that it allows extending functionality without modifying existing classes and supports adding multiple decorators to an object dynamically at runtime. Some disadvantages are that it can result in more smaller classes and increase complexity when instantiating decorated components.
Composite Pattern
The Composite pattern allows clients to treat primitive objects and containers of objects uniformly by composing them into tree structures. It allows clients to treat individual objects and compositions of objects in a uniform manner. The pattern allows clients to recursively compose objects into tree structures to represent part-whole hierarchies.
Adapter Design Pattern
The adapter pattern converts the interface of one class into another interface that clients expect. It allows classes to work together that otherwise could not due to incompatible interfaces. There are two common implementations: class adapter uses inheritance to adapt the interface, while object adapter uses composition by delegating to the adapted class. The adapter pattern is useful for integration work to combine existing classes with mismatched interfaces.
Prototype Design Pattern
The document discusses the Prototype design pattern which specifies the kinds of objects to create using a prototypical instance, and creates new objects by copying this instance. It can avoid building a class hierarchy of factories and is used when loading classes dynamically. Prototype reduces the total number of classes needed and allows adding or removing prototypes at runtime by varying their data or structure.
Factory Method Design Pattern
The Factory Method pattern defines an interface for creating objects but allows subclasses to determine which object class to instantiate. This pattern encapsulates object creation and delegates it to subclasses, allowing classes to be extended without modifying the original code. The document also discusses why design patterns are useful, some strategies for using them like programming to interfaces, and themes and consequences of the Factory Method pattern like increased flexibility and eliminating hard-coded dependencies.
Abstract Factory Design Pattern
The abstract factory pattern provides an interface for creating families of related or dependent objects without specifying their concrete classes. It allows a system to be independent of how its objects are created, composed, and represented. The abstract factory pattern is a creational pattern that allows for multiple types of products to be created through a common interface.
A Little Lisp
John McCarthy created LISP in 1958 as a mathematical notation for computer programs based on lambda calculus. LISP pioneered many concepts still used today like tree data structures, automatic storage management, and self-hosting compilers. It remains influential as one of the earliest functional programming languages.
State Pattern in Flex
The document discusses the state pattern, including:
- Allowing an object to change its behavior based on internal state changes, making it seem like the object is changing classes.
- Client code interacts with the context, which behaves differently depending on its current state.
- States are often singletons to avoid recreating state instances.
- States can access the context via a back pointer or by passing needed data via parameters.
- The state can be changed by client code, state instances, or the context itself.
Active Object
The Active Object design pattern decouples method execution from method invocation to enhance concurrency and simplify synchronized access to an object that resides in its own thread of control. It uses a proxy and servant model where method calls made on the proxy are queued and executed asynchronously by the servant in its own thread. This allows transparent leveraging of parallelism but can complicate debugging due to differences in invocation and execution order.
Extract Composite Talk Andy
The document describes refactoring code using the Composite pattern. Originally, two classes FormTag and LinkTag contained duplicate code for looping through child nodes. This was refactored by creating a common Composite base class with the looping behavior. FormTag and LinkTag were made subclasses of Composite. The child reference and looping method were pulled up from the subclasses to the new Composite class. This removed duplication while preserving the original interface.
More from melbournepatterns (20)
Recently uploaded
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...
Direct losses from downtime in 1 minute = $5-$10 thousand dollars. Reputation is priceless.
As part of the talk, we will consider the architectural strategies necessary for the development of highly loaded fintech solutions. We will focus on using queues and streaming to efficiently work and manage large amounts of data in real-time and to minimize latency.
We will focus special attention on the architectural patterns used in the design of the fintech system, microservices and event-driven architecture, which ensure scalability, fault tolerance, and consistency of the entire system.
QA or the Highway - Component Testing: Bridging the gap between frontend appl...
These are the slides for the presentation, "Component Testing: Bridging the gap between frontend applications" that was presented at QA or the Highway 2024 in Columbus, OH by Zachary Hamm.
Day 2 - Intro to UiPath Studio Fundamentals
In our second session, we shall learn all about the main features and fundamentals of UiPath Studio that enable us to use the building blocks for any automation project.
📕 Detailed agenda:
Variables and Datatypes
Workflow Layouts
Arguments
Control Flows and Loops
Conditional Statements
💻 Extra training through UiPath Academy:
Variables, Constants, and Arguments in Studio
Control Flow in Studio
From Natural Language to Structured Solr Queries using LLMs
This talk draws on experimentation to enable AI applications with Solr. One important use case is to use AI for better accessibility and discoverability of the data: while User eXperience techniques, lexical search improvements, and data harmonization can take organizations to a good level of accessibility, a structural (or “cognitive” gap) remains between the data user needs and the data producer constraints.
That is where AI – and most importantly, Natural Language Processing and Large Language Model techniques – could make a difference. This natural language, conversational engine could facilitate access and usage of the data leveraging the semantics of any data source.
The objective of the presentation is to propose a technical approach and a way forward to achieve this goal.
The key concept is to enable users to express their search queries in natural language, which the LLM then enriches, interprets, and translates into structured queries based on the Solr index’s metadata.
This approach leverages the LLM’s ability to understand the nuances of natural language and the structure of documents within Apache Solr.
The LLM acts as an intermediary agent, offering a transparent experience to users automatically and potentially uncovering relevant documents that conventional search methods might overlook. The presentation will include the results of this experimental work, lessons learned, best practices, and the scope of future work that should improve the approach and make it production-ready.
GNSS spoofing via SDR (Criptored Talks 2024)
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
Demystifying Knowledge Management through Storytelling
The Department of Veteran Affairs (VA) invited Taylor Paschal, Knowledge & Information Management Consultant at Enterprise Knowledge, to speak at a Knowledge Management Lunch and Learn hosted on June 12, 2024. All Office of Administration staff were invited to attend and received professional development credit for participating in the voluntary event.
The objectives of the Lunch and Learn presentation were to:
- Review what KM ‘is’ and ‘isn’t’
- Understand the value of KM and the benefits of engaging
- Define and reflect on your “what’s in it for me?”
- Share actionable ways you can participate in Knowledge - - Capture & Transfer
Session 1 - Intro to Robotic Process Automation.pdf
👉 Check out our full 'Africa Series - Automation Student Developers (EN)' page to register for the full program:
https://bit.ly/Automation_Student_Kickstart
In this session, we shall introduce you to the world of automation, the UiPath Platform, and guide you on how to install and setup UiPath Studio on your Windows PC.
📕 Detailed agenda:
What is RPA? Benefits of RPA?
RPA Applications
The UiPath End-to-End Automation Platform
UiPath Studio CE Installation and Setup
💻 Extra training through UiPath Academy:
Introduction to Automation
UiPath Business Automation Platform
Explore automation development with UiPath Studio
👉 Register here for our upcoming Session 2 on June 20: Introduction to UiPath Studio Fundamentals: https://community.uipath.com/events/details/uipath-lagos-presents-session-2-introduction-to-uipath-studio-fundamentals/
"What does it really mean for your system to be available, or how to define w...
We will talk about system monitoring from a few different angles. We will start by covering the basics, then discuss SLOs, how to define them, and why understanding the business well is crucial for success in this exercise.
AppSec PNW: Android and iOS Application Security with MobSF
Mobile Security Framework - MobSF is a free and open source automated mobile application security testing environment designed to help security engineers, researchers, developers, and penetration testers to identify security vulnerabilities, malicious behaviours and privacy concerns in mobile applications using static and dynamic analysis. It supports all the popular mobile application binaries and source code formats built for Android and iOS devices. In addition to automated security assessment, it also offers an interactive testing environment to build and execute scenario based test/fuzz cases against the application.
This talk covers:
Using MobSF for static analysis of mobile applications.
Interactive dynamic security assessment of Android and iOS applications.
Solving Mobile app CTF challenges.
Reverse engineering and runtime analysis of Mobile malware.
How to shift left and integrate MobSF/mobsfscan SAST and DAST in your build pipeline.
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
Gursev Pirge, PhD
Senior Data Scientist - JohnSnowLabs
What is an RPA CoE? Session 2 – CoE Roles
In this session, we will review the players involved in the CoE and how each role impacts opportunities.
Topics covered:
• What roles are essential?
• What place in the automation journey does each role play?
Speaker:
Chris Bolin, Senior Intelligent Automation Architect Anika Systems
Introduction of Cybersecurity with OSS at Code Europe 2024
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
At this talk we will discuss DDoS protection tools and best practices, discuss network architectures and what AWS has to offer. Also, we will look into one of the largest DDoS attacks on Ukrainian infrastructure that happened in February 2022. We'll see, what techniques helped to keep the web resources available for Ukrainians and how AWS improved DDoS protection for all customers based on Ukraine experience
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
Tomaz Bratanic
Graph ML and GenAI Expert - Neo4j
The Microsoft 365 Migration Tutorial For Beginner.pptx
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...Edge AI and Vision Alliance
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.Main news related to the CCS TSI 2023 (2023/1695)
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...
This LF Energy webinar took place June 20, 2024. It featured:
-Alex Thornton, LF Energy
-Hallie Cramer, Google
-Daniel Roesler, UtilityAPI
-Henry Richardson, WattTime
In response to the urgency and scale required to effectively address climate change, open source solutions offer significant potential for driving innovation and progress. Currently, there is a growing demand for standardization and interoperability in energy data and modeling. Open source standards and specifications within the energy sector can also alleviate challenges associated with data fragmentation, transparency, and accessibility. At the same time, it is crucial to consider privacy and security concerns throughout the development of open source platforms.
This webinar will delve into the motivations behind establishing LF Energy’s Carbon Data Specification Consortium. It will provide an overview of the draft specifications and the ongoing progress made by the respective working groups.
Three primary specifications will be discussed:
-Discovery and client registration, emphasizing transparent processes and secure and private access
-Customer data, centering around customer tariffs, bills, energy usage, and full consumption disclosure
-Power systems data, focusing on grid data, inclusive of transmission and distribution networks, generation, intergrid power flows, and market settlement data
Recently uploaded (20)
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...
QA or the Highway - Component Testing: Bridging the gap between frontend appl...
QA or the Highway - Component Testing: Bridging the gap between frontend appl...
From Natural Language to Structured Solr Queries using LLMs
From Natural Language to Structured Solr Queries using LLMs
Demystifying Knowledge Management through Storytelling
Demystifying Knowledge Management through Storytelling
Poznań ACE event - 19.06.2024 Team 24 Wrapup slidedeck
Poznań ACE event - 19.06.2024 Team 24 Wrapup slidedeck
Session 1 - Intro to Robotic Process Automation.pdf
Session 1 - Intro to Robotic Process Automation.pdf
"What does it really mean for your system to be available, or how to define w...
"What does it really mean for your system to be available, or how to define w...
AppSec PNW: Android and iOS Application Security with MobSF
AppSec PNW: Android and iOS Application Security with MobSF
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
The Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptx
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...
Continuous Integration, Fast Builds and Flot
- 1. Continuous Integration, Fast Builds and Flot Chris Bushell - Melbourne Patterns Group February 3rd 2010
- 2. Traditional Software Development Waterfall Development happens independently, in parallel streams Integration phase
- 3. Integration Is Painful Time consuming Unpredictable
- 5. Continuous Integration Single source code repository Automated build Automated tests Frequent commits
- 6. CI In Practice – Check Out Time
- 7. CI In Practice – Write Code Time
- 8. CI In Practice – Run Build Time
- 9. CI In Practice – Commit Time
- 10. CI In Practice Time
- 11. CI In Practice – Continuous Build Time
- 12. Encourage Frequent Check-Ins Integrating small changes is much less painful and time consuming than integrating large changes
- 13. Problem - Builds Can Become Slow More code = more tests = longer build time
- 14. A Fast Build Is Essential Idle developers Context switching Unable to deliver new features I get bored easily
- 15. Monitoring Build Time Need to measure how long your build takes
- 16. Continuous Integration Server API allows us to access historic build time information
- 17. Flot Demo
- 18. Speeding Up A Slow Build Split code base
- 19. Speeding Up A Slow Build Hardware SSD
- 20. Speeding Up A Slow Build Think about how to test Unit tests are fast Functional testing can be slow
- 21. Speeding Up A Slow Build Isolation from slow dependencies Impersonator pattern
- 22. Speeding Up A Slow Build Parallelize build Be careful with shared dependencies
- 23. Speeding Up A Slow Build Choose a light weight development container
- 24. Speeding Up A Slow Build Sam Newman’s Build Patterns Check In Gate Fish Eye Test Suite Build Time Limit