Essa apresentação consiste em uma introdução à linguagem de programação Elixir desde a sintaxe ao ecossistema. Elixir é funcional, tem suporte a concorrência e paralelismo e tolerância a falhas, entre outras features.
Building large scale, job processing systems with Scala Akka Actor frameworkVignesh Sukumar
The document discusses building massive scale, fault tolerant job processing systems using the Scala Akka framework. It describes implementing a master-slave architecture with actors where an agent runs on each storage node to process jobs locally, achieving high throughput. It also covers controlling system load by dynamically adjusting parallelism, and implementing fine-grained fault tolerance through actor supervision strategies.
This document discusses multi-threading and actors. It covers topics like Moore's Law driving the need for threads to reduce latency, the differences between concurrency and parallelism, blocking vs non-blocking I/O, potential issues with asynchronous programming like memory leaks and callback hells, using synchronized and atomics to address thread safety issues, Java executors as a better abstraction than direct threads, Java concurrent collections, examples of actor programming with Akka in Scala, and exercises to build concurrent and actor-based applications in Java and Scala.
Exactly-once Stream Processing with Kafka StreamsGuozhang Wang
I will present the recent additions to Kafka to achieve exactly-once semantics (0.11.0) within its Streams API for stream processing use cases. This is achieved by leveraging the underlying idempotent and transactional client features. The main focus will be the specific semantics that Kafka distributed transactions enable in Streams and the underlying mechanics to let Streams scale efficiently.
Grafana Loki: like Prometheus, but for LogsMarco Pracucci
Loki is a horizontally-scalable, highly-available log aggregation system inspired by Prometheus. It is designed to be very cost-effective and easy to operate, as it does not index the contents of the logs, but rather labels for each log stream.
In this talk, we will introduce Loki, its architecture and the design trade-offs in an approachable way. We’ll both cover Loki and Promtail, the agent used to scrape local logs to push to Loki, including the Prometheus-style service discovery used to dynamically discover logs and attach metadata from applications running in a Kubernetes cluster.
Finally, we’ll show how to query logs with Grafana using LogQL - the Loki query language - and the latest Grafana features to easily build dashboards mixing metrics and logs.
RAFT In Search of an Understandable Consensus Algorithm Presentation PPTDiwasPandey3
In Search of an Understandable Consensus Algorithm
Leader Election
Select one of server to act as Leader (only one)
Detect crashes, starts election
Normal Operation (Log Replication)
Leader takes command from clients, appends it to log
Leader replicates logs to other servers
Leader never overwrites or deletes entries in its log; it only appends new entries
Safety
only servers with up-to-date logs can become the new leader
Why You Cannot Use Neural Engine to Run Your NN Models on A11 Devices?Koan-Sin Tan
The document discusses using Neural Engine on A11 and A12 devices. It provides log outputs showing Neural Engine (ANE) being used on an iPhone Xs Max and not being used on an iPhone 8 Plus and iPhone 6s, which have A11 and earlier chips. It also shares code for checking the compute units and provides links to example projects for using Neural Engine on Core ML models.
This document introduces functional programming concepts using the Elixir programming language. It summarizes that Elixir is a dynamic and functional language that runs on the Erlang VM and is designed for fault tolerance and distribution. It emphasizes immutable state, recursion over loops, and passing functions as first-class citizens. The document provides examples of communication between processes, static and dynamic typing in Elixir, and building fault-tolerant applications using supervisors. It encourages learning Elixir through patience and finding the right learning method.
Building large scale, job processing systems with Scala Akka Actor frameworkVignesh Sukumar
The document discusses building massive scale, fault tolerant job processing systems using the Scala Akka framework. It describes implementing a master-slave architecture with actors where an agent runs on each storage node to process jobs locally, achieving high throughput. It also covers controlling system load by dynamically adjusting parallelism, and implementing fine-grained fault tolerance through actor supervision strategies.
This document discusses multi-threading and actors. It covers topics like Moore's Law driving the need for threads to reduce latency, the differences between concurrency and parallelism, blocking vs non-blocking I/O, potential issues with asynchronous programming like memory leaks and callback hells, using synchronized and atomics to address thread safety issues, Java executors as a better abstraction than direct threads, Java concurrent collections, examples of actor programming with Akka in Scala, and exercises to build concurrent and actor-based applications in Java and Scala.
Exactly-once Stream Processing with Kafka StreamsGuozhang Wang
I will present the recent additions to Kafka to achieve exactly-once semantics (0.11.0) within its Streams API for stream processing use cases. This is achieved by leveraging the underlying idempotent and transactional client features. The main focus will be the specific semantics that Kafka distributed transactions enable in Streams and the underlying mechanics to let Streams scale efficiently.
Grafana Loki: like Prometheus, but for LogsMarco Pracucci
Loki is a horizontally-scalable, highly-available log aggregation system inspired by Prometheus. It is designed to be very cost-effective and easy to operate, as it does not index the contents of the logs, but rather labels for each log stream.
In this talk, we will introduce Loki, its architecture and the design trade-offs in an approachable way. We’ll both cover Loki and Promtail, the agent used to scrape local logs to push to Loki, including the Prometheus-style service discovery used to dynamically discover logs and attach metadata from applications running in a Kubernetes cluster.
Finally, we’ll show how to query logs with Grafana using LogQL - the Loki query language - and the latest Grafana features to easily build dashboards mixing metrics and logs.
RAFT In Search of an Understandable Consensus Algorithm Presentation PPTDiwasPandey3
In Search of an Understandable Consensus Algorithm
Leader Election
Select one of server to act as Leader (only one)
Detect crashes, starts election
Normal Operation (Log Replication)
Leader takes command from clients, appends it to log
Leader replicates logs to other servers
Leader never overwrites or deletes entries in its log; it only appends new entries
Safety
only servers with up-to-date logs can become the new leader
Why You Cannot Use Neural Engine to Run Your NN Models on A11 Devices?Koan-Sin Tan
The document discusses using Neural Engine on A11 and A12 devices. It provides log outputs showing Neural Engine (ANE) being used on an iPhone Xs Max and not being used on an iPhone 8 Plus and iPhone 6s, which have A11 and earlier chips. It also shares code for checking the compute units and provides links to example projects for using Neural Engine on Core ML models.
This document introduces functional programming concepts using the Elixir programming language. It summarizes that Elixir is a dynamic and functional language that runs on the Erlang VM and is designed for fault tolerance and distribution. It emphasizes immutable state, recursion over loops, and passing functions as first-class citizens. The document provides examples of communication between processes, static and dynamic typing in Elixir, and building fault-tolerant applications using supervisors. It encourages learning Elixir through patience and finding the right learning method.
Brief introduction to F# presentation for CAFE user group meeting on 1/22/15. Accompanying code can be found at: https://github.com/mjyeaney/FSharpTalks
Introduction to Erlang for the talk at the Programming Environments Meetup at the Centrum for Mathematics and Computer Science (CWI), December 14, 2012.
This document discusses reactive software systems and programming paradigms like functional programming. It introduces concepts like actors, futures, and message passing from frameworks like Akka that help build responsive and resilient reactive applications. The document also covers Scala features for functional programming like immutability, pattern matching, and actors from the Akka framework in Scala.
Introduction to concurrent programming with Akka actorsShashank L
This document provides an introduction to concurrent programming with Akka Actors. It discusses concurrency and parallelism, how the end of Moore's Law necessitated a shift to concurrent programming, and introduces key concepts of actors including message passing concurrency, actor systems, actor operations like create and send, routing, supervision, configuration and testing. Remote actors are also discussed. Examples are provided in Scala.
Introduction to concurrent programming with akka actorsdatamantra
This document provides an introduction to concurrent programming with Akka Actors. It discusses concurrency and parallelism, how the end of Moore's Law necessitated a shift to concurrent programming, and introduces key concepts of actors including message passing concurrency, actor systems, actor operations like sending messages, and more advanced topics like routing, supervision, testing, configuration and remote actors.
The working architecture of NodeJs applicationsViktor Turskyi
Talk at KharkivJs 2017, Viktor Turskyi.
Why talk about the architecture?
1) 99% of NodeJs examples on Internet are “hello world” examples
2) A lot of misunderstandings around architectural patterns
This document provides an overview of core Java concepts including:
- A brief history of Java's development from 1991 to today.
- Key Java features such as being object-oriented, platform independent, secure, and reliable.
- Object-oriented programming concepts in Java like classes, objects, inheritance, polymorphism.
- Common Java keywords, operators, data types, and variables.
- Additional topics covered include methods, inheritance, interfaces, exceptions, and strings.
This document provides an overview of OTP (Open Telecom Platform) concepts in Elixir. It discusses processes, behaviours like GenServer and Supervisor, and how they help build robust applications. Process supervision trees are shown to illustrate how processes can be organized hierarchically. An example calculator application is used to demonstrate evolving a basic script into a module, then implementing GenServer and Supervisor behaviours to integrate it with OTP. This provides message passing, naming, and fault tolerance. The talk concludes that OTP is easy to implement and the behaviours handle difficult tasks, making distributed, concurrent applications robust.
The document discusses the evolution of agile teams from having no tests to implementing behavior-driven development and domain-driven design using Behat acceptance tests. It provides examples of using Behat scenarios to drive the development of a domain model for a messaging system without frameworks or controllers. The benefits are a simple, framework-agnostic domain model that is easy to understand and test and separates business logic from the user interface layers.
Erlang 101 provides an overview of the Erlang programming language. It discusses Erlang's history and current status, key features like concurrency, distribution, and fault tolerance. These features make Erlang well-suited for building large, distributed, highly-available systems. Examples are given of companies using Erlang like Amazon, Facebook, Twitter, and of applications and frameworks built with Erlang like Apache CouchDB, RabbitMQ, and Riak. Resources for learning more about Erlang are also provided.
This document provides an overview of Java programming including:
- A brief history of Java originating from Sun Microsystems' Green project in the 1990s.
- An introduction to core Java concepts like the Java Virtual Machine, bytecode, and platforms independence.
- A discussion of object-oriented programming principles like abstraction, encapsulation, and polymorphism and how they are implemented in Java.
- Descriptions of common Java program types like applications and applets and how they are processed by the Java runtime environment.
- An introduction to Unified Modeling Language (UML) diagrams used for software design.
Elm & Elixir: Functional Programming and WebPublitory
This document discusses functional programming and its use for web development. It introduces the Elm and Elixir languages as examples of pure functional languages that can handle input/output without side effects. Elm is described as a good choice for building mobile clients since it avoids CSS, HTML, and JavaScript. The document also presents serverless architecture as an option using Elm, with the client communicating directly with a shared database. It provides links to resources on Elm and the Phoenix framework for Elixir web development. Overall, the document promotes functional programming and Elm/Elixir as trends for building scalable and maintainable web applications.
Erlang is a programming language designed for writing concurrent programs that run forever. It has a great concurrency model, is network transparent, fault tolerant, and allows replacing running code. Erlang uses processes, immutable variables, recursion, pattern matching, and functional programming. It has built-in support for concurrency through lightweight processes that communicate via message passing. The language philosophy is to "let it crash" and handle errors through recovery in other processes rather than defensive programming.
The working architecture of NodeJS applications, Виктор ТурскийSigma Software
The document discusses the working architecture of NodeJs applications. It begins by introducing the speaker Viktor Turskyi and his experience. It then discusses why architecture is important and shares their battle-tested approach. The presentation addresses whether to use monolith or microservices architectures, and recommends starting with a monolith in most cases. It also discusses domain models, services, and controllers. The presentation provides an example of a service class and user registration process to demonstrate the architecture in practice.
The working architecture of node js applications open tech week javascript ...Viktor Turskyi
We launched more than 60 projects, developed a web application architecture that is suitable for projects of completely different sizes. In the talk, I'll analyze this architecture, will consider the question what to choose “monolith or microservices”, will show the main architectural mistakes that developers make.
Implementing GraphQL API in Elixir – Victor DeryaginElixir Club
The document discusses Teachers Pay Teachers' experience implementing a GraphQL API in Elixir. Some key points:
- TpT has used Elixir and GraphQL for around 2 years to power their API, handling 2000 requests per second and significant backend work.
- Their tech stack includes Phoenix, Absinthe, Ecto, React/Apollo Client. Challenges included access control, evolving schemas, batching queries, and distributed tracing.
- Absinthe provided features like middleware, introspection and separation of schemas. Elixir tools like OTP processes helped with scalability and robustness.
- Overall they are happy with Elixir and GraphQL but note ongoing effort is
This document outlines the agenda for a presentation on full stack development. It begins with introductions and background on the presenter's experience. The presentation will cover the evolution of front-end development, typical front-end and back-end tasks, reasons for bugs on each side, and best practices for full stack development. It will also provide stories of issues that can arise when front-end and back-end teams do not communicate well. The goal is to demonstrate why understanding both sides is important for full stack developers.
OpenMP is a portable programming model that allows for parallel programming on shared memory architectures. It utilizes multithreading and shared memory to parallelize serial programs. OpenMP uses compiler directives, runtime libraries, and environment variables to parallelize loops and sections of code. It uses a fork-join model where the master thread forks additional threads to run portions of the program concurrently using shared memory. OpenMP provides a way to incrementally parallelize programs and is supported across many platforms.
The Power of Visual Regression Testing_ Why It Is Critical for Enterprise App...kalichargn70th171
Visual testing plays a vital role in ensuring that software products meet the aesthetic requirements specified by clients in functional and non-functional specifications. In today's highly competitive digital landscape, users expect a seamless and visually appealing online experience. Visual testing, also known as automated UI testing or visual regression testing, verifies the accuracy of the visual elements that users interact with.
Brief introduction to F# presentation for CAFE user group meeting on 1/22/15. Accompanying code can be found at: https://github.com/mjyeaney/FSharpTalks
Introduction to Erlang for the talk at the Programming Environments Meetup at the Centrum for Mathematics and Computer Science (CWI), December 14, 2012.
This document discusses reactive software systems and programming paradigms like functional programming. It introduces concepts like actors, futures, and message passing from frameworks like Akka that help build responsive and resilient reactive applications. The document also covers Scala features for functional programming like immutability, pattern matching, and actors from the Akka framework in Scala.
Introduction to concurrent programming with Akka actorsShashank L
This document provides an introduction to concurrent programming with Akka Actors. It discusses concurrency and parallelism, how the end of Moore's Law necessitated a shift to concurrent programming, and introduces key concepts of actors including message passing concurrency, actor systems, actor operations like create and send, routing, supervision, configuration and testing. Remote actors are also discussed. Examples are provided in Scala.
Introduction to concurrent programming with akka actorsdatamantra
This document provides an introduction to concurrent programming with Akka Actors. It discusses concurrency and parallelism, how the end of Moore's Law necessitated a shift to concurrent programming, and introduces key concepts of actors including message passing concurrency, actor systems, actor operations like sending messages, and more advanced topics like routing, supervision, testing, configuration and remote actors.
The working architecture of NodeJs applicationsViktor Turskyi
Talk at KharkivJs 2017, Viktor Turskyi.
Why talk about the architecture?
1) 99% of NodeJs examples on Internet are “hello world” examples
2) A lot of misunderstandings around architectural patterns
This document provides an overview of core Java concepts including:
- A brief history of Java's development from 1991 to today.
- Key Java features such as being object-oriented, platform independent, secure, and reliable.
- Object-oriented programming concepts in Java like classes, objects, inheritance, polymorphism.
- Common Java keywords, operators, data types, and variables.
- Additional topics covered include methods, inheritance, interfaces, exceptions, and strings.
This document provides an overview of OTP (Open Telecom Platform) concepts in Elixir. It discusses processes, behaviours like GenServer and Supervisor, and how they help build robust applications. Process supervision trees are shown to illustrate how processes can be organized hierarchically. An example calculator application is used to demonstrate evolving a basic script into a module, then implementing GenServer and Supervisor behaviours to integrate it with OTP. This provides message passing, naming, and fault tolerance. The talk concludes that OTP is easy to implement and the behaviours handle difficult tasks, making distributed, concurrent applications robust.
The document discusses the evolution of agile teams from having no tests to implementing behavior-driven development and domain-driven design using Behat acceptance tests. It provides examples of using Behat scenarios to drive the development of a domain model for a messaging system without frameworks or controllers. The benefits are a simple, framework-agnostic domain model that is easy to understand and test and separates business logic from the user interface layers.
Erlang 101 provides an overview of the Erlang programming language. It discusses Erlang's history and current status, key features like concurrency, distribution, and fault tolerance. These features make Erlang well-suited for building large, distributed, highly-available systems. Examples are given of companies using Erlang like Amazon, Facebook, Twitter, and of applications and frameworks built with Erlang like Apache CouchDB, RabbitMQ, and Riak. Resources for learning more about Erlang are also provided.
This document provides an overview of Java programming including:
- A brief history of Java originating from Sun Microsystems' Green project in the 1990s.
- An introduction to core Java concepts like the Java Virtual Machine, bytecode, and platforms independence.
- A discussion of object-oriented programming principles like abstraction, encapsulation, and polymorphism and how they are implemented in Java.
- Descriptions of common Java program types like applications and applets and how they are processed by the Java runtime environment.
- An introduction to Unified Modeling Language (UML) diagrams used for software design.
Elm & Elixir: Functional Programming and WebPublitory
This document discusses functional programming and its use for web development. It introduces the Elm and Elixir languages as examples of pure functional languages that can handle input/output without side effects. Elm is described as a good choice for building mobile clients since it avoids CSS, HTML, and JavaScript. The document also presents serverless architecture as an option using Elm, with the client communicating directly with a shared database. It provides links to resources on Elm and the Phoenix framework for Elixir web development. Overall, the document promotes functional programming and Elm/Elixir as trends for building scalable and maintainable web applications.
Erlang is a programming language designed for writing concurrent programs that run forever. It has a great concurrency model, is network transparent, fault tolerant, and allows replacing running code. Erlang uses processes, immutable variables, recursion, pattern matching, and functional programming. It has built-in support for concurrency through lightweight processes that communicate via message passing. The language philosophy is to "let it crash" and handle errors through recovery in other processes rather than defensive programming.
The working architecture of NodeJS applications, Виктор ТурскийSigma Software
The document discusses the working architecture of NodeJs applications. It begins by introducing the speaker Viktor Turskyi and his experience. It then discusses why architecture is important and shares their battle-tested approach. The presentation addresses whether to use monolith or microservices architectures, and recommends starting with a monolith in most cases. It also discusses domain models, services, and controllers. The presentation provides an example of a service class and user registration process to demonstrate the architecture in practice.
The working architecture of node js applications open tech week javascript ...Viktor Turskyi
We launched more than 60 projects, developed a web application architecture that is suitable for projects of completely different sizes. In the talk, I'll analyze this architecture, will consider the question what to choose “monolith or microservices”, will show the main architectural mistakes that developers make.
Implementing GraphQL API in Elixir – Victor DeryaginElixir Club
The document discusses Teachers Pay Teachers' experience implementing a GraphQL API in Elixir. Some key points:
- TpT has used Elixir and GraphQL for around 2 years to power their API, handling 2000 requests per second and significant backend work.
- Their tech stack includes Phoenix, Absinthe, Ecto, React/Apollo Client. Challenges included access control, evolving schemas, batching queries, and distributed tracing.
- Absinthe provided features like middleware, introspection and separation of schemas. Elixir tools like OTP processes helped with scalability and robustness.
- Overall they are happy with Elixir and GraphQL but note ongoing effort is
This document outlines the agenda for a presentation on full stack development. It begins with introductions and background on the presenter's experience. The presentation will cover the evolution of front-end development, typical front-end and back-end tasks, reasons for bugs on each side, and best practices for full stack development. It will also provide stories of issues that can arise when front-end and back-end teams do not communicate well. The goal is to demonstrate why understanding both sides is important for full stack developers.
OpenMP is a portable programming model that allows for parallel programming on shared memory architectures. It utilizes multithreading and shared memory to parallelize serial programs. OpenMP uses compiler directives, runtime libraries, and environment variables to parallelize loops and sections of code. It uses a fork-join model where the master thread forks additional threads to run portions of the program concurrently using shared memory. OpenMP provides a way to incrementally parallelize programs and is supported across many platforms.
The Power of Visual Regression Testing_ Why It Is Critical for Enterprise App...kalichargn70th171
Visual testing plays a vital role in ensuring that software products meet the aesthetic requirements specified by clients in functional and non-functional specifications. In today's highly competitive digital landscape, users expect a seamless and visually appealing online experience. Visual testing, also known as automated UI testing or visual regression testing, verifies the accuracy of the visual elements that users interact with.
Nashik's top web development company, Upturn India Technologies, crafts innovative digital solutions for your success. Partner with us and achieve your goals
Software Test Automation - A Comprehensive Guide on Automated Testing.pdfkalichargn70th171
Moving to a more digitally focused era, the importance of software is rapidly increasing. Software tools are crucial for upgrading life standards, enhancing business prospects, and making a smart world. The smooth and fail-proof functioning of the software is very critical, as a large number of people are dependent on them.
Ensuring Efficiency and Speed with Practical Solutions for Clinical OperationsOnePlan Solutions
Clinical operations professionals encounter unique challenges. Balancing regulatory requirements, tight timelines, and the need for cross-functional collaboration can create significant internal pressures. Our upcoming webinar will introduce key strategies and tools to streamline and enhance clinical development processes, helping you overcome these challenges.
Secure-by-Design Using Hardware and Software Protection for FDA ComplianceICS
This webinar explores the “secure-by-design” approach to medical device software development. During this important session, we will outline which security measures should be considered for compliance, identify technical solutions available on various hardware platforms, summarize hardware protection methods you should consider when building in security and review security software such as Trusted Execution Environments for secure storage of keys and data, and Intrusion Detection Protection Systems to monitor for threats.
Hyperledger Besu 빨리 따라하기 (Private Networks)wonyong hwang
Hyperledger Besu의 Private Networks에서 진행하는 실습입니다. 주요 내용은 공식 문서인https://besu.hyperledger.org/private-networks/tutorials 의 내용에서 발췌하였으며, Privacy Enabled Network와 Permissioned Network까지 다루고 있습니다.
This is a training session at Hyperledger Besu's Private Networks, with the main content excerpts from the official document besu.hyperledger.org/private-networks/tutorials and even covers the Private Enabled and Permitted Networks.
The Rising Future of CPaaS in the Middle East 2024Yara Milbes
Explore "The Rising Future of CPaaS in the Middle East in 2024" with this comprehensive PPT presentation. Discover how Communication Platforms as a Service (CPaaS) is transforming communication across various sectors in the Middle East.
Just like life, our code must adapt to the ever changing world we live in. From one day coding for the web, to the next for our tablets or APIs or for running serverless applications. Multi-runtime development is the future of coding, the future is to be dynamic. Let us introduce you to BoxLang.
Superpower Your Apache Kafka Applications Development with Complementary Open...Paul Brebner
Kafka Summit talk (Bangalore, India, May 2, 2024, https://events.bizzabo.com/573863/agenda/session/1300469 )
Many Apache Kafka use cases take advantage of Kafka’s ability to integrate multiple heterogeneous systems for stream processing and real-time machine learning scenarios. But Kafka also exists in a rich ecosystem of related but complementary stream processing technologies and tools, particularly from the open-source community. In this talk, we’ll take you on a tour of a selection of complementary tools that can make Kafka even more powerful. We’ll focus on tools for stream processing and querying, streaming machine learning, stream visibility and observation, stream meta-data, stream visualisation, stream development including testing and the use of Generative AI and LLMs, and stream performance and scalability. By the end you will have a good idea of the types of Kafka “superhero” tools that exist, which are my favourites (and what superpowers they have), and how they combine to save your Kafka applications development universe from swamploads of data stagnation monsters!
Photoshop Tutorial for Beginners (2024 Edition)alowpalsadig
Photoshop Tutorial for Beginners (2024 Edition)
Explore the evolution of programming and software development and design in 2024. Discover emerging trends shaping the future of coding in our insightful analysis."
Here's an overview:Introduction: The Evolution of Programming and Software DevelopmentThe Rise of Artificial Intelligence and Machine Learning in CodingAdopting Low-Code and No-Code PlatformsQuantum Computing: Entering the Software Development MainstreamIntegration of DevOps with Machine Learning: MLOpsAdvancements in Cybersecurity PracticesThe Growth of Edge ComputingEmerging Programming Languages and FrameworksSoftware Development Ethics and AI RegulationSustainability in Software EngineeringThe Future Workforce: Remote and Distributed TeamsConclusion: Adapting to the Changing Software Development LandscapeIntroduction: The Evolution of Programming and Software Development
Photoshop Tutorial for Beginners (2024 Edition)Explore the evolution of programming and software development and design in 2024. Discover emerging trends shaping the future of coding in our insightful analysis."Here's an overview:Introduction: The Evolution of Programming and Software DevelopmentThe Rise of Artificial Intelligence and Machine Learning in CodingAdopting Low-Code and No-Code PlatformsQuantum Computing: Entering the Software Development MainstreamIntegration of DevOps with Machine Learning: MLOpsAdvancements in Cybersecurity PracticesThe Growth of Edge ComputingEmerging Programming Languages and FrameworksSoftware Development Ethics and AI RegulationSustainability in Software EngineeringThe Future Workforce: Remote and Distributed TeamsConclusion: Adapting to the Changing Software Development LandscapeIntroduction: The Evolution of Programming and Software Development
The importance of developing and designing programming in 2024
Programming design and development represents a vital step in keeping pace with technological advancements and meeting ever-changing market needs. This course is intended for anyone who wants to understand the fundamental importance of software development and design, whether you are a beginner or a professional seeking to update your knowledge.
Course objectives:
1. **Learn about the basics of software development:
- Understanding software development processes and tools.
- Identify the role of programmers and designers in software projects.
2. Understanding the software design process:
- Learn about the principles of good software design.
- Discussing common design patterns such as Object-Oriented Design.
3. The importance of user experience (UX) in modern software:
- Explore how user experience can improve software acceptance and usability.
- Tools and techniques to analyze and improve user experience.
4. Increase efficiency and productivity through modern development tools:
- Access to the latest programming tools and languages used in the industry.
- Study live examples of applications
Alluxio Webinar | 10x Faster Trino Queries on Your Data PlatformAlluxio, Inc.
Alluxio Webinar
June. 18, 2024
For more Alluxio Events: https://www.alluxio.io/events/
Speaker:
- Jianjian Xie (Staff Software Engineer, Alluxio)
As Trino users increasingly rely on cloud object storage for retrieving data, speed and cloud cost have become major challenges. The separation of compute and storage creates latency challenges when querying datasets; scanning data between storage and compute tiers becomes I/O bound. On the other hand, cloud API costs related to GET/LIST operations and cross-region data transfer add up quickly.
The newly introduced Trino file system cache by Alluxio aims to overcome the above challenges. In this session, Jianjian will dive into Trino data caching strategies, the latest test results, and discuss the multi-level caching architecture. This architecture makes Trino 10x faster for data lakes of any scale, from GB to EB.
What you will learn:
- Challenges relating to the speed and costs of running Trino in the cloud
- The new Trino file system cache feature overview, including the latest development status and test results
- A multi-level cache framework for maximized speed, including Trino file system cache and Alluxio distributed cache
- Real-world cases, including a large online payment firm and a top ridesharing company
- The future roadmap of Trino file system cache and Trino-Alluxio integration
Unlock the Secrets to Effortless Video Creation with Invideo: Your Ultimate G...The Third Creative Media
"Navigating Invideo: A Comprehensive Guide" is an essential resource for anyone looking to master Invideo, an AI-powered video creation tool. This guide provides step-by-step instructions, helpful tips, and comparisons with other AI video creators. Whether you're a beginner or an experienced video editor, you'll find valuable insights to enhance your video projects and bring your creative ideas to life.
2. Sobre a linguagem
● Criada em 2012 pelo José Valim ->
● Funcional
● Concorrente
● Compilada
● Interoperabilidade com Erlang
● Metaprogramação
● Polimorfismo
3.
4. Quem está usando
● Discord
● Brex
● ThoughtWorks
● Globo.com
● Slack
● B2W Digital
● Adobe
● Pinterest
● etc
5. Elixir é bom para
● Web API/Apps
● Soft real-time (Chat Bot, Google Docs, IoT…)
● High scalability and fault tolerance
● Concurrency
● Developer happiness
6. Elixir não é bom para
● Number crunching *
● Any CPU bound *
● ...
7. O paradigma funcional λ
● Funções puras
● Imutabilidade (Variáveis, estrutura de dados)
● Composição
● Recursão
● Transparência referencial
● First class and high order functions
● Type system
● Modularidade
8. Erlang / OTP
● Usada em 50% dos switches de telecom
● Erlang Virtual Machine (Beam)
● Escalabilidade
● Alta disponibilidade
● Modelo de atores
14. Actor model
Actors are defined as independent units of computation with isolated state.
These units have two core characteristics:
● They can send messages asynchronously* to one another
● They have a mailbox which contains messages that they have received,
allowing messages to be received at any time and then queued for
processing.
15. What Can Actors Do
● Create new actors
● Receive messages and in response:
○ make local decisions (alter local state)
○ perform arbitrary, side-effecting action
○ send messages
○ respond to sender 0 or more times
● “Do not communicate by sharing memory; instead share memory by
communicating” - Effective Go
16. Actor model
● Actors process messages one at a time
● State is shared only through messages
● Actors do not share memory
● It doesn’t matter if the actor that I’m sending a message to is running
locally or in another node
● Actors knows other actors by identify
● Great project: https://akka.io/ (Java / Scala / JVM 😎)
17. Why use actors?
● Protect state
● No need for locks and synchronization
● Concurrency
● etc
18. Process-based actors (Erlang)
1. Everything is a process
2. Processes are strongly isolated
3. Process creation and destruction is a lightweight operation
4. Message passing is the only way for processes to interact
5. Processes have unique names
6. If you know the name of a process you can send it a message
7. Processes share no resources
8. Error handling is non-local
9. Processes do what they are supposed to do or fail
http://erlang.org/download/armstrong_thesis_2003.pdf