Celery is a Python-based distributed task queue that uses message queues like AMQP to asynchronously execute tasks across multiple machines. It provides features like task scheduling, retries, error handling, and integration with Django. Tasks are defined as Python functions decorated with the "@task" decorator. Workers process tasks from the queue and results are sent back via messages. Celery simplifies building asynchronous workflows in Python applications.
This document contains the requirement specification and design for a chat application. It includes use case diagrams and tables describing the authentication system, contacts form, chat form, maintenance, and monitoring features. It also includes activity diagrams, class diagrams, entity relationship diagrams, and sequence diagrams modeling the application's functionality and architecture. The data flow diagrams show the high-level data flows and data transformation processes within the chat application.
Microservices. Test smarter, not harder. Voxxed Days 2019Beth Skurrie
Microservices have become mainstream now. Writing and deploying small, independent services has many benefits, but on the downside, it increases the number of integration points, which increases the amount of integration testing required. How can we be confident that all our services will work correctly together, without being burdened by increasingly complex and brittle integration tests? Learn how Pact solves this problem by using consumer driven contracts, allowing you to escape Integration Testing Hell and ship your code with speed and confidence.
This document summarizes a Java-based chat application created by DVS Technologies. It discusses what chatting and chat applications are, how they allow real-time communication, and how they are used on websites and mobile devices. It then explains the technical details of how sockets allow for two-way communication between client and server programs by binding to specific port numbers, allowing the server to listen for connection requests and the client to identify the server to connect to. Diagrams demonstrate how a port scanner can find the port a chat server is listening on so the client can connect and authenticate with the server.
Building High Performance APIs In Go Using gRPC And Protocol BuffersShiju Varghese
The document discusses building high performance APIs in Go using gRPC and Protocol Buffers. It describes how gRPC is a high performance, open-source RPC framework that uses Protocol Buffers for serialization. It provides an overview of building APIs with gRPC by defining services and messages with Protobuf, generating code, implementing servers and clients. The workflow allows building APIs that are efficient, strongly typed and work across languages.
The document summarizes Jan Vonka's presentation on Alfresco's exciting new REST APIs. It provides an overview of the REST API architecture and components. It highlights many new features in the Content Services 5.2 and Process Services 1.6 APIs, including new endpoints, operations, and enhanced APIs for sites and people. It demonstrates using the APIs via Postman. It discusses the API documentation and upcoming futures like exposing more services and improvements to the REST framework.
gRPC in Golang presentation
In this talk, I introduced gRPC, Protocol buffer, and how to use them with golang.
Source code used in the presentation: http://github.com/AlmogBaku/grpc-in-go
Celery is a Python-based distributed task queue that uses message queues like AMQP to asynchronously execute tasks across multiple machines. It provides features like task scheduling, retries, error handling, and integration with Django. Tasks are defined as Python functions decorated with the "@task" decorator. Workers process tasks from the queue and results are sent back via messages. Celery simplifies building asynchronous workflows in Python applications.
This document contains the requirement specification and design for a chat application. It includes use case diagrams and tables describing the authentication system, contacts form, chat form, maintenance, and monitoring features. It also includes activity diagrams, class diagrams, entity relationship diagrams, and sequence diagrams modeling the application's functionality and architecture. The data flow diagrams show the high-level data flows and data transformation processes within the chat application.
Microservices. Test smarter, not harder. Voxxed Days 2019Beth Skurrie
Microservices have become mainstream now. Writing and deploying small, independent services has many benefits, but on the downside, it increases the number of integration points, which increases the amount of integration testing required. How can we be confident that all our services will work correctly together, without being burdened by increasingly complex and brittle integration tests? Learn how Pact solves this problem by using consumer driven contracts, allowing you to escape Integration Testing Hell and ship your code with speed and confidence.
This document summarizes a Java-based chat application created by DVS Technologies. It discusses what chatting and chat applications are, how they allow real-time communication, and how they are used on websites and mobile devices. It then explains the technical details of how sockets allow for two-way communication between client and server programs by binding to specific port numbers, allowing the server to listen for connection requests and the client to identify the server to connect to. Diagrams demonstrate how a port scanner can find the port a chat server is listening on so the client can connect and authenticate with the server.
Building High Performance APIs In Go Using gRPC And Protocol BuffersShiju Varghese
The document discusses building high performance APIs in Go using gRPC and Protocol Buffers. It describes how gRPC is a high performance, open-source RPC framework that uses Protocol Buffers for serialization. It provides an overview of building APIs with gRPC by defining services and messages with Protobuf, generating code, implementing servers and clients. The workflow allows building APIs that are efficient, strongly typed and work across languages.
The document summarizes Jan Vonka's presentation on Alfresco's exciting new REST APIs. It provides an overview of the REST API architecture and components. It highlights many new features in the Content Services 5.2 and Process Services 1.6 APIs, including new endpoints, operations, and enhanced APIs for sites and people. It demonstrates using the APIs via Postman. It discusses the API documentation and upcoming futures like exposing more services and improvements to the REST framework.
gRPC in Golang presentation
In this talk, I introduced gRPC, Protocol buffer, and how to use them with golang.
Source code used in the presentation: http://github.com/AlmogBaku/grpc-in-go
HAProxy is used in an unusual way to control egress traffic for healthcare services in Belgium. It initiates TLS connections to external partners, identifies requests through customized URLs, and applies access controls and service level agreements (SLAs) through backends. This provides visibility, reliability, and flexibility in calls to dozens of partners handling millions of daily messages between systems. Advanced features like path rewriting and SNI alteration allow HAProxy to masquerade requests while maintaining encryption. Configuration management keeps things maintainable as new partners and SLAs are added over time.
Puppeteer is a Node library that provides a high-level API to control Chrome or Chromium using the DevTools Protocol. It allows users to take screenshots, generate PDFs, automate form submissions, and test Chrome extensions through programmatic control of the browser. Some key features include taking screenshots, generating PDFs, automating UI interactions and testing across different devices. The documentation provides code samples for taking screenshots of pages, generating PDFs, automating form submission, and testing a page across different emulated devices.
WebSocket MicroService vs. REST MicroserviceRick Hightower
Comparing the speed of RPC calls over WebScoket Microservices versus REST based microservices. Using wrk, QBit, and examples in Java we show how much faster WebSocket is for doing RPC service calls.
FTP allows two computers to connect over the Internet so that files can be transferred between a client and server. It was created in 1971 at MIT by Abhay Bhushan to transfer data over the new ARPANET. FTP works through a request, response, transfer, terminate cycle. It converts files to binary for transmission and allows downloading and uploading of files. While over 30 years old, FTP continues to be used and modified to meet user demands.
Apache Subversion (SVN) is an open source version control system that allows software developers to work collaboratively and track revisions over time. It retains a full history of changes, supports merging of branches, and has language bindings for many programming languages. SVN allows developers to update their local files, commit changes, and resolve conflicts when merging revisions. It is implemented through both server and client-side software that manages repositories of file revisions.
Kiến trúc phần mềm cho các site chịu tải lớn – Software architecture for high traffic Website
Case study giới thiệu về kiến trúc của một site traffic lớn đó là stackoverflow.com - trang hỏi đáp về lập trình rất nổi tiếng
Bài trình bày của bạn Ngô Xuân Hòa tại Meetup 4 của Ha Noi .NET Group.
Chi tiết vui lòng xem tại: http://tungnt.net
Spring integration을 통해_살펴본_메시징_세계Wangeun Lee
[스프링캠프 2015] Spring Integration을 통해 살펴본 메시징 세계 발표자료 입니다.
예제 소스 저장소는 프리젠테이션 안에 링크 걸어놨습니다.
감사합니다.
-------------------------------------------------------------------
우리는 늘 누군가와 소통(Communication)을 합니다. 소통을 통하여 누군가에게 일을 시키기도 하고 내가 일을 받기도 합니다. 애플리케이션도 마찬가지로 이기종간의 애플리케이션끼리 데이터로 소통을 하며 할 일을 서로 분산 처리할 상황이 발생하기도 합니다.
이런 분산 처리 이전에는 소통이 전제되어야 합니다. 애플리케이션 간 소통에 대한 고민은 선구자들에 의해 Enterprise Integration Patterns로 탄생되었으며 Spring에서도 그 패턴화의 추상화 일원으로 Spring Integration을 탄생시켰습니다.
이 강연에서는 Spring Integration을 통해 애플리케이션 간에 어떻게 쉽고 편하게(?) 소통을 할 수 있게 되었는지 살펴보며 예제와 사례를 통해 Spring Integration 입문에 도움을 주고자 합니다.
An introduction to REST and RESTful web services.
You can take the course below to learn about REST & RESTful web services.
https://www.udemy.com/building-php-restful-web-services/
Overview of message oriented middleware technology (MOM).
Message Oriented Middleware allows asynchronous operation between sender and receiver of information. This greatly reduces temporal coupling and allows building flexible and extensible application architectures. Message queues managed by message brokers are used as information exchanges between sender and receiver. The subscribe-publish pattern allows producers and consumers to share information through message brokers without any direct coupling between them. Various message oriented protocols like MSMQ, AMQP, XMPP and MQTT have emerged that serve the diverse needs of different environments.
The document introduces the GNOKEN DAO, which will govern the GNOKEN token independently of the developers behind the GNO City game and GnomeSeries NFTs. The DAO aims to ensure responsible token management, maintain communication between developers and players, and market GNOKEN without financial ties to the game's success. It outlines the DAO board election process, requirements for board members, the proposal process for token holders to vote on initiatives, and how funds raised by the DAO will be allocated.
HTTP is the protocol of the web, and in this session we will look at HTTP from a web developer's perspective. We will cover resources, messages, cookies, and authentication protocols and we will see how the web scales to meet demand using cache headers. Armed with the fundamentals about HTTP, you will have the knowledge not only to build better Web/Mobile applications but also for consuming Web API.
The Combine framework provides a declarative Swift API for processing values over time using publishers, subscribers, and operators (FRP). It introduces the concept of back pressure to prevent overflow and includes built-in support for assigning values and debugging streams. Combine is integrated with SwiftUI and uses the same supported platforms, providing a standardized way to work with asynchronous data in Apple ecosystems.
FTP (File Transfer Protocol) allows users to transfer files between hosts over a TCP network like the Internet. It works by downloading files from remote computers to a local computer, or uploading files from a local computer to a remote computer. Anonymous FTP sites allow public access without logging in, using a username of "anonymous". FTP has security weaknesses that more secure variants like FTPS address through additions like TLS/SSL encryption. To use FTP for a website, one would get server space from a provider, buy storage, register a domain, and access the FTP settings in the administrator control panel to manage files.
O documento apresenta um minicurso sobre o sistema de controle de versão Git. Resume os principais tópicos a serem abordados como instalação, primeiros passos, gerenciamento de índice, branches, stashes e boas práticas. O objetivo é ensinar conceitos básicos e fluxos de trabalho com o Git.
Data Warehouse on Kubernetes: lessons from Clickhouse OperatorAltinity Ltd
1) Kubernetes operators can simplify deploying data warehouses like ClickHouse from a single specification and provide portability, fast deployment, and flexible resource management.
2) While the Kubernetes operator model reduces overhead, ensuring data safety remains a challenge as data warehouses are complex and losing data is problematic.
3) Future work includes developing data warehouses as a service on Kubernetes with multi-tenancy, high availability, security, and optimized resource utilization, as well as enhancing ClickHouse to better match Kubernetes' cloud-native execution model.
Dear students get fully solved assignments
Send your semester & Specialization name to our mail id :
help.mbaassignments@gmail.com
or
call us at : 08263069601
Microservices for performance - GOTO Chicago 2016Peter Lawrey
How do Microservices and Trading Systems overlap?
How can one area learn from the other?
How can we test components of microservices?
Is there a library which helps us implement and test these services?
HAProxy is used in an unusual way to control egress traffic for healthcare services in Belgium. It initiates TLS connections to external partners, identifies requests through customized URLs, and applies access controls and service level agreements (SLAs) through backends. This provides visibility, reliability, and flexibility in calls to dozens of partners handling millions of daily messages between systems. Advanced features like path rewriting and SNI alteration allow HAProxy to masquerade requests while maintaining encryption. Configuration management keeps things maintainable as new partners and SLAs are added over time.
Puppeteer is a Node library that provides a high-level API to control Chrome or Chromium using the DevTools Protocol. It allows users to take screenshots, generate PDFs, automate form submissions, and test Chrome extensions through programmatic control of the browser. Some key features include taking screenshots, generating PDFs, automating UI interactions and testing across different devices. The documentation provides code samples for taking screenshots of pages, generating PDFs, automating form submission, and testing a page across different emulated devices.
WebSocket MicroService vs. REST MicroserviceRick Hightower
Comparing the speed of RPC calls over WebScoket Microservices versus REST based microservices. Using wrk, QBit, and examples in Java we show how much faster WebSocket is for doing RPC service calls.
FTP allows two computers to connect over the Internet so that files can be transferred between a client and server. It was created in 1971 at MIT by Abhay Bhushan to transfer data over the new ARPANET. FTP works through a request, response, transfer, terminate cycle. It converts files to binary for transmission and allows downloading and uploading of files. While over 30 years old, FTP continues to be used and modified to meet user demands.
Apache Subversion (SVN) is an open source version control system that allows software developers to work collaboratively and track revisions over time. It retains a full history of changes, supports merging of branches, and has language bindings for many programming languages. SVN allows developers to update their local files, commit changes, and resolve conflicts when merging revisions. It is implemented through both server and client-side software that manages repositories of file revisions.
Kiến trúc phần mềm cho các site chịu tải lớn – Software architecture for high traffic Website
Case study giới thiệu về kiến trúc của một site traffic lớn đó là stackoverflow.com - trang hỏi đáp về lập trình rất nổi tiếng
Bài trình bày của bạn Ngô Xuân Hòa tại Meetup 4 của Ha Noi .NET Group.
Chi tiết vui lòng xem tại: http://tungnt.net
Spring integration을 통해_살펴본_메시징_세계Wangeun Lee
[스프링캠프 2015] Spring Integration을 통해 살펴본 메시징 세계 발표자료 입니다.
예제 소스 저장소는 프리젠테이션 안에 링크 걸어놨습니다.
감사합니다.
-------------------------------------------------------------------
우리는 늘 누군가와 소통(Communication)을 합니다. 소통을 통하여 누군가에게 일을 시키기도 하고 내가 일을 받기도 합니다. 애플리케이션도 마찬가지로 이기종간의 애플리케이션끼리 데이터로 소통을 하며 할 일을 서로 분산 처리할 상황이 발생하기도 합니다.
이런 분산 처리 이전에는 소통이 전제되어야 합니다. 애플리케이션 간 소통에 대한 고민은 선구자들에 의해 Enterprise Integration Patterns로 탄생되었으며 Spring에서도 그 패턴화의 추상화 일원으로 Spring Integration을 탄생시켰습니다.
이 강연에서는 Spring Integration을 통해 애플리케이션 간에 어떻게 쉽고 편하게(?) 소통을 할 수 있게 되었는지 살펴보며 예제와 사례를 통해 Spring Integration 입문에 도움을 주고자 합니다.
An introduction to REST and RESTful web services.
You can take the course below to learn about REST & RESTful web services.
https://www.udemy.com/building-php-restful-web-services/
Overview of message oriented middleware technology (MOM).
Message Oriented Middleware allows asynchronous operation between sender and receiver of information. This greatly reduces temporal coupling and allows building flexible and extensible application architectures. Message queues managed by message brokers are used as information exchanges between sender and receiver. The subscribe-publish pattern allows producers and consumers to share information through message brokers without any direct coupling between them. Various message oriented protocols like MSMQ, AMQP, XMPP and MQTT have emerged that serve the diverse needs of different environments.
The document introduces the GNOKEN DAO, which will govern the GNOKEN token independently of the developers behind the GNO City game and GnomeSeries NFTs. The DAO aims to ensure responsible token management, maintain communication between developers and players, and market GNOKEN without financial ties to the game's success. It outlines the DAO board election process, requirements for board members, the proposal process for token holders to vote on initiatives, and how funds raised by the DAO will be allocated.
HTTP is the protocol of the web, and in this session we will look at HTTP from a web developer's perspective. We will cover resources, messages, cookies, and authentication protocols and we will see how the web scales to meet demand using cache headers. Armed with the fundamentals about HTTP, you will have the knowledge not only to build better Web/Mobile applications but also for consuming Web API.
The Combine framework provides a declarative Swift API for processing values over time using publishers, subscribers, and operators (FRP). It introduces the concept of back pressure to prevent overflow and includes built-in support for assigning values and debugging streams. Combine is integrated with SwiftUI and uses the same supported platforms, providing a standardized way to work with asynchronous data in Apple ecosystems.
FTP (File Transfer Protocol) allows users to transfer files between hosts over a TCP network like the Internet. It works by downloading files from remote computers to a local computer, or uploading files from a local computer to a remote computer. Anonymous FTP sites allow public access without logging in, using a username of "anonymous". FTP has security weaknesses that more secure variants like FTPS address through additions like TLS/SSL encryption. To use FTP for a website, one would get server space from a provider, buy storage, register a domain, and access the FTP settings in the administrator control panel to manage files.
O documento apresenta um minicurso sobre o sistema de controle de versão Git. Resume os principais tópicos a serem abordados como instalação, primeiros passos, gerenciamento de índice, branches, stashes e boas práticas. O objetivo é ensinar conceitos básicos e fluxos de trabalho com o Git.
Data Warehouse on Kubernetes: lessons from Clickhouse OperatorAltinity Ltd
1) Kubernetes operators can simplify deploying data warehouses like ClickHouse from a single specification and provide portability, fast deployment, and flexible resource management.
2) While the Kubernetes operator model reduces overhead, ensuring data safety remains a challenge as data warehouses are complex and losing data is problematic.
3) Future work includes developing data warehouses as a service on Kubernetes with multi-tenancy, high availability, security, and optimized resource utilization, as well as enhancing ClickHouse to better match Kubernetes' cloud-native execution model.
Dear students get fully solved assignments
Send your semester & Specialization name to our mail id :
help.mbaassignments@gmail.com
or
call us at : 08263069601
Microservices for performance - GOTO Chicago 2016Peter Lawrey
How do Microservices and Trading Systems overlap?
How can one area learn from the other?
How can we test components of microservices?
Is there a library which helps us implement and test these services?
We have been talking about Serverless a lot lately and there are a couple of reasons for that. Serverless computing will provide greater scalability, more flexibility, and quicker time to release at reduced cost and this is the reason everybody is after it. Is serverless architecture enough to drive all this we talked about just now? The answer is no, of course. Also, State management has been absolutely challenging in serverless computing but Cloudstate will make it possible for us, wondering how? Keep reading the article until and you will learn it. The Lightbend’s Cloudstate which was released in August last year(2019) has proved to be a game-changer here as it provides stateful serverless computing, Cloudstate brings powerful new distributed and durable state management primitives based on Akka to the Serverless paradigm. Serving of stateful functions powered by Akka Cluster. That was all for the introduction, let’s talk about Cloudstate in detail below.
Viktor Turskyi "Effective NodeJS Application Development"Fwdays
For 15 years in development, I managed to take part in the creation of a large number of various projects. I have already made a number of talks on the working architecture of Web applications, but this is only part of the efficient development puzzle. We will consider the whole process from the start of the project to its launch in production. I’ll tell you how we approach the ideas of the “12 Factor App”, how we use the docker, discuss environment deployment issues, security issues, testing issues, discuss the nuances of SDLC and much more.
The document provides recipes for building CQRS architectures. It begins with an introduction and agenda. Lesson 1 discusses a basic layered architecture, noting its limitations in scalability and evolvability. Lesson 2 introduces n-layered architecture with dependency injection to improve decoupling but it also has scalability issues. Lesson 3 explains the Command Query Responsibility Segregation (CQRS) pattern, separating read and write operations for improved scalability and flexibility. It provides code examples of implementing CQRS. The document aims to help architects evolve monolithic systems to more scalable and maintainable architectures.
The document introduces the Loopback framework for rapidly building apps with Node.js. It discusses how Loopback allows developers to define models and relations, and then exposes CRUD APIs without writing additional code. Loopback also provides features like authentication, authorization, data integration, and client SDKs out of the box. While the documentation could be clearer and there are still some glitches, Loopback allows developers to deliver technical solutions much faster by writing less boilerplate code.
Webinar: Choosing the Right Shard Key for High Performance and ScaleMongoDB
Read these webinar slides to learn how selecting the right shard key can future proof your application.
The shard key that you select can impact the performance, capability, and functionality of your database.
NodeJS Microservices, Built it Now, Scale it Later!Lalit Shandilya
Seneca is a Node.js toolkit for building microservices. It allows developers to start with a monolithic codebase and then break it into smaller, independent services (microservices) that communicate via messages as needs for scale increase. Seneca provides plugins that handle common functions like data storage, user management, caching, and logging so developers can focus on their core business logic. The benefits of the microservices approach include scalability, simplicity, and independence of implementation languages.
The document summarizes a project report for a MOOC communication backbone system. It discusses a 5 node cluster with a mesh topology that uses MongoDB as a distributed database. The cluster provides course listing, description, and question/answer functionality to clients. It elects leaders using a Floodmax algorithm and ballot IDs. An inter-MOOC voting strategy is also proposed to decide which cluster hosts a competition.
This document summarizes the benefits of building an in-house machine learning platform called Positron. Key points:
- Positron allows for quick and consistent model deployments, simplified model management, experiment tracking, and efficient workflows.
- It features a multi-model pipeline for seamless model creation and validation. Models can be deployed with minimal configuration.
- The platform uses MLeap for model serialization/deserialization, which provides portability and fast performance without dependencies on specific frameworks.
- It aims to provide low latency and high throughput predictions, while allowing for customization and integration with existing infrastructure. External and internal models can be easily deployed.
The document provides tips for improving the performance of MATLAB code. It discusses using the profiler to identify bottlenecks, preallocating arrays to avoid dynamic resizing overhead, and how the Just-In-Time accelerator can speed up loops and functions by avoiding interpretation. Preallocating arrays is shown to improve the speed of examples by over 3 times, and is beneficial for cases where the final array size may vary. The JIT accelerator most effectively accelerates code using supported data types, array shapes, and language elements within loops and conditionals.
Graylog Engineering - Design Your ArchitectureGraylog
This document provides a technical overview of the Graylog data processing engine in 9 sections. It describes the key components, including the transport layer which uses an append-only journal to prevent message loss, a high speed processing chain using ring buffers, a REST API that allows building custom front ends, an embedded Elasticsearch cluster for fast writing, and an index aliasing system to seamlessly switch between indexes. The goal is to provide the fastest machine data processing through an optimized architecture and attention to small performance details.
'Effective node.js development' by Viktor Turskyi at OdessaJS'2020OdessaJS Conf
How to develop NodeJS apps effectively? I will tell you all details and share his personal experience on the whole process: from the very start and up to the production stage.
You will also learn more about Docker, SDLC and 12 Factor App. Save the date!
Architecting a Large Software Project - Lessons LearnedJoão Pedro Martins
In large projects, the Software Architect role includes both the client communication and requirements management, and the solution design itself, making sure technical quality is garanteed. This presentation describes the lessons learned with a highly successful project that took 3 years of development until its production phase, in technical, functional, and architeture aspects.
Presented at the 50th meeting of the Netponto Community in Lisboa, Portugal.
Dear students get fully solved assignments
Send your semester & Specialization name to our mail id :
“ help.mbaassignments@gmail.com ”
or
Call us at : 08263069601
The document discusses software architecture and design principles for organizing code into classes and components. It recommends using domain-driven design principles like bounded contexts to logically separate code and control the scope of changes. Specific approaches are suggested like using hexagonal architecture with separate domains, applications, and frameworks. The document also discusses balancing principles with pragmatism like avoiding perfection to get working code faster and managing technical debt.
This document provides an overview of Cloud Spanner including:
1. What Cloud Spanner is and how it compares to other database offerings.
2. Key product highlights such as it being fully managed, providing relational database capabilities at massive scale with strong consistency, and high availability.
3. Common use cases such as user data, order management, and electronic medical records.
4. Details on Spanner's architecture including splits, TrueTime, reads/writes, and Paxos.
5. Current areas of focus such as new features, developer productivity, and growing the open source ecosystem.
The document discusses LinkedIn's adoption of the Dust templating language in 2011. Some key points:
- LinkedIn needed a unified view layer as different teams were using different templating technologies like JSP, GSP, ERB.
- They evaluated 26 templating options and selected Dust as it best met their criteria like performance, i18n support, and being logic-less.
- Dust templates are compiled to JavaScript for client-side rendering and to Java for server-side rendering (SSR) through Google's V8 engine, allowing templates to work on both client and server.
- SSR addresses challenges like SEO, supporting clients without JavaScript, and i18n by rendering
Similar to Introduction to MDC Logging in Scala.pdf (20)
Terratest - Automation testing of infrastructureKnoldus Inc.
TerraTest is a testing framework specifically designed for testing infrastructure code written with HashiCorp's Terraform. It helps validate that your Terraform configurations create the desired infrastructure, and it can be used for both unit testing and integration testing.
Getting Started with Apache Spark (Scala)Knoldus Inc.
In this session, we are going to cover Apache Spark, the architecture of Apache Spark, Data Lineage, Direct Acyclic Graph(DAG), and many more concepts. Apache Spark is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.
Secure practices with dot net services.pptxKnoldus Inc.
Securing .NET services is paramount for protecting applications and data. Employing encryption, strong authentication, and adherence to best coding practices ensures resilience against potential threats, enhancing overall cybersecurity posture.
Distributed Cache with dot microservicesKnoldus Inc.
A distributed cache is a cache shared by multiple app servers, typically maintained as an external service to the app servers that access it. A distributed cache can improve the performance and scalability of an ASP.NET Core app, especially when the app is hosted by a cloud service or a server farm. Here we will look into implementation of Distributed Caching Strategy with Redis in Microservices Architecture focusing on cache synchronization, eviction policies, and cache consistency.
Introduction to gRPC Presentation (Java)Knoldus Inc.
gRPC, which stands for Remote Procedure Call, is an open-source framework developed by Google. It is designed for building efficient and scalable distributed systems. gRPC enables communication between client and server applications by defining a set of services and message types using Protocol Buffers (protobuf) as the interface definition language. gRPC provides a way for applications to call methods on a remote server as if they were local procedures, making it a powerful tool for building distributed and microservices-based architectures.
Using InfluxDB for real-time monitoring in JmeterKnoldus Inc.
Explore the integration of InfluxDB with JMeter for real-time performance monitoring. This session will cover setting up InfluxDB to capture JMeter metrics, configuring JMeter to send data to InfluxDB, and visualizing the results using Grafana. Learn how to leverage this powerful combination to gain real-time insights into your application's performance, enabling proactive issue detection and faster resolution.
Intoduction to KubeVela Presentation (DevOps)Knoldus Inc.
KubeVela is an open-source platform for modern application delivery and operation on Kubernetes. It is designed to simplify the deployment and management of applications in a Kubernetes environment. KubeVela is a modern software delivery platform that makes deploying and operating applications across today's hybrid, multi-cloud environments easier, faster and more reliable. KubeVela is infrastructure agnostic, programmable, yet most importantly, application-centric. It allows you to build powerful software, and deliver them anywhere!
Stakeholder Management (Project Management) PresentationKnoldus Inc.
A stakeholder is someone who has an interest in or who is affected by your project and its outcome. This may include both internal and external entities such as the members of the project team, project sponsors, executives, customers, suppliers, partners and the government. Stakeholder management is the process of managing the expectations and the requirements of these stakeholders.
Introduction To Kaniko (DevOps) PresentationKnoldus Inc.
Kaniko is an open-source tool developed by Google that enables building container images from a Dockerfile inside a Kubernetes cluster without requiring a Docker daemon. Kaniko executes each command in the Dockerfile in the user space using an executor image, which runs inside a container, such as a Kubernetes pod. This allows building container images in environments where the user doesn’t have root access, like a Kubernetes cluster.
Efficient Test Environments with Infrastructure as Code (IaC)Knoldus Inc.
In the rapidly evolving landscape of software development, the need for efficient and scalable test environments has become more critical than ever. This session, "Streamlining Development: Unlocking Efficiency through Infrastructure as Code (IaC) in Test Environments," is designed to provide an in-depth exploration of how leveraging IaC can revolutionize your testing processes and enhance overall development productivity.
Exploring Terramate DevOps (Presentation)Knoldus Inc.
Terramate is a code generator and orchestrator for Terraform that enhances Terraform's capabilities by adding features such as code generation, stacks, orchestration, change detection, globals, and more . It's primarily designed to help manage Terraform code at scale more efficiently . Terramate is particularly useful for managing multiple Terraform stacks, providing support for change detection and code generation 2. It allows you to create relationships between stacks to improve your understanding and control over your infrastructure . One of the key features of Terramate is its ability to detect changes at both the stack and module level. This capability allows you to identify which stacks and resources have been altered and selectively determine where you should execute commands.
Clean Code in Test Automation Differentiating Between the Good and the BadKnoldus Inc.
This session focuses on the principles of writing clean, maintainable, and efficient code in the context of test automation. The session will highlight the characteristics that distinguish good test automation code from bad, ultimately leading to more reliable and scalable testing frameworks.
Integrating AI Capabilities in Test AutomationKnoldus Inc.
Explore the integration of artificial intelligence in test automation. Understand how AI can enhance test planning, execution, and analysis, leading to more efficient and reliable testing processes. Explore the cutting-edge integration of Artificial Intelligence (AI) capabilities in Test Automation, a transformative approach shaping the future of software testing. This session will delve into practical applications, benefits, and considerations associated with infusing AI into test automation workflows.
State Management with NGXS in Angular.pptxKnoldus Inc.
NGXS is a state management pattern and library for Angular. NGXS acts as a single source of truth for your application's state - providing simple rules for predictable state mutations. In this session we will go through the main for components of NGXS -Store, Actions, State, and Select.
Authentication in Svelte using cookies.pptxKnoldus Inc.
Svelte streamlines authentication with cookies, offering a secure and seamless user experience. Effortlessly manage sessions by storing tokens in cookies, ensuring persistent logins. With Svelte's simplicity, implement robust authentication mechanisms, enhancing user security and interaction.
OAuth2 Implementation Presentation (Java)Knoldus Inc.
The OAuth 2.0 authorization framework is a protocol that allows a user to grant a third-party web site or application access to the user's protected resources, without necessarily revealing their long-term credentials or even their identity. It is commonly used in scenarios such as user authentication in web and mobile applications and enables a more secure and user-friendly authorization process.
Supply chain security with Kubeclarity.pptxKnoldus Inc.
Kube clarity is a comprehensive solution designed to enhance supply chain security within Kubernetes environments. Kube clarity enables organizations to identify and mitigate potential security threats throughout the software development and deployment process.
Mastering Web Scraping with JSoup Unlocking the Secrets of HTML ParsingKnoldus Inc.
In this session, we will delve into the world of web scraping with JSoup, an open-source Java library. Here we are going to learn how to parse HTML effectively, extract meaningful data, and navigate the Document Object Model (DOM) for powerful web scraping capabilities.
Akka gRPC Essentials A Hands-On IntroductionKnoldus Inc.
Dive into the fundamental aspects of Akka gRPC and learn to leverage its power in building compact and efficient distributed systems. This session aims to equip attendees with the essential skills and knowledge to leverage Akka and gRPC effectively in building robust, scalable, and distributed applications.
Entity Core with Core Microservices.pptxKnoldus Inc.
How Developers can use Entity framework(ORM) which provides a structured and consistent way for microservices to interact with their respective database, prompting independence, scaliblity and maintainiblity in a distributed system, and also provide a high-level abstraction for data access.
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Tatiana Kojar
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...alexjohnson7307
Predictive maintenance is a proactive approach that anticipates equipment failures before they happen. At the forefront of this innovative strategy is Artificial Intelligence (AI), which brings unprecedented precision and efficiency. AI in predictive maintenance is transforming industries by reducing downtime, minimizing costs, and enhancing productivity.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
2. Lack of etiquette and manners is a huge turn off.
KnolX Etiquettes
Punctuality
Respect Knolx session timings, you
are requested not to join sessions
after a 5 minutes threshold post
the session start time.
Feedback
Make sure to submit a constructive
feedback for all sessions as it is
very helpful for the presenter.
Avoid Disturbance
Avoid leaving your window
unmuted after asking a question.
Mute
Please keep your window on mute.
3. Agenda
02 What is MDC ?
03 Dependency and Configuration
04 MDC Across a Single Thread
05 MDC Across Multiple Threads
06 Demo
01 Problem with multi-threaded Logging
4. Problem with multi-threaded Logging
● Imagine you have a multi-user web application. It gets a HTTP request, calls a few functions and serves
a response.
● But this might not be enough for useful debugging.
5. ● So we need a way to put the log messages into context, like this:
● With this we can search and filter our logs for the request we're interested in.
6. What is MDC ?
● The Mapped Diagnostic Context, in short MDC, allows to put context to all log statements for a
single thread.
● We can also propagate MDC across multiple threads or futures.
● For that purpose, we have to create our own ExecutionContext where we can copy the MDC to any
new thread that is being used.
● This provide us multi-thread MDC logging.
7. Dependency and Configuration
● Add the following dependency in your build.sbt.
libraryDependencies += "ch.qos.logback" % "logback-classic" % "1.2.3"
● In logback.xml, add the following pattern.
<pattern>%date (%level) [%thread] [%X{contextID}]: %message%n</pattern>
8. MDC Across a Single Thread
● It is very easy to provide context to all the log statements across a single thread.
MDC.put(“contextId”, UUID.randomUUID().toString)
● This puts a context value as identified by the key in the current thread’s context map.
● With this, everything that is in the current thread will use the same MDC.
9. MDC Across Multiple Threads
● MDC works fine if the thread doesn’t change.
● So if we use a new Thread or a Future, we are losing our precious MDC!
● To get the MDC across that new thread, we'll need to provide our own ExecutionContext.