This document provides an overview of microservices and monolithic architectures. It discusses how monolithic applications are self-contained and execute end-to-end tasks, while microservices are small, independent services that communicate to perform tasks. The document outlines characteristics of each approach and compares their advantages and disadvantages, such as improved scalability, deployment and innovation with microservices versus better performance with monolithic architectures. Examples of companies using microservices are also provided.
The Core of Microservice Architecture(First Approach)enyert
The document discusses an agenda for a meetup on microservice architecture. It introduces the members of the organizing group and their backgrounds. It then covers microservices 101 concepts like monolith architecture versus microservices, advantages and disadvantages of microservices, and common microservices patterns. Later sections discuss using specific programming languages like Python, Kotlin, and Java for building microservices, with examples of splitting a monolithic application into microservices using different languages. The overall goal of the meetup is to share experiences and learn about technologies related to microservice architecture.
Take Two: Evolving Microservice ArchitecturesC4Media
Video and slides synchronized, mp3 and slide download available at URL http://bit.ly/2wgtbXC.
Andrew Hart talks about the architectural, operational, and cultural aspects of evolving a microservice architecture, in the process highlighting both the opportunities and the challenges that microservice architectures present. Filmed at qconnewyork.com.
Andrew Hart is the Platform Director for SeatGeek Open, SeatGeek’s primary ticketing solution. A member of the Apache Software Foundation, he was previously CTO of Pogoseat and a software Engineer at NASA. He has had work published in a variety of academic journals and has a long-standing passion for connecting people with data in meaningful ways to enable better decision making.
Monolithic and Microservice architecture, Feature of Node JS 10, HTTP2Atharva Jawalkar
Monolithic Architecture and its Pros n Cons
Microservice Architecture and its Pros n Cons
Service Discovery
Feature of Node.Js 10
HTTP2 and its feature
N-API
Building Rest API in Node.JS
Securing Rest API in Node.JS
Microservice architecture is gaining popularity in the community, as large scale websites, such as Netflix and Amazon, adopted this paradigm and achieved better scalability. In this talk, we will cover issues with monolithic approach, how microservice architecture addresses those issues, and how it works in the real world.
Microservices architecture is an approach to developing a single application as a suite of small services that communicate with each other using lightweight mechanisms like REST APIs. Each service runs in its own process and communicates through APIs, allowing independent scaling of services. This contrasts with monolithic architecture where all application components are deployed together in one process. Microservices provide benefits like independent scalability, fault isolation, and faster development cycles compared to monolithic applications. Common technologies used in microservices include API gateways, service discovery, configuration management, distributed logging, and messaging.
The document discusses transitioning from a monolithic architecture to a microservice architecture. Some key steps in the process include breaking the monolith into smaller, independent services organized around business capabilities and accessing data through decentralized databases and smart endpoints. This allows for continuous delivery, integration of different programming languages, faster development across global teams, and improved scalability.
Comparing Service-Oriented Architecture (SOA), Microservices and Service-Based Architecture (SBA - SOA and Microservices Hybrid) patterns.
Also discussing coupling and cohesion concepts in relation to the systems design.
This document discusses Liferay as a microservice platform. It begins by describing some issues with monolithic applications, such as high complexity, limited scalability and reusability. It then introduces microservices as an approach to break applications into independently deployable services. While microservices reduce complexity within each component, they can increase operational overhead and introduce new challenges around network communication and coordination. The document argues that Liferay's use of OSGi addresses many microservice goals while avoiding some of the operational overhead, and that its modular architecture provides a natural path for applications to evolve from monoliths to microservices over time.
This document provides an overview of microservice architecture, including its key characteristics, benefits, problems, and solutions. Microservices are small, independent services that are organized around business capabilities. They communicate through APIs and can be developed and deployed independently. Benefits include scalability, flexibility, and ease of development and testing. Challenges include configuring and monitoring distributed services. Common solutions involve service discovery, load balancing, centralized logging/monitoring, and externalizing configuration. The document also discusses architectural patterns, anti-patterns, and references further resources on microservices.
Understanding Microservice Architecture WSO2Con Asia 2016 Sagara Gunathunga
Today many organizations are leveraging microservice architecture (MSA), which is becoming increasingly popular because of its many potential advantages. MSA itself is divided into two areas – inner and outer architectures – which require separate attention. Moreover, MSA requires a certain level of developer and devops experience too. This talk will be an awareness session about MSA and will also discuss WSO2′s strategic initiatives in both the platform level and WSO2 MSF4J framework level.
This document summarizes a session on microservice architecture. Some key points covered include:
- Netflix implemented microservices independently and component-based for scalability. Other platforms can also take advantage.
- Microservices allow gradual migration from monolithic architectures by creating wrappers for each layer. This is a more suitable approach.
- Netflix open source projects like Eureka, Hystrix, Ribbon, and Zuul help with service registration, latency/fault tolerance, load balancing, routing, and other capabilities.
- Spring Cloud Configuration uses Git for dynamic REST API configuration changes.
- Several anti-patterns of microservices adoption are discussed, such as seeing them as a "magic pixie dust" or focusing
Hybrid Deployment - Architecture Overview
Common Issues and Misconceptions
Moving Mailboxes: The Good, the Bad the Ugly
Keeping ADFS Alive
DirSync / AADSync / AADConnect / Password Synchronization
Monitoring in a Hybrid Deployment
The Microservices approach is a new way of building composable, cloud-native applications. This session is designed for developers who are transforming existing applications to Microservices, or creating new Microservices style applications. The session will cover best practices, patterns including Service Registration and Discovery, and key development tools required for building distributed Microservices style applications. The session will also cover best practices for automating the operations of these applications, using container orchestration services.
Microservices and the future on InfrastructurePini Reznik
The document discusses the evolution of IT infrastructure from siloed application architectures to microservices and network-centric architectures. It outlines several principles of microservices, including smart endpoints and decentralized governance. It also notes some disadvantages of microservices like operational overhead and distributed system complexity. Finally, it discusses future challenges like moving from monolithic to multi-cloud architectures and how organizations must structure themselves around network-centric designs.
Service mesh in Microservice World to Manage end to end service communicationsSatya Syam
This document discusses service mesh as a way to manage communication between microservices. It defines service mesh and explains that it handles cross-cutting concerns like routing, security, and observability that are common to microservices. The document also discusses specific service mesh implementations like Istio, describing its data plane and control plane architecture and features such as security, resilience, and observability. It concludes with a decision tree for determining whether to use a service mesh.
This document discusses microservices, an architectural approach where a single application is composed of small, independent services that communicate with each other. Microservices allow for independent development and deployment of each service by different teams using various programming languages and tools. However, microservices also introduce operational overhead, require substantial DevOps skills, and make testing and asynchronous communication more challenging.
• The microservice architectural style is an approach to developing a single application as a suite of small services, each running in its own process and communicating with lightweight mechanisms.
• To start explaining the microservice style it's useful to compare it to the monolithic style: a monolithic application built as a single unit (all our past projects and current ones are monolithic).
• We cannot say there is a formal definition of the microservices architectural style, but we can attempt to describe what we see as common characteristics for architectures that fit the label.
• Knowing when to use microservices, its benefits, and its costs are also important.
• In the demo, it is shown how to build simple microservice applications using Spring.
Source: http://martinfowler.com/microservices
The document discusses the role of a software architect and their responsibilities which include decomposing systems into modular components, selecting appropriate technologies to meet non-functional requirements, and communicating architecture decisions. It notes that architecture reflects the organization and emphasizes managing knowledge sharing and aligning teams. The architect has a toolbox of architecture styles, patterns, frameworks, and methods to model and document architecture visually and through decisions.
The document discusses microservices and provides examples of how to implement them. Some key points:
Microservices allow for increased agility, minimize failures, and enable building faster and more focused applications. Each service is independent, observable, and focuses on a specific business domain. They are resilient through replication and can scale horizontally.
Case studies demonstrate using microservices for a central data repository and rules engine. Challenges include developing DevOps talent and partitioning data and services for horizontal scaling. Automation is achieved through tools like Jenkins, Git, and Kubernetes.
Microservices enable easier and faster development but require DevOps expertise and eventual consistency instead of transactions. They are well-suited for elastic cloud environments.
The document provides a summary of microservices as an architectural style for developing applications. It describes microservices as a suite of small, independently deployable services that communicate through lightweight mechanisms like HTTP APIs. Each service runs in its own process and is built around business capabilities. There is minimal centralized management of services, which can use different programming languages and data storage technologies.
The document discusses microservices and their advantages over monolithic architectures. Microservices allow for greater evolvability, scalability, and resilience compared to monoliths. They also improve composability but introduce additional complexity in areas like cross-cutting concerns, service communication, and explicit dependencies between services. The document provides advice on determining service boundaries using domain-driven design principles and on gradually transitioning teams and applications to microservices at a sustainable pace that balances productivity, operability, and architectural fitness.
Microservices with .Net - NDC Sydney, 2016Richard Banks
Presented at NDC Sydney, August 2016
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that little oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.
These slides are an introduction to microservice architecture. The content is abut microservices pros and con, also a brief comparing with monolith approach.
The document provides an agenda for building a mobile app with a microservices backend. It begins with an introduction to microservices architecture and why mobile apps are important. It then discusses the differences between monolithic and microservices architectures. Specifically, it notes that monoliths can be difficult to scale and update, while microservices allow for greater autonomy, scalability, and flexibility. The document also covers enabling technologies like Docker and Kubernetes that help manage microservices deployments. Finally, it references a GitHub repository for a hands-on lab to build a mobile app with a microservices backend.
The document discusses microservices architecture and monolithic architecture. It defines microservices as an architectural style where applications are composed of small, independent services that communicate over well-defined APIs. This allows for independent deployability and scalability of individual services. The document contrasts this with monolithic architecture, which packages an entire application into a single deployable unit with tight coupling between components.
Microservices are a software development technique—a variant of the service-oriented architecture (SOA) architectural style that structures an application as a collection of loosely coupled services. In a microservices architecture, services are fine-grained and the protocols are lightweight.
Comparing Service-Oriented Architecture (SOA), Microservices and Service-Based Architecture (SBA - SOA and Microservices Hybrid) patterns.
Also discussing coupling and cohesion concepts in relation to the systems design.
This document discusses Liferay as a microservice platform. It begins by describing some issues with monolithic applications, such as high complexity, limited scalability and reusability. It then introduces microservices as an approach to break applications into independently deployable services. While microservices reduce complexity within each component, they can increase operational overhead and introduce new challenges around network communication and coordination. The document argues that Liferay's use of OSGi addresses many microservice goals while avoiding some of the operational overhead, and that its modular architecture provides a natural path for applications to evolve from monoliths to microservices over time.
This document provides an overview of microservice architecture, including its key characteristics, benefits, problems, and solutions. Microservices are small, independent services that are organized around business capabilities. They communicate through APIs and can be developed and deployed independently. Benefits include scalability, flexibility, and ease of development and testing. Challenges include configuring and monitoring distributed services. Common solutions involve service discovery, load balancing, centralized logging/monitoring, and externalizing configuration. The document also discusses architectural patterns, anti-patterns, and references further resources on microservices.
Understanding Microservice Architecture WSO2Con Asia 2016 Sagara Gunathunga
Today many organizations are leveraging microservice architecture (MSA), which is becoming increasingly popular because of its many potential advantages. MSA itself is divided into two areas – inner and outer architectures – which require separate attention. Moreover, MSA requires a certain level of developer and devops experience too. This talk will be an awareness session about MSA and will also discuss WSO2′s strategic initiatives in both the platform level and WSO2 MSF4J framework level.
This document summarizes a session on microservice architecture. Some key points covered include:
- Netflix implemented microservices independently and component-based for scalability. Other platforms can also take advantage.
- Microservices allow gradual migration from monolithic architectures by creating wrappers for each layer. This is a more suitable approach.
- Netflix open source projects like Eureka, Hystrix, Ribbon, and Zuul help with service registration, latency/fault tolerance, load balancing, routing, and other capabilities.
- Spring Cloud Configuration uses Git for dynamic REST API configuration changes.
- Several anti-patterns of microservices adoption are discussed, such as seeing them as a "magic pixie dust" or focusing
Hybrid Deployment - Architecture Overview
Common Issues and Misconceptions
Moving Mailboxes: The Good, the Bad the Ugly
Keeping ADFS Alive
DirSync / AADSync / AADConnect / Password Synchronization
Monitoring in a Hybrid Deployment
The Microservices approach is a new way of building composable, cloud-native applications. This session is designed for developers who are transforming existing applications to Microservices, or creating new Microservices style applications. The session will cover best practices, patterns including Service Registration and Discovery, and key development tools required for building distributed Microservices style applications. The session will also cover best practices for automating the operations of these applications, using container orchestration services.
Microservices and the future on InfrastructurePini Reznik
The document discusses the evolution of IT infrastructure from siloed application architectures to microservices and network-centric architectures. It outlines several principles of microservices, including smart endpoints and decentralized governance. It also notes some disadvantages of microservices like operational overhead and distributed system complexity. Finally, it discusses future challenges like moving from monolithic to multi-cloud architectures and how organizations must structure themselves around network-centric designs.
Service mesh in Microservice World to Manage end to end service communicationsSatya Syam
This document discusses service mesh as a way to manage communication between microservices. It defines service mesh and explains that it handles cross-cutting concerns like routing, security, and observability that are common to microservices. The document also discusses specific service mesh implementations like Istio, describing its data plane and control plane architecture and features such as security, resilience, and observability. It concludes with a decision tree for determining whether to use a service mesh.
This document discusses microservices, an architectural approach where a single application is composed of small, independent services that communicate with each other. Microservices allow for independent development and deployment of each service by different teams using various programming languages and tools. However, microservices also introduce operational overhead, require substantial DevOps skills, and make testing and asynchronous communication more challenging.
• The microservice architectural style is an approach to developing a single application as a suite of small services, each running in its own process and communicating with lightweight mechanisms.
• To start explaining the microservice style it's useful to compare it to the monolithic style: a monolithic application built as a single unit (all our past projects and current ones are monolithic).
• We cannot say there is a formal definition of the microservices architectural style, but we can attempt to describe what we see as common characteristics for architectures that fit the label.
• Knowing when to use microservices, its benefits, and its costs are also important.
• In the demo, it is shown how to build simple microservice applications using Spring.
Source: http://martinfowler.com/microservices
The document discusses the role of a software architect and their responsibilities which include decomposing systems into modular components, selecting appropriate technologies to meet non-functional requirements, and communicating architecture decisions. It notes that architecture reflects the organization and emphasizes managing knowledge sharing and aligning teams. The architect has a toolbox of architecture styles, patterns, frameworks, and methods to model and document architecture visually and through decisions.
The document discusses microservices and provides examples of how to implement them. Some key points:
Microservices allow for increased agility, minimize failures, and enable building faster and more focused applications. Each service is independent, observable, and focuses on a specific business domain. They are resilient through replication and can scale horizontally.
Case studies demonstrate using microservices for a central data repository and rules engine. Challenges include developing DevOps talent and partitioning data and services for horizontal scaling. Automation is achieved through tools like Jenkins, Git, and Kubernetes.
Microservices enable easier and faster development but require DevOps expertise and eventual consistency instead of transactions. They are well-suited for elastic cloud environments.
The document provides a summary of microservices as an architectural style for developing applications. It describes microservices as a suite of small, independently deployable services that communicate through lightweight mechanisms like HTTP APIs. Each service runs in its own process and is built around business capabilities. There is minimal centralized management of services, which can use different programming languages and data storage technologies.
The document discusses microservices and their advantages over monolithic architectures. Microservices allow for greater evolvability, scalability, and resilience compared to monoliths. They also improve composability but introduce additional complexity in areas like cross-cutting concerns, service communication, and explicit dependencies between services. The document provides advice on determining service boundaries using domain-driven design principles and on gradually transitioning teams and applications to microservices at a sustainable pace that balances productivity, operability, and architectural fitness.
Microservices with .Net - NDC Sydney, 2016Richard Banks
Presented at NDC Sydney, August 2016
Thanks to organisations like Netflix, and the need to develop solutions that scale well in the cloud, microservices have become the hot new topic. Yet, for all the talk, there are few practical examples of how you actually build a microservice in .NET.
It's time to fix that little oversight as we show you how you can build a microservices based solution using .NET, and a number of open source tools (EventStore, RabbitMq and Redis to name a few).
You'll also get to understand the pros and cons of a microservices solution and consider how a microservices approach might impact how you and your team relate to your customers.
These slides are an introduction to microservice architecture. The content is abut microservices pros and con, also a brief comparing with monolith approach.
The document provides an agenda for building a mobile app with a microservices backend. It begins with an introduction to microservices architecture and why mobile apps are important. It then discusses the differences between monolithic and microservices architectures. Specifically, it notes that monoliths can be difficult to scale and update, while microservices allow for greater autonomy, scalability, and flexibility. The document also covers enabling technologies like Docker and Kubernetes that help manage microservices deployments. Finally, it references a GitHub repository for a hands-on lab to build a mobile app with a microservices backend.
The document discusses microservices architecture and monolithic architecture. It defines microservices as an architectural style where applications are composed of small, independent services that communicate over well-defined APIs. This allows for independent deployability and scalability of individual services. The document contrasts this with monolithic architecture, which packages an entire application into a single deployable unit with tight coupling between components.
Microservices are a software development technique—a variant of the service-oriented architecture (SOA) architectural style that structures an application as a collection of loosely coupled services. In a microservices architecture, services are fine-grained and the protocols are lightweight.
This document provides an overview of microservices, including:
- What microservices are and how they differ from monolithic architectures and SOA.
- Common microservice design patterns like aggregator, proxy, chained, and asynchronous messaging.
- Operational challenges of microservices like infrastructure, load balancing, monitoring.
- How microservices compare to SOA in terms of independence, scalability, and technology diversity.
- Key security considerations for microservices related to network access, authentication, and operational complexity.
The document discusses characteristics of microservice architectures. It defines microservices as independently deployable services that communicate through lightweight mechanisms like HTTP APIs. Key characteristics include: componentization via services; organization around business capabilities rather than technology; treating services as products with long-term support; decentralized governance, data, and infrastructure; and designing for failure and evolutionary development. The document also compares microservices to monoliths and alternative approaches like self-contained systems.
Microservices describe a way to design software applications as suites of independently deployable services. Key characteristics include organizing services around business capabilities, treating applications as products rather than projects, designing for failure, and decentralizing governance and data. Services communicate through lightweight protocols like HTTP and messaging and aim to be smart endpoints with dumb pipes. Infrastructure is automated through testing, deployment pipelines and monitoring for failure recovery. While microservices add complexity, the approach aims to improve scalability, flexibility and resilience over traditional monolithic architectures.
WSO2Con EU 2016: Understanding Microservice ArchitectureWSO2
Microservices is one of the most popular buzzwords in software architecture today. There are a lot of theoretical discussions on microservice architecture (MSA), but they don’t really explain how you can leverage MSA in practice. This session gives you complete understanding on microservice architecture and how it can be used in practice. It will cover the following topics:
Discuss what MSA is
Explore the characteristics of MSA through real world examples
Examine the relationship between service-oriented architecture and MSA
Demonstrate how to use microservices in modern enterprise architecture (inner and outer architecture, integrating microservices, microservices and enterprise integration)
Lay out WSO2’s strategic initiatives for microservices with WSO2 Microservices Framework for Java
Microservices in a Nutshell
Microservices are service-oriented architecture (SOA) with a bounded context.
They are a collection or set of loosely coupled services and can be deployed independently.
They allow you to test and update these services or deliver complex applications without a deeper understanding or knowledge of how it all works.
Microservice Benefits
They offer better flexibility and scalability when using the latest technology.
This, in turn, leads to improved speed and flexibility because business processes become manageable.
They make it easier to build applications and simpler to maintain them.
4 Best Practices When Designing Microservice Architecture
Focus on the aspect of reuse to give the microservice potential a boost.
Make sure all the code involved is consistent with the same level of maturity.
Each service should have a good deal of fault tolerance to leave room for failures.
Use a different data store for each of the microservices.
More read: https://www.plektonlabs.com/designing-microservice-architecture-what-are-the-central-precepts/
Building Microservices with Ruby on Rails: Maximizing Efficiency and ScalabilityBoTree Technologies
Harness the potential of Microservices application architecture in your Ruby on Rails projects. Create autonomous services that communicate seamlessly to deliver scalable apps.
Microservices are an approach to application development where a large application is broken into smaller, independent services that communicate through well-defined interfaces. Each service focuses on a specific business goal and can be developed and deployed independently. Key characteristics of microservices include high maintainability, loose coupling, independent deployability, organization around business capabilities, and decentralized ownership. Transitioning from a monolithic architecture to microservices introduces challenges around inter-process communication, distributed transactions, service discovery, and increased need for automation. A microservices ecosystem typically includes load balancers, service discovery, API gateways, configuration management, monitoring, containerization, and circuit breakers.
This document discusses microservices architecture and related concepts. It begins with an overview of microservices compared to earlier SOA approaches. Key aspects of microservices covered include developing single applications as independent services, common misconceptions, principles like single responsibility, and defining appropriate service boundaries. The document also discusses messaging approaches in microservices including REST, gRPC, and asynchronous messaging. Other sections cover organizing microservices, deployment, security, data management, governance, bridging monolithic and microservice systems, and implementing a service mesh.
Architecting for speed: how agile innovators accelerate growth through micros...3gamma
In a world where software has become the key differentiator, enterprises are forced to transform the way they build, ship and run software in order to stay in the game. Adopting a microservices architecture enables organisations to not only become more agile but also to cut costs and increase stability.
Architecting for speed: how agile innovators accelerate growth through micros...Jesper Nordström
The document discusses the benefits of adopting a microservices architecture compared to traditional monolithic applications. It states that microservices allow for easier deployment, superior scalability, and improved productivity. Specifically, microservices enable faster development cycles since individual services can be independently developed and deployed. They also allow for more efficient scaling since individual services can be scaled up or down independently without affecting other services. This results in more efficient use of code and infrastructure.
Overcoming Ongoing Digital Transformational Challenges with a Microservices A...Cognizant
IT organizations must look beyond yesterday's monolithic Web applications and embrace microservices, whose loosely-coupled architectures speed development, testing and deployment.
Introduction to Application Development
Monolithic Architecture
Problems With Monolithic
Microservices as an Alternative
Pros and Cons of Microservice Architecture
Scaling Your Application
Future of Serverless / Cloud Computing
Infrastructure As A Code
MicroserviceArchitecture in detail over Monolith.PLovababu
This document discusses microservices architecture as an alternative to monolithic architecture. It defines microservices as independently deployable services that communicate through lightweight mechanisms like HTTP APIs. The document outlines benefits of microservices like independent scalability, easier upgrades, and improved developer productivity. It also discusses prerequisites for microservices like rapid provisioning, monitoring, and continuous deployment. Examples of microservices frameworks and a demo application using Spring Boot are provided.
Automating Applications with Habitat - Sydney Cloud Native MeetupMatt Ray
Habitat is an open source tool for automating the build, deployment, and management of applications. It defines a standard lifecycle for applications that includes building, deploying, running, and managing applications and their dependencies. Habitat packages applications and dependencies together, and uses supervisors to manage applications in production. It aims to simplify and standardize the delivery of developer services by automating common tasks like configuration, service discovery, and clustering across different runtime environments.
Big Data Analytics Quick Research Guide by Arthur MorganArthur Morgan
This is a Quick Research Guide (QRG).
QRGs include the following:
- A brief, high-level overview of the QRG topic.
- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
- Artificial Intelligence QRG
- Quantum Computing QRG
- Big Data Analytics QRG
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at [email protected].
100% human made.
Complete Guide to Advanced Logistics Management Software in Riyadh.pdfSoftware Company
Explore the benefits and features of advanced logistics management software for businesses in Riyadh. This guide delves into the latest technologies, from real-time tracking and route optimization to warehouse management and inventory control, helping businesses streamline their logistics operations and reduce costs. Learn how implementing the right software solution can enhance efficiency, improve customer satisfaction, and provide a competitive edge in the growing logistics sector of Riyadh.
Book industry standards are evolving rapidly. In the first part of this session, we’ll share an overview of key developments from 2024 and the early months of 2025. Then, BookNet’s resident standards expert, Tom Richardson, and CEO, Lauren Stewart, have a forward-looking conversation about what’s next.
Link to recording, presentation slides, and accompanying resource: https://bnctechforum.ca/sessions/standardsgoals-for-2025-standards-certification-roundup/
Presented by BookNet Canada on May 6, 2025 with support from the Department of Canadian Heritage.
Andrew Marnell: Transforming Business Strategy Through Data-Driven InsightsAndrew Marnell
With expertise in data architecture, performance tracking, and revenue forecasting, Andrew Marnell plays a vital role in aligning business strategies with data insights. Andrew Marnell’s ability to lead cross-functional teams ensures businesses achieve sustainable growth and operational excellence.
Designing Low-Latency Systems with Rust and ScyllaDB: An Architectural Deep DiveScyllaDB
Want to learn practical tips for designing systems that can scale efficiently without compromising speed?
Join us for a workshop where we’ll address these challenges head-on and explore how to architect low-latency systems using Rust. During this free interactive workshop oriented for developers, engineers, and architects, we’ll cover how Rust’s unique language features and the Tokio async runtime enable high-performance application development.
As you explore key principles of designing low-latency systems with Rust, you will learn how to:
- Create and compile a real-world app with Rust
- Connect the application to ScyllaDB (NoSQL data store)
- Negotiate tradeoffs related to data modeling and querying
- Manage and monitor the database for consistently low latencies
#StandardsGoals for 2025: Standards & certification roundup - Tech Forum 2025BookNet Canada
Book industry standards are evolving rapidly. In the first part of this session, we’ll share an overview of key developments from 2024 and the early months of 2025. Then, BookNet’s resident standards expert, Tom Richardson, and CEO, Lauren Stewart, have a forward-looking conversation about what’s next.
Link to recording, transcript, and accompanying resource: https://bnctechforum.ca/sessions/standardsgoals-for-2025-standards-certification-roundup/
Presented by BookNet Canada on May 6, 2025 with support from the Department of Canadian Heritage.
Massive Power Outage Hits Spain, Portugal, and France: Causes, Impact, and On...Aqusag Technologies
In late April 2025, a significant portion of Europe, particularly Spain, Portugal, and parts of southern France, experienced widespread, rolling power outages that continue to affect millions of residents, businesses, and infrastructure systems.
AI and Data Privacy in 2025: Global TrendsInData Labs
In this infographic, we explore how businesses can implement effective governance frameworks to address AI data privacy. Understanding it is crucial for developing effective strategies that ensure compliance, safeguard customer trust, and leverage AI responsibly. Equip yourself with insights that can drive informed decision-making and position your organization for success in the future of data privacy.
This infographic contains:
-AI and data privacy: Key findings
-Statistics on AI data privacy in the today’s world
-Tips on how to overcome data privacy challenges
-Benefits of AI data security investments.
Keep up-to-date on how AI is reshaping privacy standards and what this entails for both individuals and organizations.
Noah Loul Shares 5 Steps to Implement AI Agents for Maximum Business Efficien...Noah Loul
Artificial intelligence is changing how businesses operate. Companies are using AI agents to automate tasks, reduce time spent on repetitive work, and focus more on high-value activities. Noah Loul, an AI strategist and entrepreneur, has helped dozens of companies streamline their operations using smart automation. He believes AI agents aren't just tools—they're workers that take on repeatable tasks so your human team can focus on what matters. If you want to reduce time waste and increase output, AI agents are the next move.
AI Changes Everything – Talk at Cardiff Metropolitan University, 29th April 2...Alan Dix
Talk at the final event of Data Fusion Dynamics: A Collaborative UK-Saudi Initiative in Cybersecurity and Artificial Intelligence funded by the British Council UK-Saudi Challenge Fund 2024, Cardiff Metropolitan University, 29th April 2025
https://alandix.com/academic/talks/CMet2025-AI-Changes-Everything/
Is AI just another technology, or does it fundamentally change the way we live and think?
Every technology has a direct impact with micro-ethical consequences, some good, some bad. However more profound are the ways in which some technologies reshape the very fabric of society with macro-ethical impacts. The invention of the stirrup revolutionised mounted combat, but as a side effect gave rise to the feudal system, which still shapes politics today. The internal combustion engine offers personal freedom and creates pollution, but has also transformed the nature of urban planning and international trade. When we look at AI the micro-ethical issues, such as bias, are most obvious, but the macro-ethical challenges may be greater.
At a micro-ethical level AI has the potential to deepen social, ethnic and gender bias, issues I have warned about since the early 1990s! It is also being used increasingly on the battlefield. However, it also offers amazing opportunities in health and educations, as the recent Nobel prizes for the developers of AlphaFold illustrate. More radically, the need to encode ethics acts as a mirror to surface essential ethical problems and conflicts.
At the macro-ethical level, by the early 2000s digital technology had already begun to undermine sovereignty (e.g. gambling), market economics (through network effects and emergent monopolies), and the very meaning of money. Modern AI is the child of big data, big computation and ultimately big business, intensifying the inherent tendency of digital technology to concentrate power. AI is already unravelling the fundamentals of the social, political and economic world around us, but this is a world that needs radical reimagining to overcome the global environmental and human challenges that confront us. Our challenge is whether to let the threads fall as they may, or to use them to weave a better future.
What is Model Context Protocol(MCP) - The new technology for communication bw...Vishnu Singh Chundawat
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Procurement Insights integrated Historic Procurement Industry Archives, serves as a powerful complement — not a competitor — to other procurement industry firms. It fills critical gaps in depth, agility, and contextual insight that most traditional analyst and association models overlook.
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Explore delta-rs + CDC and how these open-source innovations power lightweight, high-performance data applications beyond Spark! 🚀
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Hybrid Growth Mandate Model with TrsLabs
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UiPath Community Berlin: Orchestrator API, Swagger, and Test Manager APIUiPathCommunity
Join this UiPath Community Berlin meetup to explore the Orchestrator API, Swagger interface, and the Test Manager API. Learn how to leverage these tools to streamline automation, enhance testing, and integrate more efficiently with UiPath. Perfect for developers, testers, and automation enthusiasts!
📕 Agenda
Welcome & Introductions
Orchestrator API Overview
Exploring the Swagger Interface
Test Manager API Highlights
Streamlining Automation & Testing with APIs (Demo)
Q&A and Open Discussion
Perfect for developers, testers, and automation enthusiasts!
👉 Join our UiPath Community Berlin chapter: https://community.uipath.com/berlin/
This session streamed live on April 29, 2025, 18:00 CET.
Check out all our upcoming UiPath Community sessions at https://community.uipath.com/events/.
2. Agenda
• Why a microservices approach to building
applications?
• Monolithic vs. microservice design
approach
• What is a microservice?
• Let’s see an example
3. Why a microservices approach
to building applications?
The changing business needs are:
•The need to build and operate a service at scale to enable
greater customer reach--into new geographical regions or
without having to deploy at customer locations, for
example.
•Faster delivery of features and capabilities to be able to
respond to customer demands in an agile way.
•Improved resource utilization to reduce costs.
4. Monolithic vs. microservice
design approach
• Monolithic approach
1. A monolithic app contains
domain-specific functionality and is
normally divided by functional
layers, such as web, business, and
data.
2. You scale a monolithic app by
cloning it on multiple
servers/VMs/containers.
5. Monolithic vs. microservice
design approach
• Microservices approach
3. A microservice application
separates functionality into
separate smaller services.
4. This approach scales out by
deploying each service
independently, creating
instances of these services
across servers/VMs/containers.
6. Monolithic vs. microservice
design approach
• To summarize, the microservice approach is to compose
your application of many smaller services running in
containers deployed across a cluster of machines.
• Each service is developed by a smaller team that
focuses on a scenario, and each service is
independently tested, versioned, deployed, and scaled,
so that the application as a whole can evolve.
7. What is a microservice?
• They encapsulate a customer or business scenario. What is the
problem you are solving?
• They are developed by a small engineering team.
• They can be written in any programming language and use any
framework.
• They consist of code and (optionally) state that are independently
versioned, deployed, and scaled.
• They interact with other microservices over well-defined interfaces
and protocols.
• They have unique names (URLs) that can be used to resolve their
location.
• They remain consistent and available in the presence of failures.
8. What is a microservice?
• Microservice applications are composed of small, independently
versioned, and scalable customer-focused services that
communicate with each other over standard protocols with well-
defined interfaces.