Often Hybrid Cloud is talked about in terms of migrating entire VMs. This is fraught with problems, and can be better acheived by using automation to move a VMs configuration instead of the entire VM.
Cédric Vidal from Quicksign: Building a digital on-boarding microservices pla...camunda services GmbH
In the context of a fast-paced competitive KYC market, Quicksign needs a platform allowing to quickly adjust to customers' workflows and integration requirements, scale to support the growing usage of our services, secured and resilient by design and fun to build on.
Using Camunda, Kubernetes, Kafka and some in-house development, we have built a multi-tenant Kappa micro-services platform that exposes, for each process deployed and without involving any specific development, a dynamically generated business-oriented REST-HATEOAS API.
We will explain how we are able to mass produce personalized workflows which will radically change the way financial services onboard their customers.
The Serverless Native Mindset: Ben Kehoe, iRobot, Serverless NYC 2018iguazio
Serverless architecture is a fantastic enabler for lean teams, smaller bills, and more robust systems, but its fundamental advantage is that it allows your organization to focus on creating business value, not solving technology problems. However, gaining this advantage involves giving up control over your technology stack in favor of managed services, and this organizational aspect is more difficult than any of the technological hurdles faced by serverless developers. In this talk, I'll explain how to adopt a mindset that embraces serverless and why, in spite of these pitfalls, serverless architecture is absolutely worth the effort.
Wix has scaled from serving 30 million users to over 1 billion user media files daily by evolving their architecture and processes over time. Some of the key changes included splitting the monolithic application into separate editor and public segments, introducing caching and media storage solutions, adopting continuous delivery practices, and moving to managed hosting and cloud infrastructure to allow for scalability. People and culture changes like emphasizing empowered developers and frequent releases were also important to allow for increased velocity.
Modernization patterns to refactor a legacy application into event driven mic...Bilgin Ibryam
A use-case-driven introduction to the most common design patterns for modernizing monolithic legacy applications to microservices using Apache Kafka, Debezium, and Kubernetes.
The document discusses container patterns for designing cloud applications. It describes a "module container" building block that is a Linux process, has an API, is descriptive, disposable, immutable, self-contained, and small. It then presents several container patterns including sidecar, adapter, ambassador, and chains that describe how to assemble module containers together in composite applications. The goal is to define reusable patterns for container-based applications.
bpmNEXT 2018: Exploiting cloud infrastructure for efficient business process ...Kris Verlaenen
This document discusses exploiting cloud infrastructure for efficient business process execution. It describes using a lightweight process execution engine that can be embedded in applications and scales well. The engine executes processes across multiple server instances managed by a central controller. The controller tracks server configurations and deployed processes. It can dynamically deploy updates. A smart router directs requests to appropriate servers and aggregates data from multiple servers. Monitoring of processes and servers is also discussed. Finally, the document talks about using templates to easily deploy the execution engine and processes to cloud infrastructure.
Docker has helped ANZ Bank improve their development workflow in the following ways:
1. Build times have been reduced from hours to minutes using Docker images that can be created and destroyed on demand, lowering work in progress.
2. Feedback is now continuous rather than in spikes, as developers get feedback within 30 minutes rather than over 24 hours.
3. Operations are now more autonomous as DevOps teams no longer need to manually babysit each build. Docker containers allow the environment to scale elastically on robust hardware.
Cédric Vidal from Quicksign: Building a digital on-boarding microservices pla...camunda services GmbH
In the context of a fast-paced competitive KYC market, Quicksign needs a platform allowing to quickly adjust to customers' workflows and integration requirements, scale to support the growing usage of our services, secured and resilient by design and fun to build on.
Using Camunda, Kubernetes, Kafka and some in-house development, we have built a multi-tenant Kappa micro-services platform that exposes, for each process deployed and without involving any specific development, a dynamically generated business-oriented REST-HATEOAS API.
We will explain how we are able to mass produce personalized workflows which will radically change the way financial services onboard their customers.
The Serverless Native Mindset: Ben Kehoe, iRobot, Serverless NYC 2018iguazio
Serverless architecture is a fantastic enabler for lean teams, smaller bills, and more robust systems, but its fundamental advantage is that it allows your organization to focus on creating business value, not solving technology problems. However, gaining this advantage involves giving up control over your technology stack in favor of managed services, and this organizational aspect is more difficult than any of the technological hurdles faced by serverless developers. In this talk, I'll explain how to adopt a mindset that embraces serverless and why, in spite of these pitfalls, serverless architecture is absolutely worth the effort.
Wix has scaled from serving 30 million users to over 1 billion user media files daily by evolving their architecture and processes over time. Some of the key changes included splitting the monolithic application into separate editor and public segments, introducing caching and media storage solutions, adopting continuous delivery practices, and moving to managed hosting and cloud infrastructure to allow for scalability. People and culture changes like emphasizing empowered developers and frequent releases were also important to allow for increased velocity.
Modernization patterns to refactor a legacy application into event driven mic...Bilgin Ibryam
A use-case-driven introduction to the most common design patterns for modernizing monolithic legacy applications to microservices using Apache Kafka, Debezium, and Kubernetes.
The document discusses container patterns for designing cloud applications. It describes a "module container" building block that is a Linux process, has an API, is descriptive, disposable, immutable, self-contained, and small. It then presents several container patterns including sidecar, adapter, ambassador, and chains that describe how to assemble module containers together in composite applications. The goal is to define reusable patterns for container-based applications.
bpmNEXT 2018: Exploiting cloud infrastructure for efficient business process ...Kris Verlaenen
This document discusses exploiting cloud infrastructure for efficient business process execution. It describes using a lightweight process execution engine that can be embedded in applications and scales well. The engine executes processes across multiple server instances managed by a central controller. The controller tracks server configurations and deployed processes. It can dynamically deploy updates. A smart router directs requests to appropriate servers and aggregates data from multiple servers. Monitoring of processes and servers is also discussed. Finally, the document talks about using templates to easily deploy the execution engine and processes to cloud infrastructure.
Docker has helped ANZ Bank improve their development workflow in the following ways:
1. Build times have been reduced from hours to minutes using Docker images that can be created and destroyed on demand, lowering work in progress.
2. Feedback is now continuous rather than in spikes, as developers get feedback within 30 minutes rather than over 24 hours.
3. Operations are now more autonomous as DevOps teams no longer need to manually babysit each build. Docker containers allow the environment to scale elastically on robust hardware.
This document discusses pillars of software development including culture, methodology, and technique. It describes the evolution of the AutoCAD 360 backend from a monolithic architecture to microservices. Methodologies discussed include continuous delivery, data-driven development, using a walking skeleton approach, extensive testing, and code reviews. Culture techniques that were emphasized include stating a clear vision, encouraging employees to pick their own tasks, forming internal guilds, open source contributions, and regular lightning talks. The overall goal is to establish best practices for architecture, processes, and culture to successfully develop complex software.
In this slide, we will introduce FaaS and Kata Containers. We will also talk about the issues running FaaS on Docker containers and then explain how we are using to fix those issues using Kata Containers.
This document provides an overview of Google Cloud Platform's compute services, including Infrastructure as a Service options like Compute Engine and serverless options like App Engine, Cloud Run, and Cloud Functions. It describes Compute Engine as an IaaS that launches virtual machines, and the serverless options as automatically scaling and requiring no infrastructure management. Features of each service are listed like predefined machine types for Compute Engine and supported programming languages for the serverless options.
Introduction To Serverless ArchitectureBen Sherman
Ben Sherman is a software engineer and founder of Plator Solutions, an AWS consulting firm. He has a computer engineering degree and previously worked at Amazon. The document defines serverless architecture as cloud-hosted backend services and event-triggered functions that are fully managed, allowing developers to focus on business logic without managing infrastructure. Key benefits of serverless include cost savings due to paying only for resources used, seamless scalability without capacity planning, and faster development without backend provisioning and management.
(BIZ307) Yamaha Corporation: Migrating Business Applications to AWS | AWS re:...Amazon Web Services
When Yamaha Corporation needed to reduce infrastructure cost, AWS was the solution. In this session, learn how Yamaha and AWS partner 2nd Watch migrated mission-critical applications such as Microsoft Exchange and SharePoint, configured Availability Zones for data replication, configured disaster recovery for Oracle E-Business Suite, and designed file system backups. This session will get you up to speed on how AWS supports mission-critical business applications.
The Jelastic Cluster Admin Panel allows administrators to manage infrastructure, billing, users and environments, configurations, and the marketplace. It provides controls for regions and availability zones, hardware node management, IP management, workload statistics, and Zabbix monitoring. Billing features include tariff management and usage monitoring. Users, groups, and environments can be configured and managed. Server templates, access permissions, and email templates are configurable. The marketplace facilitates one-click installation of apps and add-ons.
Enterprise IT and DevOps teams are under tremendous pressure to efficiently deliver, operate and maintain infrastructure to support the needs of the business and its customers. It can take weeks to deliver production ready infrastructure and in response CIOs are looking for faster, self-service provisioning solutions. Now, VMware and Puppet together are providing a self-service provisioning solution that transforms weeks into minutes. By leveraging the new Configuration Automation Framework natively within vRealize Automation, customers can now seamlessly deploy, configure and manage production-ready applications by using vRealize Automation's blueprinting, service orchestration and governance workflows along with Puppet's configuration management capabilities. The out of box integration enables organizations to create blueprint templates for virtual machines using vRealize Automation’s graphical user interface, dynamically call in Puppet configuration parameters, roles etc. on the design canvas and also enable request time provisioning options. In this session, you'll learn about the new features, capabilities, and demo of vRealize Automation configuration automation framework and the integration with Puppet.
VMware Mirage is an image management solution that centralizes desktop images on a Mirage server infrastructure. It allows for single image management, application layering, endpoint repair by restoring devices to a base image or snapshot, and operating system/hardware refreshes. Key components include the Mirage server, management server, storage, and optional branch reflectors, gateways, and file portals. Benefits for LAPKER include reducing bandwidth usage by transferring only changes, allowing disconnected updates, and fast rollbacks. Upgrades to the latest version require updating the management server first, then servers, with agents automatically upgrading.
Lieven Vandegaer from MEDIAGENIX - Orchestrating a video-on-demand pipeline w...camunda services GmbH
WHATS'ON is a software solution of MEDIAGENIX that manages the lifecycle of content within media companies.
For a new project with a telecom operator we needed to handle incoming metadata, video files and images and make this content available on several VOD platforms. These workflows can become very complex and require intense communication with various systems (transcoders, encryption software, a VOD backend system...).
In this presentation, we will show how we are using our in-house product WHATS'ON (written in Smalltalk) in combination with Camunda BPM and Apache NiFi, using external tasks and the Camunda BPM REST API.
TechCamp 2013 Dublin - Managing The Data Center with System Center 2012 R2Damian Flynn
Utilizing the hidden functions of SCVMM, learn how you can manage your end to end Data Center Fabric, from Server Deployment, Layer 2 and 3 Network Switching and Software Extensions eg Nexus 1000v, to the Storage Subsystems on both Block and File level SCVMM has 3rd party supported implementation answers for all your needs.
Lino Telera gave a presentation on serverless computing. He began with introductions and background. The presentation covered serverless concepts like Function as a Service, demonstrated building a simple microservice using AWS Lambda that interacts with S3, and discussed integrating functions with services like S3 using Boto. It also showed how functions can be called from devices using skills and discussed running serverless on-premise using OpenFaaS or Pivotal Container Service. The presentation concluded with a Q&A and thanks to sponsors.
This document summarizes Bonial's journey to migrating their datacenter to AWS. It describes how AWS provided more possibilities through services like fast provisioning, auto-scaling, and resilience. However, the migration also brought challenges around vendor lock-in, limitations of some services, and changes to roles like operations engineers. The team applied a multi-step process starting with familiarization before fully migrating to take advantage of AWS while minimizing risks.
-- Presented in Serverless Summit 2017 - www.inserverless.com --
The earlier sessions at this conference covered development scenarios & operations, frameworks/platforms, and technology applications. In this session, I'll tie them together to provide a perspective on architectures and patterns for serverless. I'll cover how serverless compute can be used as glue or backend, legacy API proxy, or do real-time processing. Further, I'll discuss how serverless can be employed for web applications, batch processing, stream processing and event-driven automation, at a high level.
Serverless Architecture - introduction + AWS demoJan van Zoggel
Session together with Pim at a RubiX event. Regarding an introduction to serverless architecture (FaaS) concluding with a demo using the AWS stack (Lambda, IoT, API Gateway, DynamoDB) with a raspberryPI and AngularJS2 front-end.
ASAS 2013 - Space-based architecture: Linear scalability? High throughput? Lo...Avisi B.V.
Space-Based Architecture (SBA) is a software pattern that uses a distributed tuple space for communication between processes to achieve linear scalability. SBA replicates processing units and shards data across multiple units to distribute load. Clients write and read data from a centralized space in a shared memory model. The architecture was demonstrated to process over 30,000 messages per second written to the space and 1,000 messages processed per second by replicated processing units.
How to deploy a Private Cloud based on WAP and NutanixTom Van Gramberen
Presented on May 28th, 2015 at TechDays Netherlands in The Hague:
The rise of virtualization and new applications has created pressure on IT departments to develop, deliver and maintain an application & storage infrastructure that is not only high performing, but also simple to manage, VM-centric and highly scalable. In this technical session, we'll discuss how to create the ideal infrastructure for Hyper-V and virtualized Windows applications, that is always available and literally invisible to the application teams. We will also explore a real world Windows Azure Pack deployment of the European Service Provider Synergics during this technical session. One of the Synergics’ architects will explain and demonstrate how they deployed a scalable, easy-to-manage cloud based on Windows Azure Pack.
Slides from No Backend presentation first given at DDD SouthWest.
The talk focused on the new way of building apps where the developer doesn't have to create the server side software for an app, instead able to use functionality provided as a service.
The slides are mostly placeholders used during the talk.
The evolution of micro services architecture. Mainframe, Midrange, Client Server, SOA. Best practices of microservices. Load balancing, BigData, design patterns. When and why to use microservices.
Agile Testing Alliance Automation Summit 2016 - Introduction by Aditya Garg, Rajesh Panchal and Minaxi Vaishnav. Vadodra, Gujarat. Brought to you by Agile testing alliance and Automation anywhere. Supported by PMI, GESIA, QAAgility, Shuhari and Net Web software
Rohit Jainendra - Electric Cloud - Enabling DevOps Adoption with Electric CloudDevOps Enterprise Summit
Join Rohit Jainendra, Chief Product Officer, as he gives you a firsthand look at how Electric Cloud products have evolved over the past year and a view into the 2015-2016 roadmap. Gain insight into new features and learn how we plan to help you and your organization adopt DevOps practices so that you can deliver better software faster.
This document discusses pillars of software development including culture, methodology, and technique. It describes the evolution of the AutoCAD 360 backend from a monolithic architecture to microservices. Methodologies discussed include continuous delivery, data-driven development, using a walking skeleton approach, extensive testing, and code reviews. Culture techniques that were emphasized include stating a clear vision, encouraging employees to pick their own tasks, forming internal guilds, open source contributions, and regular lightning talks. The overall goal is to establish best practices for architecture, processes, and culture to successfully develop complex software.
In this slide, we will introduce FaaS and Kata Containers. We will also talk about the issues running FaaS on Docker containers and then explain how we are using to fix those issues using Kata Containers.
This document provides an overview of Google Cloud Platform's compute services, including Infrastructure as a Service options like Compute Engine and serverless options like App Engine, Cloud Run, and Cloud Functions. It describes Compute Engine as an IaaS that launches virtual machines, and the serverless options as automatically scaling and requiring no infrastructure management. Features of each service are listed like predefined machine types for Compute Engine and supported programming languages for the serverless options.
Introduction To Serverless ArchitectureBen Sherman
Ben Sherman is a software engineer and founder of Plator Solutions, an AWS consulting firm. He has a computer engineering degree and previously worked at Amazon. The document defines serverless architecture as cloud-hosted backend services and event-triggered functions that are fully managed, allowing developers to focus on business logic without managing infrastructure. Key benefits of serverless include cost savings due to paying only for resources used, seamless scalability without capacity planning, and faster development without backend provisioning and management.
(BIZ307) Yamaha Corporation: Migrating Business Applications to AWS | AWS re:...Amazon Web Services
When Yamaha Corporation needed to reduce infrastructure cost, AWS was the solution. In this session, learn how Yamaha and AWS partner 2nd Watch migrated mission-critical applications such as Microsoft Exchange and SharePoint, configured Availability Zones for data replication, configured disaster recovery for Oracle E-Business Suite, and designed file system backups. This session will get you up to speed on how AWS supports mission-critical business applications.
The Jelastic Cluster Admin Panel allows administrators to manage infrastructure, billing, users and environments, configurations, and the marketplace. It provides controls for regions and availability zones, hardware node management, IP management, workload statistics, and Zabbix monitoring. Billing features include tariff management and usage monitoring. Users, groups, and environments can be configured and managed. Server templates, access permissions, and email templates are configurable. The marketplace facilitates one-click installation of apps and add-ons.
Enterprise IT and DevOps teams are under tremendous pressure to efficiently deliver, operate and maintain infrastructure to support the needs of the business and its customers. It can take weeks to deliver production ready infrastructure and in response CIOs are looking for faster, self-service provisioning solutions. Now, VMware and Puppet together are providing a self-service provisioning solution that transforms weeks into minutes. By leveraging the new Configuration Automation Framework natively within vRealize Automation, customers can now seamlessly deploy, configure and manage production-ready applications by using vRealize Automation's blueprinting, service orchestration and governance workflows along with Puppet's configuration management capabilities. The out of box integration enables organizations to create blueprint templates for virtual machines using vRealize Automation’s graphical user interface, dynamically call in Puppet configuration parameters, roles etc. on the design canvas and also enable request time provisioning options. In this session, you'll learn about the new features, capabilities, and demo of vRealize Automation configuration automation framework and the integration with Puppet.
VMware Mirage is an image management solution that centralizes desktop images on a Mirage server infrastructure. It allows for single image management, application layering, endpoint repair by restoring devices to a base image or snapshot, and operating system/hardware refreshes. Key components include the Mirage server, management server, storage, and optional branch reflectors, gateways, and file portals. Benefits for LAPKER include reducing bandwidth usage by transferring only changes, allowing disconnected updates, and fast rollbacks. Upgrades to the latest version require updating the management server first, then servers, with agents automatically upgrading.
Lieven Vandegaer from MEDIAGENIX - Orchestrating a video-on-demand pipeline w...camunda services GmbH
WHATS'ON is a software solution of MEDIAGENIX that manages the lifecycle of content within media companies.
For a new project with a telecom operator we needed to handle incoming metadata, video files and images and make this content available on several VOD platforms. These workflows can become very complex and require intense communication with various systems (transcoders, encryption software, a VOD backend system...).
In this presentation, we will show how we are using our in-house product WHATS'ON (written in Smalltalk) in combination with Camunda BPM and Apache NiFi, using external tasks and the Camunda BPM REST API.
TechCamp 2013 Dublin - Managing The Data Center with System Center 2012 R2Damian Flynn
Utilizing the hidden functions of SCVMM, learn how you can manage your end to end Data Center Fabric, from Server Deployment, Layer 2 and 3 Network Switching and Software Extensions eg Nexus 1000v, to the Storage Subsystems on both Block and File level SCVMM has 3rd party supported implementation answers for all your needs.
Lino Telera gave a presentation on serverless computing. He began with introductions and background. The presentation covered serverless concepts like Function as a Service, demonstrated building a simple microservice using AWS Lambda that interacts with S3, and discussed integrating functions with services like S3 using Boto. It also showed how functions can be called from devices using skills and discussed running serverless on-premise using OpenFaaS or Pivotal Container Service. The presentation concluded with a Q&A and thanks to sponsors.
This document summarizes Bonial's journey to migrating their datacenter to AWS. It describes how AWS provided more possibilities through services like fast provisioning, auto-scaling, and resilience. However, the migration also brought challenges around vendor lock-in, limitations of some services, and changes to roles like operations engineers. The team applied a multi-step process starting with familiarization before fully migrating to take advantage of AWS while minimizing risks.
-- Presented in Serverless Summit 2017 - www.inserverless.com --
The earlier sessions at this conference covered development scenarios & operations, frameworks/platforms, and technology applications. In this session, I'll tie them together to provide a perspective on architectures and patterns for serverless. I'll cover how serverless compute can be used as glue or backend, legacy API proxy, or do real-time processing. Further, I'll discuss how serverless can be employed for web applications, batch processing, stream processing and event-driven automation, at a high level.
Serverless Architecture - introduction + AWS demoJan van Zoggel
Session together with Pim at a RubiX event. Regarding an introduction to serverless architecture (FaaS) concluding with a demo using the AWS stack (Lambda, IoT, API Gateway, DynamoDB) with a raspberryPI and AngularJS2 front-end.
ASAS 2013 - Space-based architecture: Linear scalability? High throughput? Lo...Avisi B.V.
Space-Based Architecture (SBA) is a software pattern that uses a distributed tuple space for communication between processes to achieve linear scalability. SBA replicates processing units and shards data across multiple units to distribute load. Clients write and read data from a centralized space in a shared memory model. The architecture was demonstrated to process over 30,000 messages per second written to the space and 1,000 messages processed per second by replicated processing units.
How to deploy a Private Cloud based on WAP and NutanixTom Van Gramberen
Presented on May 28th, 2015 at TechDays Netherlands in The Hague:
The rise of virtualization and new applications has created pressure on IT departments to develop, deliver and maintain an application & storage infrastructure that is not only high performing, but also simple to manage, VM-centric and highly scalable. In this technical session, we'll discuss how to create the ideal infrastructure for Hyper-V and virtualized Windows applications, that is always available and literally invisible to the application teams. We will also explore a real world Windows Azure Pack deployment of the European Service Provider Synergics during this technical session. One of the Synergics’ architects will explain and demonstrate how they deployed a scalable, easy-to-manage cloud based on Windows Azure Pack.
Slides from No Backend presentation first given at DDD SouthWest.
The talk focused on the new way of building apps where the developer doesn't have to create the server side software for an app, instead able to use functionality provided as a service.
The slides are mostly placeholders used during the talk.
The evolution of micro services architecture. Mainframe, Midrange, Client Server, SOA. Best practices of microservices. Load balancing, BigData, design patterns. When and why to use microservices.
Agile Testing Alliance Automation Summit 2016 - Introduction by Aditya Garg, Rajesh Panchal and Minaxi Vaishnav. Vadodra, Gujarat. Brought to you by Agile testing alliance and Automation anywhere. Supported by PMI, GESIA, QAAgility, Shuhari and Net Web software
Rohit Jainendra - Electric Cloud - Enabling DevOps Adoption with Electric CloudDevOps Enterprise Summit
Join Rohit Jainendra, Chief Product Officer, as he gives you a firsthand look at how Electric Cloud products have evolved over the past year and a view into the 2015-2016 roadmap. Gain insight into new features and learn how we plan to help you and your organization adopt DevOps practices so that you can deliver better software faster.
Apache CloudStack is open source software designed to deploy and manage large networks of virtual machines, as a highly available, highly scalable Infrastructure as a Service (IaaS) cloud computing platform.
It is used by a number of service providers to offer public cloud services, and by many companies to provide an on-premises (private) cloud offering, or as part of a hybrid cloud solution.
In this webinar, participants will learn:
Completely new way to manage Apache CloudStack with service provider, reseller and customer views.
Reliably collecting performance metrics from guests running inside Cloud stack
How to render Cloud Stack Tenant UI with ActOnCloud User Interface
Generate Detailed Billing Usage Reports for different cloudstack accounts
How to manage multiple cloudstack instances
How to perform capacity planning for Zones inside Cloud stack
How to autoscale VMs in VPC without depending on Hardware based loadbalancers
How to group VMs and apply policies and rules to govern and optimize them
Managing hybrid cloud.
Also if you are tired of seeing the old UI? You can find here the next generation mobile responsive interface to manage your cloud stack.
The document discusses troubleshooting CloudStack. It covers troubleshooting for CloudStack developers and administrators. For developers, it discusses error codes, debugging tips, system virtual machine troubleshooting and port usage. For administrators, it discusses installation, configuration, log analysis, important parameters, best practices, reusing hypervisors and the CloudStack database. The document also provides references and information on getting involved in the CloudStack community.
CloudStack, the world's leading open-source cloud infrastructure platform, was recently donated to the Apache Foundation, and is now an incubated Apache project. Ewan Mellor, Director of Engineering in the Citrix Cloud Platforms Group will describe the CloudStack project and explain why Xen is the pre-eminent hypervisor in public clouds today. He will describe the changes coming in CloudStack in the next 12 months, and how they are going to change the way that Xen is consumed in public and private clouds next year.
Accenture publishes its technology vision annually. It is a distillation of our extensive research over the course of the previous 12 months, the experiences of our research teams and the input of our clients. In it, we outline the emerging technology trends that forward-thinking CIOs will use to position their organizations to drive growth and high performance, rather than just focusing on cost-cutting and efficiency improvements.
Business leaders now accept that their organizations’ future success is bound up with their ability to keep pace with technology. CIOs have to play a key role in helping these business leaders recognize and seize the opportunities enabled by new trends—but the price of progress will have to be paid, along with new risks assumed.
We believe six technology trends will influence business over the next three to five years:
Context-based services. Where you are and what you are doing will drive the next wave of digital services.
Converging data architectures. Successfully rebalancing the data architecture portfolio and blending the structured with the unstructured are key to turning data into new streams of value.
Industrialized data services. The ability to share data will make it more valuable—but only if it is managed differently.
Social-driven IT. Realize that social is not just a bolt-on marketing channel. It will have true business-wide impact.
PaaS-enabled agility. The maturing platform-as-a-service (PaaS) market will shift the emphasis from cost-cutting to business innovation, supporting rapid evolution for business processes that need continuous change.
Orchestrated analytical security. Organizations will have to accept that their gates will be breached and begin preparing their second line of defense—data platforms—to mitigate the damage caused by attacks that get through.
The Road to Hybrid Cloud is Paved with AutomationMichael Ducy
The document discusses how the road to hybrid cloud is paved with automation. It notes that failure to automate configurations and capture large, cumbersome automation led to technical debt. Hybrid cloud helps by defining infrastructure through finite configurations that can run anywhere rather than moving large VM images. This requires composable, data-driven automation defined through infrastructure as code and treated with the same test-driven development practices as application code.
7 Common Questions About a Cloud Management PlatformRightScale
You already know you need to deliver software more quickly. But what’s the best route to get that agility? Cloud, containers, and DevOps can all help, and a cloud management platform (CMP) pulls it all together. Get answers to the common questions about a CMP.
Hybrid Cloud Transformation Fast Track.pptxzhunli4
This document discusses hybrid cloud and provides key considerations for a successful hybrid cloud deployment. It notes that hybrid cloud can span infrastructure as a service (IaaS), platform as a service (PaaS) and software as a service (SaaS). Automation across clouds, building cloud-like services on-premises, and allowing applications to easily deploy on either private or public clouds are identified as important factors. Planning application deployments carefully to consider where it is cheapest to run while balancing business agility is also emphasized.
This document discusses navigating cloud and multi-cloud transformations. It notes that cloud transformations often stall due to complexity from technical debt, lack of unified security/controls, dealing with multiple vendors, and talent shortages. It recommends taking a crawl-walk-run approach starting with leveraging an existing VMware cloud to reduce risk before running hybrid and multi-cloud operating models with common management across platforms.
VMworld 2013: How to Build a Hybrid Cloud in Less than a Day VMworld
VMworld 2013
Chris Colotti, VMware
David Hill, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Journey from on prem to the cloud with kubernetesLibbySchulze
Broadridge migrated their DevOps tools from an on-premise installation to AWS using Kubernetes. They prepared by gaining Kubernetes expertise, setting expectations that it would take time, and building a minimal viable product. Their process involved documenting and testing the architecture, using infrastructure as code, and leveraging third party expertise. Results included reusable Kubernetes and Helm configurations. Going forward, they will migrate more customers to the new platform and automate testing.
This document discusses content management in Windows Azure. It provides an overview of Kentico CMS and its capabilities. It then discusses what a content management system is and the expectations of CMS. Next, it explores what moving a CMS to the cloud means and some common questions around running a CMS in the cloud. It outlines three scenarios for using cloud with CMS: a pure cloud model, expansion model leveraging cloud for front/back end services, and using cloud for on-demand marketing activities. It also shares some customer lessons learned around using Azure.
Where SOA and Monolitch EAR have failed. It's not simple to have your Apps scaling automagically without a very complex architecture. We're going to show pros and cons of so called Cloud-Native Applications based on Microservices, Caas, DevOps, Continuous Delivery....
Software Architecture and Architectors: useless VS valuableComsysto Reply GmbH
The document discusses several cases where architecture decisions hurt software teams. It provides lessons learned from each case:
- Overly sharing code across domains can cause dependencies and fragility. Architectural boundaries should separate domains.
- Attempting to satisfy all use cases with a single highly configurable solution often satisfies no one. Specific solutions may be preferable.
- Microservices are not a universal solution and will not improve a flawed design alone. Modules should only be split across microservices at domain boundaries.
- Systems need to be designed to evolve dynamically over time as requirements change. Centralized control hinders this.
Presentation created for Third and Final Year students of , The Department of Information Technology, Bharati Vidyapeeth (Deemed to be University) College of Engineering, Pune. Collage has invited myself for a training program on “Recent Trends in Information Technology”. I presented on topic of "Serverless Microservices". It is Level-100 Session.
Building a Service Provider Cloud Offering - MVMUG Sept2013Arron Stebbing
This document discusses building a service provider cloud offering. It covers topics such as choosing between public, private and hybrid cloud models, selecting infrastructure including enterprise hardware or whitebox solutions, designing for efficiency and resiliency as a service provider, automating operations, and differentiating a cloud offering through value-added services or bundles. The document provides advice on starting small and working with partners if building your own cloud platform seems too complex.
A presentation on clearly defining a microservice architecture, culture, and discovering how to determine whether it is a step in the right direction for your system. I discuss about the decisions that lead us to take on a microservice architecture approach at Sprout, and the challenges we are facing as a startup learning a new method for making apps.
Introduction to Cloud Technology slide was prepared for Linux/Unix class lecture at Department of Computer Engineering, Chulalongkorn University in Jan 2013.
Over the first 8 years of Wix, Wix infrastructure has gone a number of transformations, starting as a monolithic application server with MySQL, evolving to a service based architecture with with diverse infrastructure.
Over this 8 years journey, we have learned a thing or two - some DOs and some DON'Ts.
This presentation goes over the evolution of Wix architecture, with the different transformations we have done to support Wix at scale. We will share some of out insights about building a web infrastructure for over 50M users
Tokyo Azure Meetup #7 - Introduction to Serverless Architectures with Azure F...Tokyo Azure Meetup
Serverless architecture is the next big shift in computing - completely abstracting the underlying infrastructure and focusing 100% on the business logic.
Today we can create applications directly in our browser and leave the decision how they are hosted and scaled to the cloud provider. Moreover, this approach give us incredible control over the granularity of our applications since most of the time we are dealing with single function at a time.
In this presentation we will cover:
• Introduce Serverless Architectures
• Talk about the advantages of Serverless Architectures
• Discuss in details in event-driven computing
• Cover common Serverless approaches
• See practical applications with Azure Functions
• Compare AWS Lambda and Azure Functions
• Talk about open source alternatives
• Explore the relation between Microservices and Serverless Architectures
Presented to the SUST Alumni, mainly a group of professional developers.
May be beneficial for anyone who wants to step up from a developer to Solution architect,
VMworld 2013: Three Advantages of Running Cloud Foundry in a VMware Private C...VMworld
VMworld 2013
Tarik Dwiek, EMC
Steve Flanders, VMware
Learn more about VMworld and register at http://www.vmworld.com/index.jspa?src=socmed-vmworld-slideshare
Microservices, Spring Cloud & Cloud FoundryEmilio Garcia
Microservices, Spring Cloud & Cloud Foundry
The document discusses microservices architecture, distributed system patterns, Spring Boot, Spring Cloud, and Cloud Foundry. It defines microservices and compares monolithic vs microservices styles. Key advantages of microservices include using the right tool for each job and easier scaling. Challenges include complexity and coordination. Distributed patterns like centralized configuration, service registry, dynamic routing, and circuit breakers help address challenges. Spring Boot and Spring Cloud simplify building microservices and provide tools that implement common patterns. Cloud Foundry is a PaaS that makes deploying microservices applications easy.
Similar to CloudStack Day 14 - Automation: The Key to Hybrid Cloud (20)
Automating Security Response with ServerlessMichael Ducy
This document discusses using serverless technologies for automating security response. It provides an overview of serverless computing benefits and design patterns. Examples of open source serverless platforms like Knative and Kubeless are described. The document also discusses using MLGuard, Falco, and security playbooks with serverless functions to detect anomalies and automate security response actions like killing offending pods.
Rethinking Open Source in the Age of CloudMichael Ducy
The last several years has brought explosive growth to the realm of open source. Many new projects have started, and many have went on to become foundational components of running applications at scale. Cloud providers have focused on a strategy of embracing open source not only to help build value added services, but to also make it easy to use open source on their compute platforms. Open source companies have reacted by changing their software licenses in an attempt to cut out the Cloud providers.
So what does this mean for the future of open source? In this talk we’ll revisit some of the foundational tenets of open source, and compare these ideas to where open source has evolved. We’ll also talk about the pros and cons, and maybe unintended consequences, of Cloud based computing.
Open source security tools for Kubernetes.Michael Ducy
Cloud Native platforms such as Kubernetes help developers to easily get started deploying and running their applications at scale. But as this access to compute starts to become ubiquitous, how you secure and maintain compliance standards in these environments becomes extremely important.
In this talk, we'll cover the basics of securing Cloud Native platforms such as Kubernetes. We will also cover open source tools - such as Clair, Anchore, and Sysdig Falco - that can be used to maintain a secure computing environment. Attendees will walk away with a good understanding of the challenges of securing a Cloud Native platform and practical advice on using open source tools as part of their security strategy.
Effective security requires a layered approach. If one layer is comprised, the additional layers will (hopefully) stop an attacker from going further. Much of container security has focused on the image build process and providing providence for the artifacts in a container image, and restricting kernel level tunables in the container runtime (seccomp, SELinux, capabilities, etc). What if we can detect abnormal behavior in the application and the container runtime environment as well? In this talk, we’ll present Falco - an open source project for runtime security - and discuss how it provides application and container runtime security. We will show how Falco taps Linux system calls to provide low level insight into application behavior, and how to write Falco rules to detect abnormal behavior. Finally we will show how Falco can trigger notifications to stop abnormal behavior, notify humans, and isolate the compromised application for forensics. Attendees will leave with a better understanding of the container security landscape, what problems runtime security solves, & how Falco can provide runtime security and incident response.
You just got “done” with the transformation of your organization (or parts of it) to leverage more DevOps practices, and now the next hot thing is taking over the industry: containers, Cloud Native, SRE, GitOps, Kubernetes, etc. What’s a DevOps Manager to do? Throw away the last few years and rebrand the team as Cloud Native SREs?
Technological advancement not only provides advancement in “what” a modern technology architecture looks like, it can also provide advancement in the processes and the day to day of an organization’s technology teams. We’ve seen this before in the move from mainframe to client-server, and client-server to Cloud.
In this presentation I’ll talk about the relationship of DevOps to Cloud Native technologies, and help make sense of all the jargon - containers, microservices, orchestration (and Kubernetes), SRE, GitOps, etc. I’ll also talk about how some processes & practices in the world of DevOps change when leveraging these technologies. Attendees will leave with a base understanding of what a DevOps operating model looks like when leveraging modern Cloud Native technologies.
Securing your Container Environment with Open SourceMichael Ducy
Cloud Native platforms such as Kubernetes and Cloud Foundry help developers to easily get started deploying and running their applications at scale. But as this access to compute starts to become ubiquitous, how you secure and maintain compliance standards in these environments becomes extremely important. In this talk we'll cover the basics of securing Cloud Native platforms such as Kubernetes. We will also cover open source tools - such as Clair, Anchore, and Sysdig Falco - that can be used to maintain secure computing environment. Attendees will walk away with a good understanding of the challenges of securing a Cloud Native platform and practical advice on using open source tools as part of their security strategy.
Sysdig is an open source container monitoring and security platform that provides visibility into containerized applications. It includes sysdig for troubleshooting and inspection, sysdig monitor for runtime security and performance monitoring, and sysdig secure for compliance and threat detection. Sysdig uses system calls to provide filtering and inspection capabilities similar to tcpdump. It supports containers, Kubernetes, Docker, and other orchestration platforms. Sysdig also includes chisels for aggregating and reporting on event sequences and Falco for behavioral monitoring and detecting suspicious activity defined through rules.
Monitoring & Securing Microservices in KubernetesMichael Ducy
Application running in containers provide a myriad of choices to the end developer. But how do you provide the necessary services to monitor and secure these applications running in platforms such as Kubernetes. This presentation covers some common sense principles to monitor and secure your Kubernetes based applications.
We talked about the Sysdig open source projects (Sysdig and Falco), as well as the Sysdig Container Intelligence Platform, Sysdig Monitor and Sysdig Secure.
Principles of Monitoring MicroservicesMichael Ducy
Containers and Microservices have radically changed how you get visibility into your applications. As developers have started to leverage orchestration systems on top of containers, the game is changing yet again. What was a simple application on a host before is now a sophisticated, dynamically orchestrated, multi-container architecture. It’s amazing for development - but introduces a whole new set of challenges for monitoring and visibility.
In this talk we’ll lay out five key principles for monitoring microservices and the containers they are based on. These principles take into account the operational difference of containers and microservices when compared to traditional architectures.
This talk is for the operator that needs to help development teams understand how visibility of apps has changed, and help teams implement these ideas. You’ll walk away with a good understanding of the challenges of monitoring microservices and how you can set your team up for success.
A survey of problems involved in building containers and build tools such as:
buildah
nixos-container
ansible-container
Smith
Distroless
Buildkit
Source to Image (s2i)
Habitat
Monoliths, Myths, and Microservices - CfgMgmtCampMichael Ducy
Moving from a monolithic based architecture to a more microservices architecture can be fraught with challenges. We'll talk about some of these challenges and some common myths associated with trying to strangle the Monolith. We'll also talk about config management and automation's critical role in helping you move to a microservices architecture, and how our monolithic approach to automation changes in the new world.
Moving from a monolithic based architecture to a more microservices architecture can be fraught with challenges. This talk covers some of these challenges and some common myths associated with trying to strangle the Monolith. We will also talk a bit about the open source project Habitat (habitat.sh), and how it can help you move towards microservices.
Deployment pipelines seem to go hand in hand with any mention of DevOps. Why do pipelines matter and how do the principles of DevOps intertwine with the idea of treating everything as an artifact in a pipeline?
The document repeatedly discusses Docker, with the word "Docker" appearing over 200 times. In one section, it mentions "Micro-Services" alongside Docker. Otherwise, it only contains the word "Docker" and does not provide any other context or information.
Changing the Way Development and Operations WorksMichael Ducy
DevOps is a cultural and professional movement, not a team or job role. It aims to make everyone better through inclusive culture, lean principles, automation, measurement and sharing. This allows organizations to define infrastructure configurations programmatically using infrastructure as code for versioning, reuse and testing. Tools like Chef can help by defining reusable resources and roles to manage complex infrastructure relationships and improve the value stream. DevOps is not just for small teams but can impact even large organizations.
Ignite talk from Cloudstack Collab Conference EU 2013 held in Amsterdam.
C. Northcote Parkinson is quickly becoming widely quoted for ideas like "Bike Shedding". Let's talk quickly about Parkinson's Law and Parkinson's Law of Triviality and why Bureaucracies are so slow.
The document discusses silos in organizations and how they are a reflection of organizational structure. It notes that silos form due to processes like Parkinson's Law where work expands to fill available time. This leads to multiplication of subordinates and work. The document suggests that cross-functional teams and DevOps teams are attempted solutions but can still result in new silos forming or missing the underlying issues. It argues that the focus should be on improving manufacturing processes, communication, education and collaboration between teams to solve the problems created by silos rather than trying to eliminate the silos themselves.
Little Tech, Big Impact - Monktoberfest 2013Michael Ducy
Little tech tools like spreadsheets, command line tools, and maps can have a big impact when applied to community problems. The document describes how these tools were used to help resolve an elementary school realignment issue. Spreadsheets allowed rapid experimentation and different views of the data. Maps helped visualize scenarios. These little tech tools engaged more people and helped lead to a successful resolution approved by the school board. The experience shows how open tech can solve other community problems.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Project Management Semester Long Project - Acuityjpupo2018
Acuity is an innovative learning app designed to transform the way you engage with knowledge. Powered by AI technology, Acuity takes complex topics and distills them into concise, interactive summaries that are easy to read & understand. Whether you're exploring the depths of quantum mechanics or seeking insight into historical events, Acuity provides the key information you need without the burden of lengthy texts.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
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.
Webinar: Designing a schema for a Data WarehouseFederico Razzoli
Are you new to data warehouses (DWH)? Do you need to check whether your data warehouse follows the best practices for a good design? In both cases, this webinar is for you.
A data warehouse is a central relational database that contains all measurements about a business or an organisation. This data comes from a variety of heterogeneous data sources, which includes databases of any type that back the applications used by the company, data files exported by some applications, or APIs provided by internal or external services.
But designing a data warehouse correctly is a hard task, which requires gathering information about the business processes that need to be analysed in the first place. These processes must be translated into so-called star schemas, which means, denormalised databases where each table represents a dimension or facts.
We will discuss these topics:
- How to gather information about a business;
- Understanding dictionaries and how to identify business entities;
- Dimensions and facts;
- Setting a table granularity;
- Types of facts;
- Types of dimensions;
- Snowflakes and how to avoid them;
- Expanding existing dimensions and facts.
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.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
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!
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
18. The question isn’t: how do I get a server,
defined by VM (or instance) into another
Cloud to serve my application
19. The question is: how do I get a server,
defined by a set of finite configurations,
into another Cloud to serve my application
20. Some things I’ve seen work
• Ignore legacy
• Focus on Cloud first
• Get development buy-in to change app stack
• Build Composable, Data Driven Automation