What is observability and how is it different from traditional monitoring? How do we effectively monitor and debug complex, elastic microservice architectures? In this interactive discussion, we’ll answer these questions. We’ll also introduce the idea of an “observability pipeline” as a way to empower teams following DevOps practices. Lastly, we’ll demo cloud-native observability tools that fit this “observability pipeline” model, including Fluentd, OpenTracing, and Jaeger.
Learn how to accurately scope analytics migrations that comes in on time and on budget. See the recording and download this deck: https://senturus.com/resources/prepare-bi-migration/
Senturus offers a full spectrum of services for business analytics. Our Knowledge Center has hundreds of free live and recorded webinars, blog posts, demos and unbiased product reviews available on our website at: https://senturus.com/resources/
Greg Rakers from Informatica Cloud provides an overview of Informatica's cloud data management platform. The platform allows customers to integrate both on-premise and cloud applications/data through its cloud data integration and application integration capabilities. It offers a single platform to handle various integration patterns through web-based, self-upgrading components like connectors and agents. The platform is leader in multiple Gartner Magic Quadrants and powers over 9,000 customers through its multi-tenant cloud architecture and intuitive user interface.
Presenting this set of slides with name - Roadmap Powerpoint Slide. This is a five stage process. The stages in this process are Roadmap, Management, Planning, Process, Business, Icons. https://bit.ly/3iZJQXE
Data Migration Steps PowerPoint Presentation Slides SlideTeam
Presenting this set of slides with name - Data Migration Steps Powerpoint Presentation Slides. This PPT deck displays twenty-six slides with in-depth research. We provide a ready to use deck with all sorts of relevant topics subtopics templates, charts and graphs, overviews, analysis templates. When you download this deck by clicking the download button below, you get the presentation in both standard and widescreen format. All slides are fully editable. change the colors, font size, add or delete text if needed. The presentation is fully supported with Google Slides. It can be easily converted into JPG or PDF format.
The document discusses cloud migration strategy and provides a framework for organizations to migrate their IT infrastructure and applications to the cloud. It begins with an introduction to cloud computing concepts. It then presents a cloud adoption model and discusses key considerations for cloud adoption strategies including business drivers, infrastructure, architecture, operations and governance. The framework provides a six step approach for cloud migration: 1) establishing a common understanding, 2) assessing current IT environment, 3) identifying competitive advantages, 4) understanding risks, 5) developing a migration plan, and 6) adopting a cloud model. The document also analyzes different cloud deployment and service models and provides tools to evaluate applications and risks for cloud migration.
Data Migration Strategies PowerPoint Presentation SlidesSlideTeam
Data migration is a key consideration of any system implementation. Discuss the data transfer plans with this content ready Data Migration Strategies PowerPoint Presentation Slides. Data transformation plan PowerPoint complete deck is a systematic presentation which includes PPT slides such as data migration approach, steps, a simplified illustration of data migration steps, lifecycle, process, data migration on the cloud, and many more. Besides this, data transfer plan PPT slides are apt to present related concepts like data conversion, data curation, data preservation, system migration to name a few. The content ready information transfer PPT visuals are fully editable. You can modify, color, text, and font size. It has relevant templates to cater to your business needs. Outline all the important concepts without any hassle. Showcase the process of selecting, preparing, extracting and transforming data using this professionally designed information migration plan presentation design.
Observability – the good, the bad, and the uglyTimetrix
This document discusses observability and incident management. It notes that incidents are expensive and reduce credibility. Common causes of outages include changes, network failures, bugs, human errors, hardware failures, and unspecified issues. The timeline of an outage includes detection, investigation, escalation, and fixing. Many companies have a "zoo" of monitoring solutions that are difficult to manage. Common anti-patterns include an exponential growth of metrics that nobody understands. The document advocates focusing on key performance indicator metrics and using time-series databases, distributed tracing, and machine learning to more quickly detect anomalies and reduce incident timelines. It describes an open source project called Timetrix that combines metrics, events and traces for improved observability.
Project Scope And Deliverables Example Of PptSlideTeam
It is essential that project stakeholders easily understand the purpose as well as justification of a project. The project scope and deliverables PowerPoint template is useful to give baseline understanding the project’s scope as well as deliverables, along with that explain the work needed to complete the deliverables, and to make sure common understanding of the project’s scope among all the stakeholders. The project scope statement PPT slide act as a baseline document for defining scope of the portfolio management database (PMD) project, project deliverables, work which needed to accomplish the deliverables, and making sure a common understanding of the project’s scope among all stakeholders. All project work needs to occur within framework of the project scope statement as well as directly support the project deliverables. By using project scope template to demonstrate that any changes to the scope statement need to get through the approved project change management process before implementation. This template is a very helpful tool for stakeholders to understand the investments needed to make. Our Project Scope And Deliverables Example Of Ppt are conversant with any fresh changes. They allow you to gather greater expertise. https://bit.ly/3wLTyA1
How to Move from Monitoring to Observability, On-Premises and in a Multi-Clou...Splunk
With the acceleration of customer and business demands, site reliability engineers and IT Ops analysts now require operational visibility into their entire architecture, something that traditional APM tools, dev logging tools, and SRE tools aren’t equipped to provide. Observability enables you to inspect and understand your IT stack on premises and in the cloud(s); It’s no longer about whether your system works (monitoring), but being able to task why it is not working? (Observability). This presentation will outline key steps to take to move from monitoring to observability.
The document discusses monitoring and observability concepts. It defines key terms like measurement, metric, visualization, trending, alerting, and anomaly detection. It discusses different monitoring approaches like active checks using tools like cURL and PhantomJS, as well as passive monitoring using analytics tools. The document emphasizes the importance of monitoring business metrics over technical metrics and provides examples of synthetic and real data monitoring for different data velocities.
Power BI is a business analytics service that allows users to analyze data and share insights. It includes dashboards, reports, and datasets that can be viewed on mobile devices. Power BI integrates with various data sources and platforms like SQL Server, Azure, and Office 365. It provides self-service business intelligence capabilities for end users to explore and visualize data without assistance from IT departments.
Combining logs, metrics, and traces for unified observabilityElasticsearch
Learn how Elasticsearch efficiently combines data in a single store and how Kibana is used to analyze it. Plus, see how recent developments help identify, troubleshoot, and resolve operational issues faster.
The document discusses observability for modern applications. It describes observability as a measure of how well internal states of a system can be inferred from external outputs. It outlines three pillars of observability: event logs, metrics, and tracing. It provides examples of how AWS services like CloudWatch, CloudWatch Logs, and AWS X-Ray can be used to gain observability. It also discusses key concepts like segments, subsegments, and service maps for tracing and provides code examples for instrumenting applications to generate metrics and traces.
Following Matei Zaharia’s keynote presentation, join this session for the nitty gritty details. Tableau is joining forces with Databricks and the Delta Lake open source community to announce Delta Sharing and the new open Delta Sharing protocol for secure data sharing. For Tableau customers, Delta Sharing simplifies and enriches data, while supporting the development of a data culture. Join this session to see a live demo of Tableau on Delta Sharing. Tableau customers can choose between 2 workflows for connection. The first workflow is called “Direct Connect,” which leverages a Tableau WDC connector. The second workflow involves using a hybrid approach for querying live on the Delta Sharing protocol and using Tableau Hyper in-memory data engine for fast data ingestion and analytical query processing.
DAS Slides: Data Architect vs. Data Engineer vs. Data ModelerDATAVERSITY
This document discusses the roles of data architect, data engineer, and data modeler. A data architect requires comprehensive experience and must work with both technical and business teams. Data engineers specialize in big data solutions using technologies like data lakes and warehouses. Data modelers translate business rules into data models and designs. Hiring good data modelers is important for projects.
What is Platform as a Product? Clues from Team Topologies @ DevOps Porto meet...Manuel Pais
Savvy organizations are discovering the value of treating their internal platforms as products. But what does it mean to treat a "platform as a product"? What benefits does this give, and why would an organization adopt this approach?
In this talk, Manuel Pais, co-author of the book Team Topologies, explains why the platform-as-product approach can be a game-changer for organizations building and running software-enabled products and services. Using ideas & patterns from Team Topologies - including Thinnest Viable Platform, team cognitive load, and the evolutionary team interaction modes - Manuel explains how organizations like Uswitch and Adidas have successfully used the platform-as-product model to accelerate and simplify the delivery of software at scale.
Choosing an Integration Platform for your needs is often tricky, especially when there're so many good one out there. In this white paper we finally settle the long-standing debate of Dell Boomi vs SAP Cloud Platform Integration.
Combining Logs, Metrics, and Traces for Unified ObservabilityElasticsearch
Learn how Elasticsearch efficiently combines data in a single store and how Kibana is used to analyze it. Plus, see how recent developments help identify, troubleshoot, and resolve operational issues faster.
Project Management Status Indicators Powerpoint Slide DeckSlideTeam
Now monitor your project’s progress with ease with our project management status indicators PowerPoint slide deck. Our PPT slideshow is designed using an elegant table format in which you can easily compare the different tasks and their status in a stylish and graphical manner. You can analyze which project is assigned to which team member, what is the frequency of priority related to that project and what is the status of completion of it. Using this project status reporting Presentation graphic, you can also address the importance of project communication, which is very important in any business organization. This PPT slide can help you to effectively and efficiently communicate the project status at regular intervals to project stakeholders. Also, this PPT tabular format is designed in a regular, formalized report form so that the progress of any project can be denoted against the project plan. The project status indicators PowerPoint template is completely amendable, so you can modify it as per your requirements. Incorporate our slide visual into your next business presentation and represent your project management status report to your team in an innovative way. Drive every activity with our Project Management Status Indicators Powerpoint Slide Deck. Get the controls firmly in your hands. https://bit.ly/3x3YGAt
Data Migration Plan PowerPoint Presentation SlidesSlideTeam
Data transfer is a complex process for every business. Keep this in mind we have created Data Migration Plan PowerPoint Presentation Slides. There are various slides provided in this information transfer plan PowerPoint complete deck such as data migration approach, steps, a simplified illustration of data migration steps, lifecycle, process, data migration on the cloud, and many more. Our team of experts uses all sorts of editable charts, icons and graphs to design these impressive presentation slides. The content ready information transfer PPT visuals are fully editable. You can modify, color, text, and font size. It has relevant templates to cater to your business needs. Outline all the important concepts without any hassle. Furthermore, data migration strategy PPT slides are apt to present related concepts like data conversion, data curation, data preservation, system migration to name a few. Showcase varied ways of data transformation using this professionally designed information migration PPT visual.
Power BI Report Server Enterprise Architecture, Tools to Publish reports and ...Vishal Pawar
To improve the performance, sustainability, security and scalability of enterprise-grade Power BI implementations with constant velocity, we need to adhere best practices with sloid architecture.
In this session Vishal will go over Power BI Ecosystem with quick Example, Power BI report Server evolution from its inception till date with Architecture for Enterprise PBI RS and usage through various tool available to publish -SSDT SSRS, Power BI Desktop(Optimized Version), Report Builder and mobile report builder and various Best Practices for PBI Report Server.
This describes a conceptual model approach to designing an enterprise data fabric. This is the set of hardware and software infrastructure, tools and facilities to implement, administer, manage and operate data operations across the entire span of the data within the enterprise across all data activities including data acquisition, transformation, storage, distribution, integration, replication, availability, security, protection, disaster recovery, presentation, analytics, preservation, retention, backup, retrieval, archival, recall, deletion, monitoring, capacity planning across all data storage platforms enabling use by applications to meet the data needs of the enterprise.
The conceptual data fabric model represents a rich picture of the enterprise’s data context. It embodies an idealised and target data view.
Designing a data fabric enables the enterprise respond to and take advantage of key related data trends:
• Internal and External Digital Expectations
• Cloud Offerings and Services
• Data Regulations
• Analytics Capabilities
It enables the IT function demonstrate positive data leadership. It shows the IT function is able and willing to respond to business data needs. It allows the enterprise to meet data challenges
• More and more data of many different types
• Increasingly distributed platform landscape
• Compliance and regulation
• Newer data technologies
• Shadow IT where the IT function cannot deliver IT change and new data facilities quickly
It is concerned with the design an open and flexible data fabric that improves the responsiveness of the IT function and reduces shadow IT.
This document provides an introduction and user guide for Archi, an open source and cross-platform tool for creating ArchiMate models. Archi allows users to visually model enterprise architectures using the ArchiMate modeling language. The guide covers downloading and installing Archi, creating new models and elements, working with views and diagrams, and other basic functions for modeling with Archi.
Digital Business Transformation Ppt Summary StructureSlideTeam
Presenting this set of slides with name - Digital Business Transformation Ppt Summary Structure. This is a three stage process. The stages in this process are Understanding Customer Requirements, Digital Accessibility, Improved Business, Digital Globalization, Customer Satisfaction, Increased Roi. https://bit.ly/3hx4v4i
Interface Fact Sheets in LeanIX Enterprise Architecture ManagementLeanIX GmbH
Learn more about the new Interface Fact Sheet feature. LeanIX offers an innovative software-as-a-service solution for Enterprise Architecture Management (EAM), based either in a public cloud or the client’s data center.
Companies like Adidas, Axel Springer, Helvetia, RWE, Trusted Shops and Zalando use LeanIX Enterprise Architecture Management tool.
Free Trial: http://bit.ly/LeanIXFreeTrial
This document summarizes a presentation about observability using Splunk. It includes an agenda introducing observability and why Splunk for observability. It discusses the need for modernization initiatives in companies and the thousands of changes required. It presents that Splunk provides end-to-end visibility across metrics, traces and logs to detect, troubleshoot and optimize systems. It shares a customer case study of Accenture using Splunk observability in their hybrid cloud environment. Finally, it concludes that observability with Splunk can drive results like reduced downtime and faster innovation.
LoQutus: (Technical) Using LeanIX to fully exploit your Enterprise Architectu...LoQutus
LoQutus: (Technical) Using LeanIX to fully exploit your Enterprise Architecture information within your organisation: Reporting & integration capabilities with GraphQL.
Project teams often use shadow IT, instead of the much slower traditional IT, to facilitate rapidly changing complex business requirements and quick release cycles. As a result, an unmanaged, ungoverned set of IT solutions reside in enterprises that keeps CIOs awake at night. This presenation also explains how enterprises can leverage cloud-enabled ALM frameworks to build managed and governed empowered IT that enables quick release cycles and template-driven rapid development, empowering developers to develop, test, and release apps in a governed secured manner.
Project Scope And Deliverables Example Of PptSlideTeam
It is essential that project stakeholders easily understand the purpose as well as justification of a project. The project scope and deliverables PowerPoint template is useful to give baseline understanding the project’s scope as well as deliverables, along with that explain the work needed to complete the deliverables, and to make sure common understanding of the project’s scope among all the stakeholders. The project scope statement PPT slide act as a baseline document for defining scope of the portfolio management database (PMD) project, project deliverables, work which needed to accomplish the deliverables, and making sure a common understanding of the project’s scope among all stakeholders. All project work needs to occur within framework of the project scope statement as well as directly support the project deliverables. By using project scope template to demonstrate that any changes to the scope statement need to get through the approved project change management process before implementation. This template is a very helpful tool for stakeholders to understand the investments needed to make. Our Project Scope And Deliverables Example Of Ppt are conversant with any fresh changes. They allow you to gather greater expertise. https://bit.ly/3wLTyA1
How to Move from Monitoring to Observability, On-Premises and in a Multi-Clou...Splunk
With the acceleration of customer and business demands, site reliability engineers and IT Ops analysts now require operational visibility into their entire architecture, something that traditional APM tools, dev logging tools, and SRE tools aren’t equipped to provide. Observability enables you to inspect and understand your IT stack on premises and in the cloud(s); It’s no longer about whether your system works (monitoring), but being able to task why it is not working? (Observability). This presentation will outline key steps to take to move from monitoring to observability.
The document discusses monitoring and observability concepts. It defines key terms like measurement, metric, visualization, trending, alerting, and anomaly detection. It discusses different monitoring approaches like active checks using tools like cURL and PhantomJS, as well as passive monitoring using analytics tools. The document emphasizes the importance of monitoring business metrics over technical metrics and provides examples of synthetic and real data monitoring for different data velocities.
Power BI is a business analytics service that allows users to analyze data and share insights. It includes dashboards, reports, and datasets that can be viewed on mobile devices. Power BI integrates with various data sources and platforms like SQL Server, Azure, and Office 365. It provides self-service business intelligence capabilities for end users to explore and visualize data without assistance from IT departments.
Combining logs, metrics, and traces for unified observabilityElasticsearch
Learn how Elasticsearch efficiently combines data in a single store and how Kibana is used to analyze it. Plus, see how recent developments help identify, troubleshoot, and resolve operational issues faster.
The document discusses observability for modern applications. It describes observability as a measure of how well internal states of a system can be inferred from external outputs. It outlines three pillars of observability: event logs, metrics, and tracing. It provides examples of how AWS services like CloudWatch, CloudWatch Logs, and AWS X-Ray can be used to gain observability. It also discusses key concepts like segments, subsegments, and service maps for tracing and provides code examples for instrumenting applications to generate metrics and traces.
Following Matei Zaharia’s keynote presentation, join this session for the nitty gritty details. Tableau is joining forces with Databricks and the Delta Lake open source community to announce Delta Sharing and the new open Delta Sharing protocol for secure data sharing. For Tableau customers, Delta Sharing simplifies and enriches data, while supporting the development of a data culture. Join this session to see a live demo of Tableau on Delta Sharing. Tableau customers can choose between 2 workflows for connection. The first workflow is called “Direct Connect,” which leverages a Tableau WDC connector. The second workflow involves using a hybrid approach for querying live on the Delta Sharing protocol and using Tableau Hyper in-memory data engine for fast data ingestion and analytical query processing.
DAS Slides: Data Architect vs. Data Engineer vs. Data ModelerDATAVERSITY
This document discusses the roles of data architect, data engineer, and data modeler. A data architect requires comprehensive experience and must work with both technical and business teams. Data engineers specialize in big data solutions using technologies like data lakes and warehouses. Data modelers translate business rules into data models and designs. Hiring good data modelers is important for projects.
What is Platform as a Product? Clues from Team Topologies @ DevOps Porto meet...Manuel Pais
Savvy organizations are discovering the value of treating their internal platforms as products. But what does it mean to treat a "platform as a product"? What benefits does this give, and why would an organization adopt this approach?
In this talk, Manuel Pais, co-author of the book Team Topologies, explains why the platform-as-product approach can be a game-changer for organizations building and running software-enabled products and services. Using ideas & patterns from Team Topologies - including Thinnest Viable Platform, team cognitive load, and the evolutionary team interaction modes - Manuel explains how organizations like Uswitch and Adidas have successfully used the platform-as-product model to accelerate and simplify the delivery of software at scale.
Choosing an Integration Platform for your needs is often tricky, especially when there're so many good one out there. In this white paper we finally settle the long-standing debate of Dell Boomi vs SAP Cloud Platform Integration.
Combining Logs, Metrics, and Traces for Unified ObservabilityElasticsearch
Learn how Elasticsearch efficiently combines data in a single store and how Kibana is used to analyze it. Plus, see how recent developments help identify, troubleshoot, and resolve operational issues faster.
Project Management Status Indicators Powerpoint Slide DeckSlideTeam
Now monitor your project’s progress with ease with our project management status indicators PowerPoint slide deck. Our PPT slideshow is designed using an elegant table format in which you can easily compare the different tasks and their status in a stylish and graphical manner. You can analyze which project is assigned to which team member, what is the frequency of priority related to that project and what is the status of completion of it. Using this project status reporting Presentation graphic, you can also address the importance of project communication, which is very important in any business organization. This PPT slide can help you to effectively and efficiently communicate the project status at regular intervals to project stakeholders. Also, this PPT tabular format is designed in a regular, formalized report form so that the progress of any project can be denoted against the project plan. The project status indicators PowerPoint template is completely amendable, so you can modify it as per your requirements. Incorporate our slide visual into your next business presentation and represent your project management status report to your team in an innovative way. Drive every activity with our Project Management Status Indicators Powerpoint Slide Deck. Get the controls firmly in your hands. https://bit.ly/3x3YGAt
Data Migration Plan PowerPoint Presentation SlidesSlideTeam
Data transfer is a complex process for every business. Keep this in mind we have created Data Migration Plan PowerPoint Presentation Slides. There are various slides provided in this information transfer plan PowerPoint complete deck such as data migration approach, steps, a simplified illustration of data migration steps, lifecycle, process, data migration on the cloud, and many more. Our team of experts uses all sorts of editable charts, icons and graphs to design these impressive presentation slides. The content ready information transfer PPT visuals are fully editable. You can modify, color, text, and font size. It has relevant templates to cater to your business needs. Outline all the important concepts without any hassle. Furthermore, data migration strategy PPT slides are apt to present related concepts like data conversion, data curation, data preservation, system migration to name a few. Showcase varied ways of data transformation using this professionally designed information migration PPT visual.
Power BI Report Server Enterprise Architecture, Tools to Publish reports and ...Vishal Pawar
To improve the performance, sustainability, security and scalability of enterprise-grade Power BI implementations with constant velocity, we need to adhere best practices with sloid architecture.
In this session Vishal will go over Power BI Ecosystem with quick Example, Power BI report Server evolution from its inception till date with Architecture for Enterprise PBI RS and usage through various tool available to publish -SSDT SSRS, Power BI Desktop(Optimized Version), Report Builder and mobile report builder and various Best Practices for PBI Report Server.
This describes a conceptual model approach to designing an enterprise data fabric. This is the set of hardware and software infrastructure, tools and facilities to implement, administer, manage and operate data operations across the entire span of the data within the enterprise across all data activities including data acquisition, transformation, storage, distribution, integration, replication, availability, security, protection, disaster recovery, presentation, analytics, preservation, retention, backup, retrieval, archival, recall, deletion, monitoring, capacity planning across all data storage platforms enabling use by applications to meet the data needs of the enterprise.
The conceptual data fabric model represents a rich picture of the enterprise’s data context. It embodies an idealised and target data view.
Designing a data fabric enables the enterprise respond to and take advantage of key related data trends:
• Internal and External Digital Expectations
• Cloud Offerings and Services
• Data Regulations
• Analytics Capabilities
It enables the IT function demonstrate positive data leadership. It shows the IT function is able and willing to respond to business data needs. It allows the enterprise to meet data challenges
• More and more data of many different types
• Increasingly distributed platform landscape
• Compliance and regulation
• Newer data technologies
• Shadow IT where the IT function cannot deliver IT change and new data facilities quickly
It is concerned with the design an open and flexible data fabric that improves the responsiveness of the IT function and reduces shadow IT.
This document provides an introduction and user guide for Archi, an open source and cross-platform tool for creating ArchiMate models. Archi allows users to visually model enterprise architectures using the ArchiMate modeling language. The guide covers downloading and installing Archi, creating new models and elements, working with views and diagrams, and other basic functions for modeling with Archi.
Digital Business Transformation Ppt Summary StructureSlideTeam
Presenting this set of slides with name - Digital Business Transformation Ppt Summary Structure. This is a three stage process. The stages in this process are Understanding Customer Requirements, Digital Accessibility, Improved Business, Digital Globalization, Customer Satisfaction, Increased Roi. https://bit.ly/3hx4v4i
Interface Fact Sheets in LeanIX Enterprise Architecture ManagementLeanIX GmbH
Learn more about the new Interface Fact Sheet feature. LeanIX offers an innovative software-as-a-service solution for Enterprise Architecture Management (EAM), based either in a public cloud or the client’s data center.
Companies like Adidas, Axel Springer, Helvetia, RWE, Trusted Shops and Zalando use LeanIX Enterprise Architecture Management tool.
Free Trial: http://bit.ly/LeanIXFreeTrial
This document summarizes a presentation about observability using Splunk. It includes an agenda introducing observability and why Splunk for observability. It discusses the need for modernization initiatives in companies and the thousands of changes required. It presents that Splunk provides end-to-end visibility across metrics, traces and logs to detect, troubleshoot and optimize systems. It shares a customer case study of Accenture using Splunk observability in their hybrid cloud environment. Finally, it concludes that observability with Splunk can drive results like reduced downtime and faster innovation.
LoQutus: (Technical) Using LeanIX to fully exploit your Enterprise Architectu...LoQutus
LoQutus: (Technical) Using LeanIX to fully exploit your Enterprise Architecture information within your organisation: Reporting & integration capabilities with GraphQL.
Project teams often use shadow IT, instead of the much slower traditional IT, to facilitate rapidly changing complex business requirements and quick release cycles. As a result, an unmanaged, ungoverned set of IT solutions reside in enterprises that keeps CIOs awake at night. This presenation also explains how enterprises can leverage cloud-enabled ALM frameworks to build managed and governed empowered IT that enables quick release cycles and template-driven rapid development, empowering developers to develop, test, and release apps in a governed secured manner.
Gartner 2017 London: How to re-invent your IT Architecture?LeanIX GmbH
Slides of the Talk "LeanIX: IT Modernization in Action: How to Re-Invent Your IT Architecture?" at the Gartner Enterprise Architecture & Technology Innovation Summit in London by LeanIX Co-CEO André Christ
This document provides an overview of GraphQL basics and how to use it with LeanIX. It describes GraphQL as a query language for APIs that allows clients to request specific data fields and relationships from an application's data model in a single request. The document demonstrates how to access the integrated GraphQL IDE from a LeanIX workspace and compile queries step-by-step using autocomplete and documentation. It shows how GraphQL enables more efficient and flexible data retrieval compared to REST APIs.
Learn how to build advanced GraphQL queries, how to work with filters and patches and how to embed GraphQL in languages like Python and Java. These slides are the second set in our webinar series on GraphQL.
Emergent architecture- a casestudy TREDSSyed Rayhan
Not much has been shared and talked about on Architecture as practiced on Agile projects. In fact, there is a concern among organizations small and large in adopting Agile practices/process that they have to abandon architecture in favor of agility. However, from experts we hear about this "emerging design and architecture," but not much explained in a way that dispels the myth around architecture on Agile projects. I would like to show step by step how we have done it on a large government project. (includes workflow automation, transactions, and data warehousing solutions, as well as spans multiple legacy components, and multiple agencies).
The participants will be able understand how architecture evolves on Agile projects and how to manage/guide this evolution of architecture in a way to meet the goals of the project.
LeanIX & LoQutus: Next generation Enterprise Architecture ManagementLoQutus
This document provides an overview of LeanIX, an enterprise architecture solution. It discusses LeanIX's mission to help customers modernize IT, its global presence and growth. The document outlines LeanIX's product roadmap for 2019, which focuses on enabling next-generation IT capabilities like public cloud, microservices and Kubernetes through integrations and data models. It also highlights LeanIX's vision to expand the scope of supported enterprise architecture use cases. Case studies demonstrate how LeanIX has helped customers optimize applications portfolios and manage technology obsolescence.
Automation through APIs with the new UiPath Integration ServiceCristina Vidu
This session is for users that want to natively integrate via APIs to read or write data to core LOB systems using Integration Service as part of their overall automation strategy.
In this session you will hear from UiPath experts on:
How to use the Integration Service and where to apply it within your organization.
How to create a Connection with a Connector and using that Connection in Studio.
How Connections work and how they relate to the Connector Activity Packs for both design time and the Robot runtime.
This white paper discusses how the AltoWeb Visual e-Business Infrastructure provides a faster path to deploying J2EE applications. It does this through a single, integrated development and runtime platform that uses visual objects, pre-built components, and live data connections. This allows applications to be developed in days rather than months by hiding the complexity of the underlying technology from developers. The paper outlines the information logic, business logic, and presentation logic components that make up the AltoWeb framework and how they streamline the development process.
In this webinar, we talk with experts from Integration Developer News about the SnapLogic Elastic Integration Platform and adoption trends for iPaaS in the enterprise.
To learn more, visit: http://video.snaplogic.com/webinars/
InfoSphere BigInsights - Analytics power for Hadoop - field experienceWilfried Hoge
This document provides an overview and summary of InfoSphere BigInsights, an analytics platform for Hadoop. It discusses key features such as real-time analytics, storage integration, search, data exploration, predictive modeling, and application tooling. Case studies are presented on analyzing binary data and developing applications for transformation and analysis. Partnerships and certifications with other vendors are also mentioned. The document aims to demonstrate how BigInsights brings enterprise-grade features to Apache Hadoop and provides analytics capabilities for business users.
from shadow IT to empowered IT-asanka 2014 08-gartner catalystWSO2
Project teams often use shadow IT, instead of the more slower moving traditional IT, to facilitate rapidly changing complex business requirements and quick release cycles. As a result an unmanaged, ungoverned set of IT solutions reside in enterprises without ownership. The risks of shadow IT keeps the CIO awake at night: business continuity to data protection to unmanaged costs are just a few of these risks. At the same time, the smart CIO knows not to wage war against shadow IT because that’s what keeps the business innovating rapidly.
In this session Asanka Abeysinghe, VP of Solutions Architecture at WSO2, will present how enterprises can leverage cloud enabled ALM frameworks to build managed and governed empowered IT. Topics to be discussed include, managing quick release cycles, template driven rapid development, empowering developers to develop, test and release apps in a governed secured manner, and providing internal business capabilities as APIs for application development. In addition Asanka will explain how innovative WSO2 clients are already gaining startup speed, reducing project risk, and enabling new business models by adopting WSO2 DevOps PaaS solutions
From Shadow IT to Empowered IT: Unshackling Your Developers’ Creativity!WSO2
To view recording of this webinar please use the below URL:
http://wso2.com/library/webinars/2015/05/from-shadow-it-to-empowered-it-unshackling-your-developers-creativity/
Here's the deck we used for our Series-A round. We raised $26M led by Benchmark, 2 months after our Seed round with Accel.
Even though we didn't necessarily show the appendix slides, we sent them along with the rest of the deck.
See https://airbyte.io
LeanIX Virtual Workspaces make it possible for enterprises to operate across a shared IT inventory while setting specific access rights to protect confidential data or reducing the complexity of a workspace for certain business units.
Check out our overview where we cover best practices, tips and tricks for Virtual Workspaces use cases.
How to reduce complexity by segregating your data with Virtual WorkspacesLeanIX GmbH
LeanIX Virtual Workspaces make it possible for enterprises to operate across a shared IT inventory while setting specific access rights to protect confidential data or reducing the complexity of a workspace for certain business units. LeanIX admins now have the ability to decide which users can access Fact Sheets and to segment their workspaces according to e.g. enterprise brands or business units—all while e.g. keeping a common Business Capability model intact. The new feature is based on a flexible concept using Access Control Entities (ACEs) and Access Control Lists, and a group-view is available built-in to allow for centralized analyses.
Gartner EA: The Rise of Data-driven ArchitecturesLeanIX GmbH
This document discusses the rise of data-driven architectures and the need for enterprise architecture (EA) tools to shift their focus from models to delivering actionable insights from data. It notes that most EA survey respondents felt current tools focus too much on drawings and not enough on useful answers. The document outlines how a data-driven EA can provide business value through faster decision making and addresses challenges around complexity, speed and data integration. It advocates that EA tools prioritize democratization, integration and accelerating decisions. The document also discusses trends around cloud infrastructure and the need for tools to help analyze multi-cloud environments and design cloud governance.
Application Harmonisation using Design Principles in LeanIXLeanIX GmbH
Rainer Bartsch, Senior Enterprise Architect at RWE/Innogy give insights into Application Harmonization at EA Connect Days 2018 in Bonn: The Energy Trading business has been changing from high to low margins, from long running contracts to highly volatile (intraday) markets, from a few big players to many smaller market participants and to a business model that requires us to approach new markets and opportunities around the globe.
Such constant business change, over time, results in a quite diverse IT landscape using all kinds of technologies and a hell of a lot of people to keep it running. This obviously is adverse business change but what can I do to harmonise my IT environment or prevent to get into such a situation? For sure, it doesn’t happen by accident or just by having a bunch of good developers, a set of architecture guidelines and tools!
Bartsch demonstrated RWE's approach to application harmonisation based on a business & IT commitment to deliver IT solutions against a set of 10 Design Principles. This includes LeanIX as our application inventory and two different examples on how to cover Design Principles, first as Custom Tags and second as Custom Fact Sheets.
Effective EAM: whet your appetite & deliver solutionsLeanIX GmbH
Peter Tubak, IT Architect at Messe München and Inge Hanschke, General Manager at Lean42 explored in this presentation held at EA Connect Days 2018 in Bonn how to overcome hurdles during the initial introduction of Enterprise Architecture Management at Messe München.
Lean EAM with the Microservices Add-on and the Signavio IntegrationLeanIX GmbH
The presentation discusses Hermes Group's implementation of a lean enterprise architecture management (EAM) approach using the LeanIX tool. It highlights the need for a holistic overview of Hermes' complex application landscape to increase transparency. The LeanIX integration provides a single point of truth for application data and connects to other tools used by developers, process modelers, and occasional users for documentation. Lessons learned include the importance of cross-team collaboration, flexible integration, and establishing EAM as a central data source.
At EA Connect Days 2018 in Bonn, LeanIX CEO André Christ talked about his vision for the future of Enterprise Architecture new features and the roadmap for LeanIX.
Application Rationalization with LeanIXLeanIX GmbH
In this presentation from EA Connect Days 2018 in Bonn you learn about the benefits of Application Rationalization and how to optimize your Application Portfolio with LeanIX.
In this presentation from EA Connect Days 2018 in Bonn you will find out how to import and export your Enterprise Architecture data to and from the LeanIX Inventory.
In this presentation from EA Connect Days 2018 in Bonn the LeanIX Microservices Integration is examined. Find out what the benefits are and how to set it up.
This document discusses how Leanix can help organizations ensure compliance with the General Data Protection Regulation (GDPR). It provides an overview of Leanix's capabilities for modeling and capturing GDPR-related data at the application level, including new sections on applications fact sheets to document processing reasons and legal basis. It also describes how Leanix allows linking applications to related data objects, IT components, interfaces and documents. Surveys and views allow gathering additional details and providing reports to answer audit requests. The key benefits are an easily adaptable data model, engaging new stakeholders, and ad-hoc views and reports.
How to set up a Lean Standards GovernanceLeanIX GmbH
Presentation from EA Connect Days 2018 in Bonn. Learn how to set up a lean standards governance with the help of an Enterprise Architecture tool incorporating surveys, relevant reports and an integration with Technopedia.
Presentation by Thomas Schreiner, Senior Manager Enterprise Architecture Management at Fresenius at EA Connect Days 2018 in Bonn: Managing an Enterprise Architecture function with thousands of applications requires high operational efficiency, supported by a strong tool. To get the most out of LeanIX, Fresenius has built an extensive set of add-ons and enhancements, some of were presented in this talk. This includes:
- A news feed application
- Custom notifications
- Excel integration via Get & Transform, formerly “Power Query”
- Automated daily snapshots and survey downloads
- Ruby interface to navigate and operate on the full LeanIX meta model
Moving EA - from where we are to where we should beLeanIX GmbH
Presentation held by Dr. Stefan Zerbe, ITM at EA Connect Days 2018 in Bonn. While EA (enterprise architecture) is a well-known discipline many business organizations struggle with maturity of their corporate EA practice. But even companies that stopped EA activities in recent years now relaunch EA, in order to tackle challenges resulting from digital transformation, regulatory pressure and increasing IT complexity. This presentation builds on lessons learned from companies working with EA and refocuses the EA value proposition in order to meet business expectations. It highlights the importance to extent EA thinking to business units and explains collaboration modelsto engage both, business and IT architecture specialists as well as managers, in joint architecture activities based on a real project example. From a business-oriented perspective on EA, the presentation picks up the discussion regarding a new agile mindset for EA architects and presents new ideas for tool sets to support EA work in corporations.
Is next generation EAM more than just agile IT planning?LeanIX GmbH
The document discusses the need for next generation enterprise architecture management (NGEAM) to address changes brought about by digital transformation. NGEAM requires shifting to a distributed architecture model with empowered architects collaborating throughout the organization. It also requires adopting agile development methods and scalable tools to facilitate collaboration. Architects' roles need to evolve from planning to facilitating digital platforms and ecosystems. Guiding principles for NGEAM include having architecture be collaborative, distributed, and empower architects within their domains.
Beyond CIO - Will there still be Architecture Management in 2025LeanIX GmbH
Ralf Schneider from Detecon explored the future of the CIO at EA Connect Days 2018 in Bonn. CIOs have to manage two main challenges: Cost/efficiency vs innovation/agility. His hypothesis is that operational IT skills will be increasingly less important while the skills to orchestrate the eco system.
During EA Connect Days 2018 in Bonn, Entrepreneur and author Peter Hinssen shared his observations on the changing technologies. What are the consequences for organizations of today? Peter introduces those pioneers who managed to move (way) beyond Tomorrow-thinking in innovation and were able to change the course of entire industries.
The state of SAP S/4HANA Transformation seen from an Enterprise Architecture ...LeanIX GmbH
Based on a study conducted by PwC and LeanIX on the state of SAP S/4HANA transformation, Oliver Klein, Director Technology Consulting at PwC and André Christ, CEO at LeanIX discussed the findings during EA Connect Days 2018 in Bonn.
What is Model Context Protocol(MCP) - The new technology for communication bw...Vishnu Singh Chundawat
The MCP (Model Context Protocol) is a framework designed to manage context and interaction within complex systems. This SlideShare presentation will provide a detailed overview of the MCP Model, its applications, and how it plays a crucial role in improving communication and decision-making in distributed systems. We will explore the key concepts behind the protocol, including the importance of context, data management, and how this model enhances system adaptability and responsiveness. Ideal for software developers, system architects, and IT professionals, this presentation will offer valuable insights into how the MCP Model can streamline workflows, improve efficiency, and create more intuitive systems for a wide range of use cases.
Semantic Cultivators : The Critical Future Role to Enable AIartmondano
By 2026, AI agents will consume 10x more enterprise data than humans, but with none of the contextual understanding that prevents catastrophic misinterpretations.
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.
TrustArc Webinar: Consumer Expectations vs Corporate Realities on Data Broker...TrustArc
Most consumers believe they’re making informed decisions about their personal data—adjusting privacy settings, blocking trackers, and opting out where they can. However, our new research reveals that while awareness is high, taking meaningful action is still lacking. On the corporate side, many organizations report strong policies for managing third-party data and consumer consent yet fall short when it comes to consistency, accountability and transparency.
This session will explore the research findings from TrustArc’s Privacy Pulse Survey, examining consumer attitudes toward personal data collection and practical suggestions for corporate practices around purchasing third-party data.
Attendees will learn:
- Consumer awareness around data brokers and what consumers are doing to limit data collection
- How businesses assess third-party vendors and their consent management operations
- Where business preparedness needs improvement
- What these trends mean for the future of privacy governance and public trust
This discussion is essential for privacy, risk, and compliance professionals who want to ground their strategies in current data and prepare for what’s next in the privacy landscape.
Artificial Intelligence is providing benefits in many areas of work within the heritage sector, from image analysis, to ideas generation, and new research tools. However, it is more critical than ever for people, with analogue intelligence, to ensure the integrity and ethical use of AI. Including real people can improve the use of AI by identifying potential biases, cross-checking results, refining workflows, and providing contextual relevance to AI-driven results.
News about the impact of AI often paints a rosy picture. In practice, there are many potential pitfalls. This presentation discusses these issues and looks at the role of analogue intelligence and analogue interfaces in providing the best results to our audiences. How do we deal with factually incorrect results? How do we get content generated that better reflects the diversity of our communities? What roles are there for physical, in-person experiences in the digital world?
Generative Artificial Intelligence (GenAI) in BusinessDr. Tathagat Varma
My talk for the Indian School of Business (ISB) Emerging Leaders Program Cohort 9. In this talk, I discussed key issues around adoption of GenAI in business - benefits, opportunities and limitations. I also discussed how my research on Theory of Cognitive Chasms helps address some of these issues
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
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.
Special Meetup Edition - TDX Bengaluru Meetup #52.pptxshyamraj55
We’re bringing the TDX energy to our community with 2 power-packed sessions:
🛠️ Workshop: MuleSoft for Agentforce
Explore the new version of our hands-on workshop featuring the latest Topic Center and API Catalog updates.
📄 Talk: Power Up Document Processing
Dive into smart automation with MuleSoft IDP, NLP, and Einstein AI for intelligent document workflows.
Enhancing ICU Intelligence: How Our Functional Testing Enabled a Healthcare I...Impelsys Inc.
Impelsys provided a robust testing solution, leveraging a risk-based and requirement-mapped approach to validate ICU Connect and CritiXpert. A well-defined test suite was developed to assess data communication, clinical data collection, transformation, and visualization across integrated devices.
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/.
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.
3. Custom Reports & Integrations with GraphQL
3
What you will
learn
How to leverage LeanIX as a platform
How to use GraphQL directly from the tool
How to get started with Custom Reports
4. Motivation: The way to embed LeanIX is evolving (1/3) -
Single Source Of Truth
4
Data input
Upload
Web UI
Survey
Data usage
Download
Web UI
Mobile App
Single
source of
truth
5. Motivation: The way to embed LeanIX is evolving (2/3) -
Out-of-the-box Integrations
5
Data input
Upload
Web UI
Survey
Data usage
Download
Web UI
Mobile App
ITSM
BPM
Vendor Lifecycles
Metrics
BPM
ITSM
Single
source of
truth
Out-of-
the-box
inte-
grations
6. Motivation: The way to embed LeanIX is evolving (3/3) -
Integrated Information Hub
6
Data input
Upload
Web UI
Survey
Data usage
Download
Web UI
Mobile App
ITSM
BPM
Vendor Lifecycles
Metrics
BPM
ITSM
Universe of
modern IT
management
tools
Universe of
modern
reporting
solutions
Single
source of
truth
Out-of-
the-box
inte-
grations
Integrated
information
hub
7. Three reasons to learn more about GraphQL
7
Create custom
integrations
Create custom reports
Conduct ad-hoc
analyses
• For Data Input, e.g. to your BPM, ITSM or monitoring tool
• For Data Usage, e.g. to your Self-Service BI tool
A
B
C
• Enhance the out-of-the-box LeanIX reports by powerful,
individual visualizations based on libraries like d3.js
• Get data out of LeanIX in a few seconds
• Leverage the underlying Graph structure to conduct complex
analyses
8. Six selected Case Studies
8
Data input Data usage
Pharma: Upload
project data from
HP PPM to LeanIX to
relate architecture
planning to execution
Energy: Integrate
ARIS BPM with LeanIX to
relate application to
business processes
Retail: Upload
microservice details to
deploy time from AWS
framework into LeanIX
Pharma: Make
LeanIX data available to
everyone with Microsoft
Power BI
Telco: Visualize and
measure the effects of
Application
Rationalization via
custom reports
Banking: Quantify
the reduction of IT
complexity via ad-hoc
GraphQL analyses
9. What’s wrong with REST (1/2) –
Performance and Usability Limits
9
/applications /capabilities
GET GET
Display interactive reports very fast Many requests & unnecessary network load
10. What’s wrong with REST (2/2) –
Missing Support of customizable Data Model
10
Interface
Application
Provider
IT
Component
Project
User
Group
Data
Object
Tech.
Stack
Business
Capability
Process
Allow full customization of data model Uncomfortable generic access to data
/factSheets
/factSheets/<ID>/attributes
GET
GET
/factSheets/<ID>/relationsGET
16. 16
Embed GraphQL into Python – Set all quality seals (2/2)
More open examples are available at https://github.com/leanix-public/scripts
17. The LeanIX Store leverages our Custom Report framework
which have already matured over the last 18 months
17
Custom Reports based on LeanIX framework
• Embed into menu
• Access to filters & save as bookmark
• Apply views
• Show as table & export
• Open Fact Sheets
1
2
3
4
1
2
3 4
Custom
Report
5
5
à https://github.com/leanix/leanix-reporting-cli
Command Line Tool (CLI) & Library for JavaScript
https://d3js.org/• D3.js
• Highcharts https://www.highcharts.com
Example Libraries for Visualization
• Creates example project to start with
• Supports plain JavaScript or TypeScript
• Allows usage of frameworks Angular or ReactJS
21. Upload the report into the LeanIX store and make it available
in your (or more) workspaces
21
22. It doesn‘t have to be GraphQL – we also offer Webhooks to
create event-based integrations and analytics
22Learn more at https://dev.leanix.net/docs/webhooks
23. 23
Key Take Aways
Don‘t be afraid to use
GraphQL directly
from the UI
APIs and Custom Reports
make it easy to turn
LeanIX into a platform
We have a growing
partner network that
helps you to get started
https://dev.leanix.net/docs/graphql-in-10-minutes
https://github.com/leanix-public