On-Demand Webinar slides
API data integration is a key part of modern data pipelines. Watch our webinar and find out how CloverDX can help integrate applications' data with your ETL pipelines and create an API-driven development environment.
Watch the full webinar here: https://www.cloverdx.com/gc/lp/webinar/how-to-publish-data-and-transformations-over-api-with-cloverdx-data-services
Coldfusion and Alfresco, does it work? Well it does, as easy as everything else in Coldfusion :)
What is Alfresco? Why would you want to use Alfresco and Coldfusion together?
Explore the different ways to create interfaces between them!
(The demo application is available on www.basinglag.com)
Building REST Web Services With Spring Boot | Microservices Architecture Trai...Edureka!
( Microservices Architecture Training: https://www.edureka.co/microservices-architecture-training )
This Edureka's tutorial will help you understand how to implement REST Web Services With Spring Boot.
An introduction to RESTful Web API design, including HTTP request and response messaging and how they are used in the context of interaction between web or mobile apps and web services.
Enterprise Content Management Migration Best Practices Feat Migrations From...Alfresco Software
www.alfresco.com/about/events/ondemand (for full webinar)
Technology Services Group (TSG) discusses a recent project showcasing a migration effort from SharePoint 2003 to Alfresco.
TSG has extensive content migration experience and is able to understand and meet complex migration requirements by leveraging their OpenSource migration framework, OpenMigrate.
This webinar will include various Alfresco migration success stories (like Documentum to Alfresco)...
as well as an architectural overview of their open source migration tool - OpenMigrate.
Service Oriented Architecture (SOA) is an architectural style for creating and using business processes, packaged as services, throughout their lifecycle. This short presentation looks at how SOA fits in the world of IBM System i (AS/400, iSeries, IBM i) and how using the LANSA toolset and set you on the right path.
The Story of How an Oracle Classic Stronghold successfully embraced SOA (ODTU...Lucas Jellema
The organization had been using Oracle RDBMS, Oracle Designer & Forms and even an Oracle EBS module for many years. On the side it had been running several open source J2EE web applications. Facing several new challenges, it took the plunge into SOA - the technology and the architectural principle.
This presentation tells their story.
It started with the business need of opening up the core application to several external business partners. A programmatic interface was required for submitting expense reports - in the thousands - for one business partner, who also wanted to be able to ask for the status for each one those reports.
Another external entity needed the ability to learn about relevant changes in product and pricing data through an API.
We will discuss how SOA principles were used to design the application architecture. And how the Oracle 10g SOA Suite - specifically ESB and BPEL PM - were used to implement the requirements. We go into the choices the organization had to make, the challenges they had to overcome, the skills they had to acquire and the results they achieved.
After this first stage came the next set of business requirements needed tackling. And now the first benefits could be reaped. Following the guidelines established in their first close encounter with SOA, this organization achieved the first reuse of services, could rapidly decide on the application architecture for the ADF 11g Internet Application that needed to be created and further expanded their still little SOA universe. The initial experience now enabled them to decide on whether and how to service enable specific functionality required for the web application - how to use ESB and BPEL, for example and when to use application specific database APIs rather than SOA Web Services.
This stage also taught them the necessity of Governance - what are naming conventions for elements in Schema Definitions and Services, who owns a service, what’s the required availability and how is that achieved, what are the SLAs (Service Level Agreements) around the service, how can the service be evolved with respect to new or changing needs.
The presentation will tell the story of the two stages and how the organization went about them. It will show some small demos to illustrate what was done. It will share some conclusions as to what works and what does not. Finally it briefly discusses the future plans for this organization with regard to SOA.
The presentation is for an audience that probably (though not necessarily) has a classic Oracle background and either is in the process of taking its first steps in the SOA arena or considers moving their. It should help make that process more tangible and hopefully realistic and desirable.
Summary:
The organization had been using Oracle RDBMS, Oracle Designer & Forms and even an Oracle EBS module for many years. Facing several new challenges, it took the plunge into SOA - the technology and the architectural principle. This presentation tells their story. Of getting started with BPEL and ESB, with Governance and Security (OWSM) and of applying SOA principles. And of the second phase where reuse and agility started to occur.
Coldfusion and Alfresco, does it work? Well it does, as easy as everything else in Coldfusion :)
What is Alfresco? Why would you want to use Alfresco and Coldfusion together?
Explore the different ways to create interfaces between them!
(The demo application is available on www.basinglag.com)
Building REST Web Services With Spring Boot | Microservices Architecture Trai...Edureka!
( Microservices Architecture Training: https://www.edureka.co/microservices-architecture-training )
This Edureka's tutorial will help you understand how to implement REST Web Services With Spring Boot.
An introduction to RESTful Web API design, including HTTP request and response messaging and how they are used in the context of interaction between web or mobile apps and web services.
Enterprise Content Management Migration Best Practices Feat Migrations From...Alfresco Software
www.alfresco.com/about/events/ondemand (for full webinar)
Technology Services Group (TSG) discusses a recent project showcasing a migration effort from SharePoint 2003 to Alfresco.
TSG has extensive content migration experience and is able to understand and meet complex migration requirements by leveraging their OpenSource migration framework, OpenMigrate.
This webinar will include various Alfresco migration success stories (like Documentum to Alfresco)...
as well as an architectural overview of their open source migration tool - OpenMigrate.
Service Oriented Architecture (SOA) is an architectural style for creating and using business processes, packaged as services, throughout their lifecycle. This short presentation looks at how SOA fits in the world of IBM System i (AS/400, iSeries, IBM i) and how using the LANSA toolset and set you on the right path.
The Story of How an Oracle Classic Stronghold successfully embraced SOA (ODTU...Lucas Jellema
The organization had been using Oracle RDBMS, Oracle Designer & Forms and even an Oracle EBS module for many years. On the side it had been running several open source J2EE web applications. Facing several new challenges, it took the plunge into SOA - the technology and the architectural principle.
This presentation tells their story.
It started with the business need of opening up the core application to several external business partners. A programmatic interface was required for submitting expense reports - in the thousands - for one business partner, who also wanted to be able to ask for the status for each one those reports.
Another external entity needed the ability to learn about relevant changes in product and pricing data through an API.
We will discuss how SOA principles were used to design the application architecture. And how the Oracle 10g SOA Suite - specifically ESB and BPEL PM - were used to implement the requirements. We go into the choices the organization had to make, the challenges they had to overcome, the skills they had to acquire and the results they achieved.
After this first stage came the next set of business requirements needed tackling. And now the first benefits could be reaped. Following the guidelines established in their first close encounter with SOA, this organization achieved the first reuse of services, could rapidly decide on the application architecture for the ADF 11g Internet Application that needed to be created and further expanded their still little SOA universe. The initial experience now enabled them to decide on whether and how to service enable specific functionality required for the web application - how to use ESB and BPEL, for example and when to use application specific database APIs rather than SOA Web Services.
This stage also taught them the necessity of Governance - what are naming conventions for elements in Schema Definitions and Services, who owns a service, what’s the required availability and how is that achieved, what are the SLAs (Service Level Agreements) around the service, how can the service be evolved with respect to new or changing needs.
The presentation will tell the story of the two stages and how the organization went about them. It will show some small demos to illustrate what was done. It will share some conclusions as to what works and what does not. Finally it briefly discusses the future plans for this organization with regard to SOA.
The presentation is for an audience that probably (though not necessarily) has a classic Oracle background and either is in the process of taking its first steps in the SOA arena or considers moving their. It should help make that process more tangible and hopefully realistic and desirable.
Summary:
The organization had been using Oracle RDBMS, Oracle Designer & Forms and even an Oracle EBS module for many years. Facing several new challenges, it took the plunge into SOA - the technology and the architectural principle. This presentation tells their story. Of getting started with BPEL and ESB, with Governance and Security (OWSM) and of applying SOA principles. And of the second phase where reuse and agility started to occur.
We provide best Oracle SOA 12c developer online training by our Highly Professional Certified trainers, they will discuss about your project requirements.
@http://www.trainmiddleware.com/course/oracle-soa-online-training/
Data architecture principles to accelerate your data strategyCloverDX
What are the data architecture principles you should be applying to your project design to ensure a successful outcome?
In this session (see link to full webinar at the bottom) we're walking through some of the basic elements of data architecture and some of the common patterns we’ve seen in projects. And we’ll show you how you can make your projects easier to maintain and improve as your data needs evolve.
Some of the key principles include:
Data validation at the point of data entry – how to ensure your projects aren’t derailed by bad data
Consistency – how and why you should be documenting your architecture and development practices
Avoiding duplication – how you should be thinking about reusing code to improve project maintainability
Watch the full webinar at https://www.cloverdx.com/webinars/data-architecture-principles-to-accelerate-data-strategy
Characteristics of modern data architecture that drive innovationCloverDX
Is your data architecture set up to enable you to stay ahead in a competitive market?
Being able to innovate starts with getting reliable data, quickly, to the right people. And that starts with the foundations of your data architecture.
In this webinar we are going through the characteristics common to modern data architectures, and show you how you can improve your architecture to help your organization move fast:
What are the characteristics of architecture that helps drive innovation?
Can you have a modern data architecture even without cloud?
Is it possible to build a modern data architecture while keeping costs under control?
And we'll also show you some tips, including:
Building your workflows in a way that makes them easier to scale
Tips for improving data quality
How to increase reliability of, and trust in, your data workflows
Watch the full webinar at https://www.cloverdx.com/webinars/characteristics-of-modern-data-architecture-that-drive-innovation
How to build an automated customer data onboarding pipelineCloverDX
Writing code and using up engineering resources to onboard new customers and their data is time-consuming and costly.
By using the automation and productivity features of CloverDX, your company can onboard more customers and drive business growth without the engineering team being a bottleneck.
Watch this webinar (link at the bottom) to see:
A case study where an engineering team stopped being the bottleneck of company’s ability to onboard a larger number of customers, thanks to CloverDX
How automation can greatly speed up customer data onboarding, and turn significant parts of the workload into single click actions
What a well-designed data onboarding pipeline looks like in CloverDX
Watch a full webinar here: https://www.cloverdx.com/webinars/how-to-build-an-automated-customer-onboarding-pipeline
Automating Data Pipelines: Moving away from Scripts and ExcelCloverDX
Properly automating your data pipelines, in a robust, scalable way, can eliminate these risks and save a significant amount of time.
See how data integration tools like CloverDX can help you:
Save time writing data manipulations scripts by switching to visual representation of data flows
Handle a growing complexity of data transformation and movement scenarios with integrated jobflow management and business process monitoring
Handle potentially hundreds of data feeds in a manageable manner by easily adopting templates and pre-made components
Ability to define data targets in CloverDX Data Catalog and Wrangler to allow you to connect and write your data to any system.
New mapping mode in Wrangler will help you transform incoming data into the required layout.
Integrate your Wrangler transformations into Designer-built processes ensuring that your domain experts/business users can effectively collaborate with your data engineering team.
New validation steps in CloverDX Wrangler will help you quickly validate your data and increase confidence in your results.
New Snowflake and Google BigQuery connectors in CloverDX Marketplace. Snowflake connector allows you to write to Snowflake from your Wrangler jobs while BigQuery is designed for high-performance writes from your graphs.
Other features, including:
Health check job for your libraries to allow you to monitor connectivity to your sources and targets
Support for CloverDX Server deployments on Java 17 for increased performance and security
Platform updates and security fixes
Usability improvements
How to Effectively Migrate Data From Legacy AppsCloverDX
** Watch the webinar to accompany these slides: https://www.cloverdx.com/webinars/how-to-effectively-migrate-data-from-legacy-system **
TIPS FOR PLANNING A DATA MIGRATION
Old HCM, ERP or CRM systems are often business critical since they are ingrained into many processes within a company. But their age often means that the knowledge about how they work is mostly lost and it can be daunting to replace them with something newer and more streamlined.
We'll show you some tips and best practices to help you migrate from a legacy system in a stress-free way.
More CloverDX webinars: https://www.cloverdx.com/webinars
Twitter: https://twitter.com/cloverdx
LinkedIn: https://www.linkedin.com/company/cloverdx/
Get a free 45 day trial of the CloverDX Data Management Platform: https://www.cloverdx.com/trial-platform
** Watch the video to accompany these slides: https://www.cloverdx.com/webinars/deploying-etl-into-cloud **
Cloud data pipelines are very different to traditional on-prem ETL processes. Let’s dive deeper into the architectural patterns (and antipatterns) of cloud when it comes to setting up data processes. We’ll look at the technical considerations and some caveats you might encounter when building in cloud.
Watch and learn about:
- What it takes to set up a production data pipeline starting from zero – the cloud components to use and why (using an example in AWS)
- We’ll show and explain an example architecture of a data pipeline in the cloud
- Estimating costs and how to avoid overruns
More CloverDX webinars: https://www.cloverdx.com/webinars
Twitter: https://twitter.com/cloverdx
LinkedIn: https://www.linkedin.com/company/clov...
Get a free 45 day trial of the CloverDX Data Management Platform: https://www.cloverdx.com/trial-platform
Moving Legacy Apps to Cloud: How to Avoid RiskCloverDX
** Watch the video to accompany these slides: https://www.cloverdx.com/webinars/avoiding-risk-when-moving-legacy-apps-to-cloud **
Legacy systems can be critical to business success, but because they're frequently old, they often don't work well in the modern world and lag behind in features and convenience.
Migrating to a more modern system is often viewed as risky and expensive.
But it doesn't have to be.
Watch this video to discover:
- Why would you want to migrate your legacy application to the cloud
- Common migration approaches
- Ways to make the migration faster and painless
- How to minimize risk during the migration process
More CloverDX webinars: https://www.cloverdx.com/webinars
Twitter: https://twitter.com/cloverdx
LinkedIn: https://www.linkedin.com/company/cloverdx/
Get a free 45 day trial of the CloverDX Data Management Platform: https://www.cloverdx.com/trial-platform
** Watch the video to accompany these slides: https://www.cloverdx.com/webinars/starting-your-modern-dataops-journey **
- What is "Data Ops" and why should you consider it?
- How to begin your transition to a DevOps and DataOps-style of work
- How agile methodologies, version control, continuous integration or 'infrastructure as code' can improve the effectivity of your teams
- How you can use technology like CloverDX to start with DataOps
Discover how to make your development and data analytics processes more efficient and effective by shifting to a Dev/DataOps approach.
More CloverDX webinars: https://www.cloverdx.com/webinars
Twitter: https://twitter.com/cloverdx
LinkedIn: https://www.linkedin.com/company/cloverdx/
Get a free 45 day trial of the CloverDX Data Management Platform: https://www.cloverdx.com/trial-platform
CloverDX for IBM Infosphere MDM (for 11.4 and later)CloverDX
For users of IBM Infosphere MDM product, the data transformation/loading component (CloverETL) has been removed as of version 11.4. However, if you wish to continue using the product, you can obtain a free complimentary license for CloverDX (new brand name for CloverETL) by contacting IBM support.
Modern management of data pipelines made easierCloverDX
From data discovery, classification and cataloging to governance, anonymization and better management of data over its lifetime.
- How to make data discovery and classification easier and faster at scale with smart algorithms
- Best practices for standardization of data structures and semantics across organizations
- What’s driving the paradigm shift from development to declaration of data pipelines
- How to meet regulatory and audit requirements more easily with better transparency of data processes
You might think you know what’s in your data, but at enterprise scale, it’s almost impossible. Just because you have a column called ‘last name’, that’s not necessarily what it contains.
Automating data discovery by using data matching algorithms to identify and classify all your data – wherever it sits – can make the process vastly more efficient, as well as helping identify all the PII (Personally Identifiable Information) across your organization.
These slides originally accompanied a webinar that described some ways in which you can better manage modern data pipelines. You can watch the full video here: https://www.cloverdx.com/webinars/modern-management-of-data-pipelines-made-easier
A bird's eye view of the potential dangers data represents to organizations.
GDPR, CCPA, HIPAA and many other regulations and policies force us to take data, its lifecycle and the ways we treat it more seriously than ever before.
We take a look at the dangers data can present, and show you how you can still get value from your data, without putting your organization at risk.
Visit this link to watch the full video of this webinar: https://www.cloverdx.com/webinars/removing-danger-from-data
Data Anonymization For Better Software TestingCloverDX
If you're working to a continuous delivery schedule, you need robust testing in place in to avoid embarrassing problems after going live.
Watch the webinar now and learn:
How to test on production data without breaking compliance
Why generated (synthesized) data doesn't cut it
The benefits of data anonymization you might not know
Watch the webinar in full here: https://www.cloverdx.com/gc/lp/webinar/data-anonymization-improve-release-quality
Moving "Something Simple" To The Cloud - What It Really TakesCloverDX
On-Demand Webinar slides
We'll examine the difference between deploying on-premise, the "VM way" and the fully-cloud way. Take a behind-the-scenes look at a real-life case, where a requirement from several business units triggered a hasty implementation at first, then raised some fundamental questions, and eventually lead to a cascade of decisions and an AWS cloud solution that works (but no one anticipated).
Watch the webinar here: https://www.cloverdx.com/gc/lp/webinar/moving-something-simple-to-cloud-from-on-premise
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Show drafts
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
How to publish data and transformations over APIs with CloverDX Data Services
1. How to publish data and
transformations over API
with CloverDX
Tech Demo: CloverDX Data Services
Calvin Cortez
2. Exposed Protocols and routines that allow us to interact with and utilize systems’
functionality
Makes it easier to share application functionality either with your team or the world
Client → Server model
SOAP, REST and more
Application Programming Interface (API)
3. Our applications can now effectively communicate with each other while also
maintaining effective modularization of their functions.
Common API type is REST API that uses HTTP transport and JSON documents
Other APIs possible as well – different protocols and different data formats (XML, CSV, …)
We need a way to effectively pass incongruent data between systems
APIs in a Data Driven world
7. Scripting
Time consuming development process and prone to human error
Databases exposed as API Frameworks
Don't provide data wrangling capabilities (limits how we can effectively use our data)
Both of these approaches become incredibly difficult to manage when we try to apply
them to enterprise level data ecosystems
Options for achieving API goals
8. Visual design for fast development
Wrap your business logic in an API
Reuse the logic from your pipeline and publish as an API
Event-driven data processing pipeline – call your functions whenever needed
Full transformation capabilities for API development
Data Services