The installed base of IOT products is growing exponentially along with its economic impact. Innovators are seeking a new generation of technology solutions that will help them create, operate and maintain smart connected products. It is a system of systems world that is complex, heterogeneous with a mix of incompatible, non-standard, multi-vendor, smart & not-so smart, connected and not-connected products that generate incredible amounts of data to be analyzed for insight and value. In this presentation, Jayraj Nair, AVP and Head of IoT, Infosys Engineering Services will share his experience’s building real world IOT solutions, innovative ways in which a system integrator can enable the integration between the physical and digital worlds and accelerate the adoption of Internet of Things.
DevOps: A Culture Transformation, More than TechnologyCA Technologies
DevOps is not a new technology or a product. It's an approach or culture of SW development that seeks stability and performance at the same time that it speeds software deliveries to the business. We will discuss this cultural shift where development teams have to accept the feedback of operations teams and the operations team should be ready to accept frequent updates to the SW that it's running.
To learn more about DevOps solutions from CA Technologies, please visit: http://bit.ly/1wbjjqX
There are options beyond a straight forward lift and shift into Azure IaaS. What are your options? Learn how Azure helps modernize applications faster with containers and how you can use serverless to add additional functionality while keeping your production codebase 'clean'. We'll also learn how to incorporate DevOps throughout your apps lifecycle and take advantage of data-driven intelligence. Demo intensive session integrating the likes of Service Fabric, AKS VSTS and more.
Mindtree provides cloud services to help believe that digital transformation of healthcare is only possible by embracing & adopting the cloud. Click her to know more.
Like any major transformation project, the migration to Cloud requires a compelling business case to justify the move. In this session, we: cover the fundamental commercial levers that AWS provides its customers; work through a framework to help identify the possible benefits of moving to cloud; and, outline the steps required to create a Cloud business case.
Cloud Migration: Cloud Readiness Assessment Case StudyCAST
Learn more about Cloud Migration: https://www.castsoftware.com/use-cases/cloud-readiness-and-migration
Review this case study of a CIO migrating applications to Microsoft Azure to see how a cloud readiness assessment help to identify obstacles preventing the organization from moving faster to Azure. Learn how to gain quick visibility through an objective assessment of your core application's cloud readiness, before you plan your cloud migration.
Learn more about Cloud Migration: https://www.castsoftware.com/use-cases/cloud-readiness-and-migration
Cloud Migration is more than simple a business efficiency or a cost saving measure. It's a critical step towards digital transformation, innovation, and operational resilience that has opened up opportunities for those who've embraced cloud adoption. Whether you are looking to embark on your cloud migration or scaling the number of applications you're moving to the cloud, it does not need to be a daunting task or one that you go at alone. AWS offers 10 years of experience helping businesses to efficiently move their legacy on-premises systems to the cloud. We work closely alongside numerous local delivery partners to help you meet your business needs. Our Cloud Migration Insights Forum helps you to learn how to simply your cloud journey with AWS. This was presented in Australia and has examples specific to the Australian market.
DevOps: A Culture Transformation, More than TechnologyCA Technologies
DevOps is not a new technology or a product. It's an approach or culture of SW development that seeks stability and performance at the same time that it speeds software deliveries to the business. We will discuss this cultural shift where development teams have to accept the feedback of operations teams and the operations team should be ready to accept frequent updates to the SW that it's running.
To learn more about DevOps solutions from CA Technologies, please visit: http://bit.ly/1wbjjqX
There are options beyond a straight forward lift and shift into Azure IaaS. What are your options? Learn how Azure helps modernize applications faster with containers and how you can use serverless to add additional functionality while keeping your production codebase 'clean'. We'll also learn how to incorporate DevOps throughout your apps lifecycle and take advantage of data-driven intelligence. Demo intensive session integrating the likes of Service Fabric, AKS VSTS and more.
Mindtree provides cloud services to help believe that digital transformation of healthcare is only possible by embracing & adopting the cloud. Click her to know more.
Like any major transformation project, the migration to Cloud requires a compelling business case to justify the move. In this session, we: cover the fundamental commercial levers that AWS provides its customers; work through a framework to help identify the possible benefits of moving to cloud; and, outline the steps required to create a Cloud business case.
Cloud Migration: Cloud Readiness Assessment Case StudyCAST
Learn more about Cloud Migration: https://www.castsoftware.com/use-cases/cloud-readiness-and-migration
Review this case study of a CIO migrating applications to Microsoft Azure to see how a cloud readiness assessment help to identify obstacles preventing the organization from moving faster to Azure. Learn how to gain quick visibility through an objective assessment of your core application's cloud readiness, before you plan your cloud migration.
Learn more about Cloud Migration: https://www.castsoftware.com/use-cases/cloud-readiness-and-migration
Cloud Migration is more than simple a business efficiency or a cost saving measure. It's a critical step towards digital transformation, innovation, and operational resilience that has opened up opportunities for those who've embraced cloud adoption. Whether you are looking to embark on your cloud migration or scaling the number of applications you're moving to the cloud, it does not need to be a daunting task or one that you go at alone. AWS offers 10 years of experience helping businesses to efficiently move their legacy on-premises systems to the cloud. We work closely alongside numerous local delivery partners to help you meet your business needs. Our Cloud Migration Insights Forum helps you to learn how to simply your cloud journey with AWS. This was presented in Australia and has examples specific to the Australian market.
Infrastructure as Code: AWS Best Practices (DEV411-R3) - AWS re:Invent 2018Amazon Web Services
When you consider your DevOps practice, infrastructure as code (IaC) is invaluable. IaC provides an automated way to quickly and reliably deploy the resources required by your applications. IaC gives you the ability to version control your infrastructure, and it simplifies the process of manually installing and configuring infrastructure every time your application changes. In this chalk talk, we show you how to use IaC to implement AWS best practices, such as least privilege permissions, monitoring, and automating the CI/CD pipeline. We show you how to define and deploy cloud infrastructure using aws-cdk (currently in developer preview on GitHub), which enables you to use object-oriented concepts to define and deploy AWS infrastructure. Finally, we demonstrate how to refactor, preview, and deploy your infrastructure code to ensure it all works as expected. Come build with us!
How To Become A Cloud Engineer | Cloud Engineer Salary | Cloud Computing Engi...Simplilearn
This presentation on how to become a Cloud Computing Engineer will help you understand who is a cloud computing engineer, the different roles within cloud computing, the various steps to become a cloud computing engineer, and the salaries they can expect.
Cloud computing engineers are skilled professionals experienced in cloud computing platforms, programming languages, storage, networking, DevOps, and other cloud services.
Let us now take a look at how you can become a skilled cloud computing engineer.
Simplilearn’s Cloud Architect Master’s Program will build your Amazon Web Services (AWS) and Microsoft Azure cloud expertise from the ground up. You’ll learn to master the architectural principles and services of two of the top cloud platforms, design and deploy highly scalable, fault-tolerant applications and develop skills to transform yourself into an AWS and Azure cloud architect.
Why become a Cloud Architect?
With the increasing focus on cloud computing and infrastructure over the last several years, cloud architects are in great demand worldwide. Many organizations have moved to cloud platforms for better scalability, mobility, and security, and cloud solutions architects are among the highest paid professionals in the IT industry.
According to a study by Goldman Sachs, cloud computing is one of the top three initiatives planned by IT executives as they make cloud infrastructure an integral part of their organizations. According to Forbes, enterprise IT architects with cloud computing expertise are earning a median salary of $137,957.
Learn more at https://www.simplilearn.com/cloud-solutions-architect-masters-program-training
In this session we will explain how to create a compelling business case for migration to AWS. We present a framework and tools for creating your business case, and guidelines for using AWS services to maximise value and optimise cost for migrations to the AWS Cloud. Gain a new perspective for business cases that includes factors such as automation, new technologies and organisational change.
Speaker: Andrew Boyd, Enterprise Account Manager, Amazon Web Services
Breaking down an Industrial IoT reference architecture.pptxNeel Sendas
This talk at Hannover Messe shares the best practices of designing a large scale IIOT infrastructure using AWS services. It explore the pitfalls and common problems customers face when they plan to implement IoT Infrastructure and discovers the top IIoT golden rules to improve the design posture in the factory.
ENT203-Building a Solid Business Case for Cloud Migration.pdfAmazon Web Services
Favorable economics are the starting point for a compelling business case to move to the cloud, but it is only part of the total picture. The cloud can provide benefits in additional areas such as technology optimization, cost of change, and business value. In this session, you will learn a framework and the tools available to create a compelling business case for a large-scale migration to AWS.
apidays Paris 2022 - Generating APIs from business models, Frederic Fontanet,...apidays
apidays Paris 2022 - APIs the next 10 years: Software, Society, Sovereignty, Sustainability
December 14, 15 & 16, 2022
Generating APIs from business models: high productivity and consistency
Frederic Fontanet, Architect / API designer at UMLTech
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
Deep dive into the API industry with our reports:
https://www.apidays.global/industry-reports/
Subscribe to our global newsletter:
https://apidays.typeform.com/to/i1MPEW
Here we go! Our Experts take on Legacy Application Modernization with Microsoft Azure.
With Microsoft Azure gaining ground in the Cloud infrastructure race, this article aims to discuss the cutting-edge features and advantages of Legacy App Modernization using Microsoft Azure and the Key things to consider when your application takes on the Azure outfit. Article below derived from the White Paper presented by our MS Azure team. Read on to explore the top ways how Application Modernization using Microsoft Azure helps you gain the competitive edge.
Read more, please visit here: https://www.optisolbusiness.com/insight/legacy-application-modernization-with-microsoft-azure
Accenture DevOps: Delivering applications at the pace of businessAccenture Technology
Are you ready to shift to continuous delivery? DevOps, a leading software engineering innovation, makes this shift possible by bringing business, development and operation teams together to streamline IT and applying more automated processes.
DevOps and APIs: Great Alone, Better Together MuleSoft
DevOps has emerged as a critical enabler of agility in enterprise IT; a DevOps model increases reliability and minimizes disruption, with the added benefit of increasing speed. But that isn’t enough. DevOps must be balanced with a focus on asset consumption and reuse to make sure the organization is extracting maximum value out of all the newly built assets. And that’s where an API strategy comes in. In this session, we'll discuss how organizations use DevOps and API-led connectivity to reduce time to market 3-4x.
The Ideal Approach to Application Modernization; Which Way to the Cloud?Codit
Determine your best way to modernize your organization’s applications with Microsoft Azure.
Want to know more? Don't hesitate to download our White Paper 'Making the Move to Application Modernization; Your Compass to Cloud Native': http://bit.ly/39XylZp
Edge IoT is a technology Witekio believes in. It is now reaching an inflexion point. The need for responsiveness, local computing capacity (especially for data crunching, AI and machine learning), security, IoT bandwidth makes this«trend » relevant to face B2B and industrial challenges.
Application Migration: How to Start, Scale and SucceedVMware Tanzu
Undergoing the application migration journey can be cumbersome and challenging, especially when you have a complex application portfolio that consists of both legacy and newer apps on outdated systems. You are hindered by managing and operating manual processes to address security concerns, regulatory change and policy compliance.
You know embarking on the cloud journey is inevitable and deciding where to start is overwhelming. Let us show you how.
Join Matt Russell to hear how Pivotal helps large organizations plan and execute their application transformation initiatives by using a set of proven techniques and approaches that help you get started quickly and scale continuously.
We use simple tools and start small to redefine current systems, and achieve cloud-native speed and resiliency. Let us show you how Pivotal can help you navigate your journey while instilling confidence along the way.
Presenter : Matt Russell, Senior Director, Application Transformation at Pivotal
Analyze key aspects to be considered before embarking on your cloud journey. The presentation outlines the strategies, approach, and choices that need to be made, to ensure a smooth transition to the cloud.
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.
Showcase development processes and methods with our content ready Devops PowerPoint Presentation Slide. Focus on rapid application delivery using our visually appealing development and operations PPT visuals. The operating system PowerPoint complete deck comprises self-explanatory and editable PowerPoint templates such as need for DevOps, best practices, criteria for choosing a pilot project, DevOps goals, timeline for DevOps transformation, current state future state, 30-60-90 day plan, roadmap for DevOps, transformation post successful DevOps Implementation, RACI matrix, dashboard to name a few. Users can easily customize all the templates as per their specific project needs. Furthermore, you can also use this IT operations management presentation deck to encourage your team to adopt DevOps culture practices and tools. Demonstrate DevOps goals like Increase automation and standardize the process, reduce cost effort & time to market and so on. Download our system development lifecycle PowerPoint templates to present ways to make improved products faster for greater client satisfaction. Handle deficiencies with our DevOps Powerpoint Presentation Slides. Initiate action to acquire desired assets. https://bit.ly/3y8q8NC
Intelligent Maintenance: Mapping the #IIoT ProcessDan Yarmoluk
A presentation about Industrial IoT, the value chain and real-world use cases; how to create value with IoT at your organization with an emphasis on predictive maintenance (bearing fault detection).
Infrastructure as Code: AWS Best Practices (DEV411-R3) - AWS re:Invent 2018Amazon Web Services
When you consider your DevOps practice, infrastructure as code (IaC) is invaluable. IaC provides an automated way to quickly and reliably deploy the resources required by your applications. IaC gives you the ability to version control your infrastructure, and it simplifies the process of manually installing and configuring infrastructure every time your application changes. In this chalk talk, we show you how to use IaC to implement AWS best practices, such as least privilege permissions, monitoring, and automating the CI/CD pipeline. We show you how to define and deploy cloud infrastructure using aws-cdk (currently in developer preview on GitHub), which enables you to use object-oriented concepts to define and deploy AWS infrastructure. Finally, we demonstrate how to refactor, preview, and deploy your infrastructure code to ensure it all works as expected. Come build with us!
How To Become A Cloud Engineer | Cloud Engineer Salary | Cloud Computing Engi...Simplilearn
This presentation on how to become a Cloud Computing Engineer will help you understand who is a cloud computing engineer, the different roles within cloud computing, the various steps to become a cloud computing engineer, and the salaries they can expect.
Cloud computing engineers are skilled professionals experienced in cloud computing platforms, programming languages, storage, networking, DevOps, and other cloud services.
Let us now take a look at how you can become a skilled cloud computing engineer.
Simplilearn’s Cloud Architect Master’s Program will build your Amazon Web Services (AWS) and Microsoft Azure cloud expertise from the ground up. You’ll learn to master the architectural principles and services of two of the top cloud platforms, design and deploy highly scalable, fault-tolerant applications and develop skills to transform yourself into an AWS and Azure cloud architect.
Why become a Cloud Architect?
With the increasing focus on cloud computing and infrastructure over the last several years, cloud architects are in great demand worldwide. Many organizations have moved to cloud platforms for better scalability, mobility, and security, and cloud solutions architects are among the highest paid professionals in the IT industry.
According to a study by Goldman Sachs, cloud computing is one of the top three initiatives planned by IT executives as they make cloud infrastructure an integral part of their organizations. According to Forbes, enterprise IT architects with cloud computing expertise are earning a median salary of $137,957.
Learn more at https://www.simplilearn.com/cloud-solutions-architect-masters-program-training
In this session we will explain how to create a compelling business case for migration to AWS. We present a framework and tools for creating your business case, and guidelines for using AWS services to maximise value and optimise cost for migrations to the AWS Cloud. Gain a new perspective for business cases that includes factors such as automation, new technologies and organisational change.
Speaker: Andrew Boyd, Enterprise Account Manager, Amazon Web Services
Breaking down an Industrial IoT reference architecture.pptxNeel Sendas
This talk at Hannover Messe shares the best practices of designing a large scale IIOT infrastructure using AWS services. It explore the pitfalls and common problems customers face when they plan to implement IoT Infrastructure and discovers the top IIoT golden rules to improve the design posture in the factory.
ENT203-Building a Solid Business Case for Cloud Migration.pdfAmazon Web Services
Favorable economics are the starting point for a compelling business case to move to the cloud, but it is only part of the total picture. The cloud can provide benefits in additional areas such as technology optimization, cost of change, and business value. In this session, you will learn a framework and the tools available to create a compelling business case for a large-scale migration to AWS.
apidays Paris 2022 - Generating APIs from business models, Frederic Fontanet,...apidays
apidays Paris 2022 - APIs the next 10 years: Software, Society, Sovereignty, Sustainability
December 14, 15 & 16, 2022
Generating APIs from business models: high productivity and consistency
Frederic Fontanet, Architect / API designer at UMLTech
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
Deep dive into the API industry with our reports:
https://www.apidays.global/industry-reports/
Subscribe to our global newsletter:
https://apidays.typeform.com/to/i1MPEW
Here we go! Our Experts take on Legacy Application Modernization with Microsoft Azure.
With Microsoft Azure gaining ground in the Cloud infrastructure race, this article aims to discuss the cutting-edge features and advantages of Legacy App Modernization using Microsoft Azure and the Key things to consider when your application takes on the Azure outfit. Article below derived from the White Paper presented by our MS Azure team. Read on to explore the top ways how Application Modernization using Microsoft Azure helps you gain the competitive edge.
Read more, please visit here: https://www.optisolbusiness.com/insight/legacy-application-modernization-with-microsoft-azure
Accenture DevOps: Delivering applications at the pace of businessAccenture Technology
Are you ready to shift to continuous delivery? DevOps, a leading software engineering innovation, makes this shift possible by bringing business, development and operation teams together to streamline IT and applying more automated processes.
DevOps and APIs: Great Alone, Better Together MuleSoft
DevOps has emerged as a critical enabler of agility in enterprise IT; a DevOps model increases reliability and minimizes disruption, with the added benefit of increasing speed. But that isn’t enough. DevOps must be balanced with a focus on asset consumption and reuse to make sure the organization is extracting maximum value out of all the newly built assets. And that’s where an API strategy comes in. In this session, we'll discuss how organizations use DevOps and API-led connectivity to reduce time to market 3-4x.
The Ideal Approach to Application Modernization; Which Way to the Cloud?Codit
Determine your best way to modernize your organization’s applications with Microsoft Azure.
Want to know more? Don't hesitate to download our White Paper 'Making the Move to Application Modernization; Your Compass to Cloud Native': http://bit.ly/39XylZp
Edge IoT is a technology Witekio believes in. It is now reaching an inflexion point. The need for responsiveness, local computing capacity (especially for data crunching, AI and machine learning), security, IoT bandwidth makes this«trend » relevant to face B2B and industrial challenges.
Application Migration: How to Start, Scale and SucceedVMware Tanzu
Undergoing the application migration journey can be cumbersome and challenging, especially when you have a complex application portfolio that consists of both legacy and newer apps on outdated systems. You are hindered by managing and operating manual processes to address security concerns, regulatory change and policy compliance.
You know embarking on the cloud journey is inevitable and deciding where to start is overwhelming. Let us show you how.
Join Matt Russell to hear how Pivotal helps large organizations plan and execute their application transformation initiatives by using a set of proven techniques and approaches that help you get started quickly and scale continuously.
We use simple tools and start small to redefine current systems, and achieve cloud-native speed and resiliency. Let us show you how Pivotal can help you navigate your journey while instilling confidence along the way.
Presenter : Matt Russell, Senior Director, Application Transformation at Pivotal
Analyze key aspects to be considered before embarking on your cloud journey. The presentation outlines the strategies, approach, and choices that need to be made, to ensure a smooth transition to the cloud.
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.
Showcase development processes and methods with our content ready Devops PowerPoint Presentation Slide. Focus on rapid application delivery using our visually appealing development and operations PPT visuals. The operating system PowerPoint complete deck comprises self-explanatory and editable PowerPoint templates such as need for DevOps, best practices, criteria for choosing a pilot project, DevOps goals, timeline for DevOps transformation, current state future state, 30-60-90 day plan, roadmap for DevOps, transformation post successful DevOps Implementation, RACI matrix, dashboard to name a few. Users can easily customize all the templates as per their specific project needs. Furthermore, you can also use this IT operations management presentation deck to encourage your team to adopt DevOps culture practices and tools. Demonstrate DevOps goals like Increase automation and standardize the process, reduce cost effort & time to market and so on. Download our system development lifecycle PowerPoint templates to present ways to make improved products faster for greater client satisfaction. Handle deficiencies with our DevOps Powerpoint Presentation Slides. Initiate action to acquire desired assets. https://bit.ly/3y8q8NC
Intelligent Maintenance: Mapping the #IIoT ProcessDan Yarmoluk
A presentation about Industrial IoT, the value chain and real-world use cases; how to create value with IoT at your organization with an emphasis on predictive maintenance (bearing fault detection).
In 2017, the World Economic Forum recognized the potential of advanced manufacturing technologies. In 2018, from among more than 1,000 examined production facilities, 16
companies were recognized as Fourth Industrial Revolution leaders in advanced manufacturing for demonstrating step-change results, both operational and financial, across individual sites. They had succeeded in scaling beyond the pilot phase and their sites were designated advanced manufacturing “Lighthouses”. In 2019, 28 additional facilities were identified and added to the network, which now provides an opportunity for cross-company learning and collaboration, and for setting new benchmarks for the global manufacturing community.
Lighthouses have succeeded by innovating new operating systems, including in how they manage and optimize business and processes, transforming the way people work and use technology. These new operating systems can become the blueprint for modernizing the entire company operating system; therefore, how they prepare for scaling up and engaging the workforce matters.
Diaspark healthcare offers software product development, compliance implementation and mobility services to healthcare software vendors (EMR/EHR/HIE/HIS/ Home Healthcare), life science companies and non-profits. Right from developing key EHR software modules spanning CPOE, Patient Portals, eRX(ePrescription), eMAR, Clinical DSS, labs to building healthcare mobile apps over iOS, Android, Blackberry that even interact with health devices, we work as an extended enterprise to software product vendors and life science companies.
IOT IN MANUFACTURING , ndustrial Internet of Things (IIoT) is going full throttle – increasing connectivity, generating data, and unlocking potential like never before. Now it’s time to capitalize on the full power of this data. Altair knows how to take full advantage of data to fuel innovation, drive new opportunities, and accelerate your smart manufacturing transformation.
Building Innovative Platforms for Industry 4.0Taylor McGavisk
The manufacturing industry has historically been an early adopter and a direct beneficiary of
technological advancements. Successive industrial revolutions have steered the industry from a world
of scarcity to one of surplus—quality goods and alternate options. This rise in quality of life was made
possible through the combined capabilities of mass manufacturing and precision engineering.
Subscribed 2015: The Explosion of Smart Connected ThingsZuora, Inc.
Market experts and leading analyst firms predict that we’ll see the number of smart connected things grow from ~2B today to over 50B within the coming decade. The introduction of these new smart, connected things enable functional variability to shift from the physical design to the digital smarts that are being embedded in the “thing”. This explosion of smart, connected things provides both their creators and users (consumers and enterprises) with endless opportunities to continually monetize features, options, usage and data over the lifetime of the “thing’s” operation. Come to this session and see how PTC and Zuora are helping businesses capitalize on these important new revenue streams through a live demo.
Applying Technologies Across the End-to-End Pharmacovigilance Process to Incr...MyMeds&Me
MyMeds&Me CEO Andrew Rut and Oracle Health Science's Director of Safety Analytics, Michael Braun-Boghos review the positive impacts of technology on current pharmacovigilance processes.
The last 18+ months have proven to be like no other time in modern history, and it has had a profound effect on the supply chain in the manufacturing industry. This disruption has meant many restless nights worrying about supply chains, workforce agility, capacity planning, resource allocation, and much more for manufacturers. Manufacturers have realized that better planning and preparedness are crucial to adapting to the rapid changes in demand seen in today's current climate.
In this webinar, you will learn how to address these challenges head-on as we discuss how your organization can become more agile and scale to your specific business requirements and how Cloud ERP systems can support better planning and preparedness for what's next.
________________________________________
About The Presenter
Steve Canter - Director of Global Service Delivery
Steve Canter has over 25 years of experience in the information technology industry. Steve has been responsible for delivering solutions to many medium-sized and large companies in a variety of industries as a consultant and project manager. Steve also brings a unique perspective to SmartERP, having spent over ten years as the CIO for a manufacturing and distribution company. During that period, he also helped shape product and customer service strategy at Microsoft and Oracle as a member of several customer advisory boards.
Capitaliser sur la valeur de l’IoT : comment démarrer sa transformation numér...Greg Eva
Intitulé “Capitaliser sur la valeur de l’IoT : comment démarrer sa transformation numérique”, le webinaire conduit le 28 novembre 2019 par Greg Eva, Technical Business Development Manager chez PTC, a fourni de nombreuses recommandations pragmatiques sur la façon de bien démarrer avec l’IoT et l’analyse des données.
Industry 4.0 provides an integrated perspective in a digitized setting wherein cyber and physical world views are integrated. It also provides an opportunity to make manufacturing smart, sustainable .and long term basis.
Industry 4.0 - The State of the Nations - Executive SummaryInfosys
The first major study in the field of Industrial Manufacturing to shed light on asset efficiency as a major driver for competiveness and to identify company-specific readiness and maturity for Industry 4.0 enabled asset efficiency.
Inside 6 Dimensional Model for Industry 4.0 Smart Factory by WeboniseWebonise Lab
Webonise uses a six dimensional approach to help manufacturing companies on their path to a Smart factory with 4th Industrial Revolution. The deep dive to pure Tech Adoption Strategies + Data Driven Play for Future Factories.
Infosys commissioned an independent market research company, Vanson Bourne, to investigate the use of digital technologies and key trends in nine industries. We surveyed 1,000 senior decision makers from business and IT, from large organizations with 1,000 employees or more and annual revenue of at least US$500 million.
The report aims to discover:
a) the surging tide of digital technology adoption in organizations – what is used and where?
b) the promised land of digital technology use, and the hurdles organizations face to get there
c) the biggest disruptive digital trends within the next three years and why organizations see them as vital to future success
The summary here presents the survey results and highlights the digital outlook that will define the healthcare industry strategy over the next three years.
5 tips to make your mainframe as fit as youInfosys
Just like a periodic health check-up is important to assess your overall well-being, a detailed reexamination of the enterprise IT landscape is paramount. We take a look at the various ways an enterprise needs to revamp its mainframe and sharpen its functionalities to stay ahead of the game. While APIs aid you in providing superior customer service, migrating to the cloud provides you with scalability and resilience. These and many more sub-offerings from Infosys aid your organization in staying agile and equipped to leverage the latest technologies to cater to the ever-changing market. Learn more.
Human Amplification In The Enterprise - Resources and UtilitiesInfosys
Infosys commissioned a study to develop a research methodology and get insights into the current nature of digital transformation enterprises undergo, across industry verticals. This deck provides industry specific insights from Resources and Utilities.
The study sought to understand a) the specific drivers of digital transformation for enterprises, b) the various facets of this transformation, c) expected and ensuing outcomes, and d) the role of Artificial Intelligence (AI).
Human Amplification In The Enterprise - Telecom and CommunicationInfosys
Infosys commissioned a study to develop a research methodology and get insights into the current nature of digital transformation enterprises undergo, across industry verticals. This deck provides industry specific insights from Telecom and Communication.
The study sought to understand a) the specific drivers of digital transformation for enterprises, b) the various facets of this transformation, c) expected and ensuing outcomes, and d) the role of Artificial Intelligence (AI).
Human Amplification In The Enterprise - Retail and CPGInfosys
Infosys commissioned a study to develop a research methodology and get insights into the current nature of digital transformation enterprises undergo, across industry verticals. This deck provides industry specific insights from Retail and CPG.
The study sought to understand a) the specific drivers of digital transformation for enterprises, b) the various facets of this transformation, c) expected and ensuing outcomes, and d) the role of Artificial Intelligence (AI).
Human Amplification In The Enterprise - Manufacturing and High-techInfosys
Infosys commissioned a study to develop a research methodology and get insights into the current nature of digital transformation enterprises undergo, across industry verticals. This deck provides industry specific insights from Manufacturing and High-tech.
The study sought to understand a) the specific drivers of digital transformation for enterprises, b) the various facets of this transformation, c) expected and ensuing outcomes, and d) the role of Artificial Intelligence (AI).
Human amplification in the enterprise - Automation. Innovation. Learning.Infosys
Infosys commissioned a study to develop a research methodology and get insights into the current nature of digital transformation enterprises undergo, across industry verticals. This deck provides industry specific insights from Automation, Innovation and learning.
The study sought to understand a) the specific drivers of digital transformation for enterprises, b) the various facets of this transformation, c) expected and ensuing outcomes, and d) the role of Artificial Intelligence (AI).
Human Amplification In The Enterprise - Healthcare and Life SciencesInfosys
Infosys commissioned a study to develop a research methodology and get insights into the current nature of digital transformation enterprises undergo, across industry verticals. This deck provides industry specific insights from Healthcare and Life Sciences
The study sought to understand a) the specific drivers of digital transformation for enterprises, b) the various facets of this transformation, c) expected and ensuing outcomes, and d) the role of Artificial Intelligence (AI).
Human Amplification In The Enterprise - Banking and InsuranceInfosys
Infosys commissioned a study to develop a research methodology and get insights into the current nature of digital transformation enterprises undergo, across industry verticals. This deck provides industry specific insights from Banking and Insurance.
The study sought to understand a) the specific drivers of digital transformation for enterprises, b) the various facets of this transformation, c) expected and ensuing outcomes, and d) the role of Artificial Intelligence (AI).
Take a glimpse at few of our efforts that we made to demonstrate that efficient technologies can easily be deployed in large scale in a cost effective manner to make our campus environmental friendly on this World Environment Day 2015
The Information Services industry is in the eye of the digital storm. Two major contenders within this industry - traditional and new age media companies must adopt strategies for the significant mass of millennials and demanding consumers.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
"Impact of front-end architecture on development cost", Viktor Turskyi
Infosys' session on IoT World - Systems Integration in an IOT world: A practitioner’s view
1. System Integration in an IOT world
Jayraj Nair, Head – IOT Practice and AVP – Engineering Services, Infosys
2. Content
2
• Infosys at a glance
• Smart, connected products and operations
• Industry 4.0 and survey results
• Capability levels – monitoring, control, optimization
• Rethinking predictive analytics – IIP
• Ecosystem partnership – IIC
3. Infosys at a glance
3
Infosys Intellect ValuesPeople Clients
Founded in Pune,
India in 1981
$8.7 billion revenues
950 clients
50+ countries
$40.3 billion market
capitalization
176,000+ staff
98 nationalities
97 percent of staff are
university educated
22 percent hold masters
degrees or doctorates
94 percent are
consultants and
engineers
World’s largest corporate
university
2 percent of revenues
invested in R&D
More than 300
researchers
Investing $500 million in
Innovation Fund
505 patents pending and
204 granted
Transparency,
ethics, and respect
98.3 percent of projects
delivered on time
96.6 percent business
is repeat business
2 percent of profits go to
the Infosys Foundation
Topped Asiamoney’s
Corporate Governance
Poll in the Domestic
Country category
4 out of top 5
US banks
6 out of top 10 global
CPG
8 out of top 10
global pharma
4 out of top 5
global aerospace
and defence
6 out of top 10
global telcos
4. Infosys Engineering Services
4
250+
clients
20+
years
Global
operations
8000+
engineers
Keyengineeringservices
Mechanical, structural and manufacturing engineering
Product lifecycle management
Knowledge based engineering and analytics
Electronics / embedded / electrical engineering
Value analysis and value engineering
Plant automation control services
Networking and telecom engineering
Industries
Aerospace
Discretemanufacturing
Automotive
OEM,SemiconductorandHi-tech
Telecomserviceproviders
Medicaldevicesandhealthcare
Retail,CPGandtransport
ISVandservices
Energyandutilities
5. Integrating smart, connected products
5
1 2 543
Hardware and
software
embedded design
of intelligent
devices,
intelligent
gateways devices,
device security,
and
multiple protocols
such as MQTT,
AMQP, STOMP
MODBUS,
PROFINET, OPC
Connectivity
solution around
Wi-Fi, ZigBee,
Bluetooth, Zwave,
3G, and 4G
moving to 5G
SIM; M2M
connectivity
management;
traffic
engineering;
network and
device operations
Management of
end devices for
state and status;
data modeling;
cloud hosting;
device software
management;
policy rules
engine;
complex event
processing;
security; and
integrity of data
Database
integration,
CRM integration
data warehouse,
workflow
management,
workforce
management,
enterprise mobility
Stream
processing,
actionable
analytics,
data visualization,
statistical
computing,
business
dashboards,
predictive and
prescriptive
analytics,
business insights,
monetization, and
continuous
improvement
Intelligentdevices
Connectivity
Devicemanagement
Enterpriseintegration
Businessanalytics
6. Smart, connected products and Industry 4.0
6
Operations
efficiency
Production optimization
(OEE)
Production
planning and scheduling
Productivity modelling
Statistical quality control
Inventory optimization
Maintenance
efficiency
Condition monitoring
Predictive maintenance
Maintenance
planning and scheduling
Reliability-centered
maintenance
Root cause analysis /
anomaly detection
Service efficiency
Remote management /
remote services
Field service
management
Materials management
(spare parts / inventory)
Service life cycle
management
Supply chain analytics
Information
efficiency
iDashboard
Data quality framework
Asset life cycle
information model
Machine-born data
management and
analytics
Knowledge management
Energy efficiency
and sustainability
Energy management
Resource efficiency
Asset sustainability index
Safety performance
(Alarm management,
EHS)
Regulatory / standards
compliance
Impacts value chain Transforms asset efficiency
7. Industry 4.0 survey results
7
Study : FIR Institute at the University of Aachen, Germany + Infosys
Participants : 433 Industrial Manufacturing executives
9. Deploying varying levels of IoT capability
Monitoring
visibility
E.g., factory
visibility
Control
operations
E.g., Health
Safety
Optimization
E.g., Predictive
analytics
9
Reference solutions @ booth #220
10. 10
Implemented a real-time plant visibility solution for one of the
largest food and beverage companies in the world
Solution
• Real-time capture of production data from factory floor
equipment and systems
• Mobility solution implemented for ‘on-the-go’ quality inspection
• Intelligent dashboards with real-time and historical performance
reporting
Results
• Overall line and plant effectiveness increased from 45 percent to
60 percent (which has significantly impacted plant throughput
and profitability)
• Manual paperwork reduced by 70 percent
• Enterprise data duplication reduced to 0 percent
• Reduction in frontline resource fatigue and equipment downtime
• Implemented root-cause analysis for quicker troubleshooting
• Increased speed and accuracy in decision-making
• Significant productivity improvement in quality inspection (mobile
on-the-go)
Challenge
A global FMCG company needed to modernize its factories across
multiple locations to improve operational efficiency and effectiveness
11. 11
Developed a manufacturing intelligence system for
one of the largest manufacturers of heavyweight motorcycles
in the world
Solution
Implemented a leading-edge manufacturing integration and intelligence
system, fully integrated with ERP and shop floor systems
Results
• Real-time visibility into production rejects and start-up rejects, reduced
scraps, and improved the quality measure of production systems
significantly
• Enhanced the overall equipment effectiveness (OEE) of the plant
• Implemented preventive maintenance by tracking the order inflow into
production systems and proactively resolving them
• Engaged in innovation co-creation, partnering in their innovation strategy
Challenge
A global automotive company needed better insight into its manufacturing
systems in order to build an intelligent manufacturing enterprise
12. 12
Enabled a real-time information management system
for a global mining major
Solution
• Enabled integration and interoperability between
multiple manufacturing systems, historical data and
legacy systems
• Critical systems moved to newer converters – without
disruption to business continuity
• Established a more stable platform for the existing
quality system for smelter operations
Challenge
A global mining major needed real-time visibility across the
mining value chain – extraction, transportation,
beneficiation and processing
Results
• Improved day-to-day scheduling, resulting in increased
efficiency and productivity
• Improved availability of business-critical applications
• Global roll-out of new KPIs
• KPI standardization across similar operations
13. Deploying varying levels of IoT capability
Monitoring
visibility
E.g., Factory
visibility
Control
operations
E.g., Health safety
Optimization
E.g., Predictive
analytics
13
Reference Solutions @Booth 220Reference solutions @ booth #220
14. 14
Implemented a biometric field engineer safety monitoring solution
for one of the largest global manufacturers of escalators and
elevators
Challenge
A global manufacturer of escalators and elevators needed real-time
visibility into the safety of their field engineers
Solution
• Implemented a biometric field engineer safety monitoring solution
• Real-time monitoring and reporting of hazardous situations for multiple individuals and teams simultaneously
• Designed for and deployed in harsh and remote environments
• Developed and deployed:
• Mobile app for field engineers
• Remote monitoring sensors
• Mobile app for facility managers
• Integrated directly with other enterprise systems and / or emergency services
Results
• Ensured faster response times in emergency environments
• Reduced the number of accidents as the vital parameters of each
field engineer is constantly monitored
15. 15
Development of a centralized dashboard to implement continuous
and remote monitoring of field-based personnel for a leading mining
company
Challenge
A leading mining company needed to continuously
monitor their field-based personnel and miners, and
provide assistance during life-threatening conditions
Solution
• Developed a centralized dashboard to
continuously monitor field workers
• Identified the severity of the breach or
hazardousness of the situation
• Delivered immediate evacuation alerts and
tracked high-risk workers
Results
• Faster evacuations
• Faster mobilization of specialist
resources
• Reduction in the cost of health
insurance cover for miners
• Improvement in the health and safety
matrix
16. 16
Infosys built a demonstrator to establish the relevance of Industry
4.0 in the delivery of smart services together with a global leader in
power and automation technologies and the largest technical
university in Germany
Solution
• Android-based mobile application
• Applied to a technically complex class of instruments
whose functionality is critical in the process industry
• Real-time QR code scanning to understand current
device status and maintenance needs
• Multiple workflows to manage and maintain complex
gas analyzers
• Cloud-based self-service experience
• Integrated security solution
Results
• Enhanced user experience for both the customer and the
field engineer
• Faster and best-in-class service support from OEM
• Significant reduction in mean time to repair (MTTR)
• Enhanced quality monitoring and reporting
17. Deploying varying levels of IoT capability
Monitoring
visibility
E.g., Factory
visibility
Control
operations
E.g., Health safety
Optimization
E.g., Predictive
analytics
17
Reference Solutions @ Booth 220
18. 18
Enabled predictive maintenance and corrective action for a mining
major
Analyzed 300 million records in
less than 4 seconds
Reduced the cost by 1000 percent
Helped customer save on costly
downtime caused due to
equipment failure
Provided predictive analytics to
identify when equipment on field is
likely to fail or needs maintenance
in order to maximize uptime / in-
service for equipment
19. 19
Improved service levels of ATMs for a leading ATM
manufacturer
Cleansed 4 million records within
27 seconds
Reduced cost by 18 percent, from
increasing mix to 40 percent
staged calls
Increased efficiency by 14 percent,
from 3 to 4 service calls per
technician per day
Reduced time to identify chronic
defects from weeks to hours
20. 20
Prevented network faults using predictive analytics
for a telecom major
Analyzed 16.7 million records in 5
seconds
Impending network faults in the
next week predicted with a high
degree of accuracy to fix the
network failure points
Solution based on open-source
stack, including Apache Spark and
prebuilt Infosys components, was
delivered in just 5 days
Improved price-to-performance
ratio
21. Rethinking predictive analytics
21
Scope
All data – not just structured,
not just internal
Speed @ scale
Handle massive scale without
compromising speed (decision time)
Insights
Move from request-response to
self-discovery
22. Prebuilt
Components
from Infosys
& Partners
Open Source
Data
Scientists
Technical
Experts
Infrastructure
Management
Analysts
Functional
Experts
9
Building blocks – Infosys Information Platform
23. Ecosystem partnership – IIC
23
• Infosys will focus on the development of future IIC testbeds, leveraging its expertise in
predictive analytics to enable Industry 4.0 essentials of maintenance, operations, information,
service, and energy efficiency
• Solutions will leverage the recently announced Infosys Information Platform (IIP) and be
anchored on open-source and open-access ingredients for rapid innovation by the partner
community
Reach out to us IOT@Infosys.com to collaborate and co-innovate
Rio Tinto use case:A mining company operating a fleet of thousands of trucks wanted a predictive maintenance platform to prevent losses incurred due to breakdown of vehicles.
The trucks carrying mineral ore were fitted with sensor technologies. The fleet of trucks pinged data that was of little use in the absence of a mechanism that analyzed data in real time. Infosys developed a proof of concept (PoC) using open-source tools and technologies such as Hadoop and cloud-based hardware. It enabled the company to process voluminous amount of data and glean meaningful insights.
Predictive maintenance resulted in reducing vehicle downtime. It delivered significant improvements in downstream supply chain operations and profitability. The Infosys solution offered processes-related data in real time. The scalable solution can support the company’s business plan to increase the fleet of trucks by more than 300 percent with a corresponding increase in sensor data load.
Diebold – A leading ATM manufacturing and service company wants to reduce its cost in maintaining ATMs also provide better customer service and SLAs
Predict that an ATM is going to fail in the next week (over 80 percent confidence level) based on alert and incident data from XMS and machine data
Ticketing data from 8500 ATMs / 4M records was ingested into Spark and then cleaned out (date, spaces, null fields etc.) in just 27 seconds on 10 node AWS cluster (32 CPU, 64GB RAM, 640 GB SSD storage)
Enriched data to create the parameters required for analysis. Spark Logistic Regression run on top of this data with data prediction in 60 msecond
Data ingested to Oracle and visualization done using Tableau
BT – A global telecom company offering data services to customers using xDSL technology partnered with Infosys. Network faults in the xDSL backbone caused disruptions in data services. The company sought a model to predict the network faults proactively. Infosys developed a ‘control signature’ of healthy lines using signal processing and statistical techniques based on the Hadoop-based Infosys Information Platform.
Infosys created a ‘fault signature’ from the connection properties in the days leading up to the reporting of a ‘fault’. The team built a predictive model that reported the probability of an impending fault within a week.
The formula for the predictive model was applied to 16.7 million network line characteristic data records, processed within 5 seconds on a medium-sized 5 node cluster. The outcome was a subset of network faults that could be predicted with a high degree of accuracy