This document discusses 5 patterns for building high performance web applications on AWS:
1. Decoupling application components to improve scalability and manageability.
2. Scaling out horizontally by adding more instances to handle increased load.
3. Optimizing for cost by using reserved instances, spot instances, and autoscaling.
4. Calibrating resources for CPU or I/O performance based on application needs.
5. Automating operations to reduce manual work and enable dynamic scaling.
Architectures for open and scalable cloudsRandy Bias
My presentation for 2012's Cloud Connect that goes over architectural and design patterns for open and scalable clouds. Technical deck targeted at business audiences with a technical bent.
The second in our 'Journey' series of webinars, this complimentary presentation discusses the use of AWS as a development and test environment. The flexible and pay as you go nature of AWS makes it perfect for compute environments that need to be spun up quickly and disposed of when not needed, and placing this power at the fingertips of developers means you can make step changes in productivity as you progress applications through the dev/test cycle
Expanding Your Data Center with Hybrid Cloud InfrastructureAmazon Web Services
Hybrid IT strategies is a common practice for enterprise company. In this session we will introduce some Hybrid IT scenarios and best practices for cloud adoption.
Architectures for open and scalable cloudsRandy Bias
My presentation for 2012's Cloud Connect that goes over architectural and design patterns for open and scalable clouds. Technical deck targeted at business audiences with a technical bent.
The second in our 'Journey' series of webinars, this complimentary presentation discusses the use of AWS as a development and test environment. The flexible and pay as you go nature of AWS makes it perfect for compute environments that need to be spun up quickly and disposed of when not needed, and placing this power at the fingertips of developers means you can make step changes in productivity as you progress applications through the dev/test cycle
Expanding Your Data Center with Hybrid Cloud InfrastructureAmazon Web Services
Hybrid IT strategies is a common practice for enterprise company. In this session we will introduce some Hybrid IT scenarios and best practices for cloud adoption.
Architecting Web Applications for the Cloud - Design Principles and Practical...Adnene Guabtni
This presentation provides an overview of the best practice and design principles for architecting highly scalable and highly available web applications on Amazon Web Services (AWS) cloud. Architecting web applications for the cloud requires a deep understanding of the true benefits of cloud computing and the implementation of 8 design principles for AWS.
ARC205 Building Web-scale Applications Architectures with AWS - AWS re: Inven...Amazon Web Services
As both new and established businesses work to increase their customer numbers, revenue and relevance to the market – they are working to deliver software that scales larger than ever before. The challenge of being the "victim of your own success" be it from viral marketing, social media or simply dramatic uptake of a new service; is something that troubles the minds of CIOs and Engineers alike. This session will focus on ways to avoid creating "technical debt" during initial development, and will share well established practices and approaches to building applications that can tolerate and revel in the challenges of scaling to "web scale". Working through a range of architectural dimensions, patterns and pithy examples – attendees will leave this session with useful ideas on how to design new applications, as well as the "retro-fitting" that can be done to existing applications to enable them to scale on AWS.
Cloud Migration, Application Modernization, and Security Tom Laszewski
As AWS continues to expand, enterprise customers are looking to our partner ecosystem to assist in migrating their workloads to the cloud. This session describes the challenges, lessons learned and best practices for large scale application migrations. We will use real examples from our consulting partners and AWS Professional Services to illustrate how to move workloads to the cloud while modernizing the associated applications to take advantage of AWS’ unique benefits. We will also dive into how to use an array of AWS services and features to improve a customer’s security posture as they are migrating and once they are up and running in the cloud
2011 State of the Cloud: A Year's Worth of Innovation in 30 Minutes - Jinesh...Amazon Web Services
A Year's Worth of Innovation in 30 Minutes -
In this Keynote talk, Jinesh Varia discuss all the new features and services that AWS released in 2011 and discusses AWS growth and innovation along with customers and partners.
The speaker notes contain the links to the blog posts of announcements.
Ask The Architect: RightScale & AWS Dive Deep into Hybrid ITRightScale
With the increased use of cloud services, organizations are faced with finding the most efficient way to use existing IT infrastructure alongside cloud-based compute, storage and networking resources. This has resulted in the rise of hybrid IT whereby companies leverage both on-premises and cloud resources to drive increased agility, stability and accessibility.
AWS Webcast - Intro to DevOps: Using Amazon RDS with AWS OpsWorksAmazon Web Services
You can now use RDS with AWS OpsWorks, an application deployment and management service. OpsWorks allows you to incorporate DevOps practices to seamlessly deploy code and operate services. DevOps focuses on collaborating across development and operations facilitating continuous software delivery, shared code bases, and automated deploys, which results in faster delivery of features and more stable operating environments. OpsWorks automates deployments and standardizes production environments, a key aspect of DevOps. What this means for an RDS user is OpsWorks can scale your EC2 application servers according to demand and ensure it has the most current code base deployed. It can automatically configure and connect your new server to your RDS database. OpsWorks will ensure consistent provisioning of your resources with no manual configuring.
Pragmatic Approach to Workload Migrations - London Summit Enteprise Track RePlayAmazon Web Services
Migrating a portfolio of legacy applications to AWS cloud infrastructure requires careful planning as each phase needs balancing between risk tolerance and the speed of migration. This session will present a set of successful best practices, tools and techniques that help migration speed of delivery and increase success rate. We will also cover the complete lifecycle of an application portfolio migration including a special focus on how to organise and conduct the assessment and identify elements that can benefit from cloud architecture.
AWS Architecting Cloud Apps - Best Practices and Design Patterns By Jinesh VariaAmazon Web Services
Jinesh Varia, Technology Evangelist, Discusses AWS architecture best practices and design patterns at the AWS Enterprise Tour - SF - 2010
http://jineshvaria.s3.amazonaws.com/public/cloudbestpractices-jvaria.pdf
Enterprise DevOps is different then DevOps in startups and smaller companies. This session how AWS/CSC address this. How AWS IaaS level automation via CloudFormation, UserData, Console, APIS and some PaaS OpsWorks/Beanstalk is complimented by CSC Agility Platform. CSC Agility adds application compliance and security to the AWS infrastructure compliance and security. CSC Agility allows for the creation of architecture blueprints for predefined application offerings.
AWS provides a platform that is ideally suited for deploying highly available and reliable systems that can scale with a minimal amount of human interaction. This talk describes a set of architectural patterns that support highly available services that are also scalable, low cost, low latency and allow for agile development practices. We walk through the various architectural decisions taken for each tier and explain our choices for appropriate AWS services and building blocks to ensure the security, scale, availability and reliability of the application.
Hundreds of thousands of customers have joined the AWS community and use AWS solutions to build their businesses. In this session we will provide an overview of running four common workloads on the AWS Cloud.
This session will provide insights into running four common workloads on the AWS Cloud. This includes Websites, Backup and Recovery, Disaster Recovery and Content Delivery. We will discuss the merits of running each workload on AWS and show reference architectures which will provide a quick start to migrate your own workloads to the cloud. The session will also provide an overview of the core AWS services these workloads consume such as cover Compute, Storage, Networking and Database in addition to some others.
Reasons to attend:
Learn about running some of the most common workloads on the AWS Cloud.
Learn how you can implement services from AWS to build efficient, cost-effective and reliable architectures.
Hear best practices for architecting your application, and how to scale your infrastructure in the cloud.
Discover more about cloud computing and the basics of the AWS Cloud including Amazon EC2, Amazon S3 and Amazon RDS.
Simplify Your Database Migration to AWS | AWS Public Sector Summit 2016Amazon Web Services
Migrating a database from one platform to another has been a pain point for many organizations for a long time. Often times, it involves weeks of careful planning and a migration strategy to minimize impact to the business. Many organizations are locked into a database platform even when there are better options available because they don’t want to take up the migration challenge. AWS Data Migration Service helps with live migration of databases across homogenous or heterogeneous database platforms. The service supports homogenous migrations such as Oracle to Oracle, and also heterogeneous migrations between different database platforms, such as Oracle to Amazon Aurora or Microsoft SQL Server to MySQL. The AWS Schema Conversion Tool is a desktop application that makes heterogeneous database migrations easy by automatically converting the source database schema to a format compatible with the target database. The tool helps with conversion of a database schema from an Oracle or Microsoft SQL Server database to an Amazon RDS MySQL DB instance or an Amazon Aurora DB cluster. Join us in this session to explore how these capabilities can simplify your database migration challenge.
Architecting Web Applications for the Cloud - Design Principles and Practical...Adnene Guabtni
This presentation provides an overview of the best practice and design principles for architecting highly scalable and highly available web applications on Amazon Web Services (AWS) cloud. Architecting web applications for the cloud requires a deep understanding of the true benefits of cloud computing and the implementation of 8 design principles for AWS.
ARC205 Building Web-scale Applications Architectures with AWS - AWS re: Inven...Amazon Web Services
As both new and established businesses work to increase their customer numbers, revenue and relevance to the market – they are working to deliver software that scales larger than ever before. The challenge of being the "victim of your own success" be it from viral marketing, social media or simply dramatic uptake of a new service; is something that troubles the minds of CIOs and Engineers alike. This session will focus on ways to avoid creating "technical debt" during initial development, and will share well established practices and approaches to building applications that can tolerate and revel in the challenges of scaling to "web scale". Working through a range of architectural dimensions, patterns and pithy examples – attendees will leave this session with useful ideas on how to design new applications, as well as the "retro-fitting" that can be done to existing applications to enable them to scale on AWS.
Cloud Migration, Application Modernization, and Security Tom Laszewski
As AWS continues to expand, enterprise customers are looking to our partner ecosystem to assist in migrating their workloads to the cloud. This session describes the challenges, lessons learned and best practices for large scale application migrations. We will use real examples from our consulting partners and AWS Professional Services to illustrate how to move workloads to the cloud while modernizing the associated applications to take advantage of AWS’ unique benefits. We will also dive into how to use an array of AWS services and features to improve a customer’s security posture as they are migrating and once they are up and running in the cloud
2011 State of the Cloud: A Year's Worth of Innovation in 30 Minutes - Jinesh...Amazon Web Services
A Year's Worth of Innovation in 30 Minutes -
In this Keynote talk, Jinesh Varia discuss all the new features and services that AWS released in 2011 and discusses AWS growth and innovation along with customers and partners.
The speaker notes contain the links to the blog posts of announcements.
Ask The Architect: RightScale & AWS Dive Deep into Hybrid ITRightScale
With the increased use of cloud services, organizations are faced with finding the most efficient way to use existing IT infrastructure alongside cloud-based compute, storage and networking resources. This has resulted in the rise of hybrid IT whereby companies leverage both on-premises and cloud resources to drive increased agility, stability and accessibility.
AWS Webcast - Intro to DevOps: Using Amazon RDS with AWS OpsWorksAmazon Web Services
You can now use RDS with AWS OpsWorks, an application deployment and management service. OpsWorks allows you to incorporate DevOps practices to seamlessly deploy code and operate services. DevOps focuses on collaborating across development and operations facilitating continuous software delivery, shared code bases, and automated deploys, which results in faster delivery of features and more stable operating environments. OpsWorks automates deployments and standardizes production environments, a key aspect of DevOps. What this means for an RDS user is OpsWorks can scale your EC2 application servers according to demand and ensure it has the most current code base deployed. It can automatically configure and connect your new server to your RDS database. OpsWorks will ensure consistent provisioning of your resources with no manual configuring.
Pragmatic Approach to Workload Migrations - London Summit Enteprise Track RePlayAmazon Web Services
Migrating a portfolio of legacy applications to AWS cloud infrastructure requires careful planning as each phase needs balancing between risk tolerance and the speed of migration. This session will present a set of successful best practices, tools and techniques that help migration speed of delivery and increase success rate. We will also cover the complete lifecycle of an application portfolio migration including a special focus on how to organise and conduct the assessment and identify elements that can benefit from cloud architecture.
AWS Architecting Cloud Apps - Best Practices and Design Patterns By Jinesh VariaAmazon Web Services
Jinesh Varia, Technology Evangelist, Discusses AWS architecture best practices and design patterns at the AWS Enterprise Tour - SF - 2010
http://jineshvaria.s3.amazonaws.com/public/cloudbestpractices-jvaria.pdf
Enterprise DevOps is different then DevOps in startups and smaller companies. This session how AWS/CSC address this. How AWS IaaS level automation via CloudFormation, UserData, Console, APIS and some PaaS OpsWorks/Beanstalk is complimented by CSC Agility Platform. CSC Agility adds application compliance and security to the AWS infrastructure compliance and security. CSC Agility allows for the creation of architecture blueprints for predefined application offerings.
AWS provides a platform that is ideally suited for deploying highly available and reliable systems that can scale with a minimal amount of human interaction. This talk describes a set of architectural patterns that support highly available services that are also scalable, low cost, low latency and allow for agile development practices. We walk through the various architectural decisions taken for each tier and explain our choices for appropriate AWS services and building blocks to ensure the security, scale, availability and reliability of the application.
Hundreds of thousands of customers have joined the AWS community and use AWS solutions to build their businesses. In this session we will provide an overview of running four common workloads on the AWS Cloud.
This session will provide insights into running four common workloads on the AWS Cloud. This includes Websites, Backup and Recovery, Disaster Recovery and Content Delivery. We will discuss the merits of running each workload on AWS and show reference architectures which will provide a quick start to migrate your own workloads to the cloud. The session will also provide an overview of the core AWS services these workloads consume such as cover Compute, Storage, Networking and Database in addition to some others.
Reasons to attend:
Learn about running some of the most common workloads on the AWS Cloud.
Learn how you can implement services from AWS to build efficient, cost-effective and reliable architectures.
Hear best practices for architecting your application, and how to scale your infrastructure in the cloud.
Discover more about cloud computing and the basics of the AWS Cloud including Amazon EC2, Amazon S3 and Amazon RDS.
Simplify Your Database Migration to AWS | AWS Public Sector Summit 2016Amazon Web Services
Migrating a database from one platform to another has been a pain point for many organizations for a long time. Often times, it involves weeks of careful planning and a migration strategy to minimize impact to the business. Many organizations are locked into a database platform even when there are better options available because they don’t want to take up the migration challenge. AWS Data Migration Service helps with live migration of databases across homogenous or heterogeneous database platforms. The service supports homogenous migrations such as Oracle to Oracle, and also heterogeneous migrations between different database platforms, such as Oracle to Amazon Aurora or Microsoft SQL Server to MySQL. The AWS Schema Conversion Tool is a desktop application that makes heterogeneous database migrations easy by automatically converting the source database schema to a format compatible with the target database. The tool helps with conversion of a database schema from an Oracle or Microsoft SQL Server database to an Amazon RDS MySQL DB instance or an Amazon Aurora DB cluster. Join us in this session to explore how these capabilities can simplify your database migration challenge.
Ray Velez of Razorfish discussed how marketers marketers can more effectively manage the peaks and valleys of marketing campaigns by employing cloud technology at the Razorfish Client Summit in Boston. October 12-14, 2010.
Running Microsoft SharePoint On AWS - Smartronix and AWS - WebinarAmazon Web Services
Miles Ward, Solution Architect, AWS
Robert Groat, Chief Technology Officer, Smartronix
discuss how you can run microsoft Enterprise Applications like SharePoint on AWS Cloud, Architecture. Recovery.gov
What's hot in APIs? Here are 10 of the hottest trends in open APIs today. This GlueCon 2012 keynote covers monetization trends, technology trends and what makes developers love an API (hint: it's not stale documentation). These are drawn from our data and trends we're seeing at ProgrammableWeb.
The past year was punctuated by significant advancements in Apache Hadoop and increasingly wider adoption of Hadoop technology across the enterprise. Companies are continuing to use Hadoop in exciting new ways to better serve their customers, inform product development and drive operational efficiency like never before. Join Mike Olson, founder and CEO of Cloudera, as he shares his twelve major predictions for Hadoop in 2012. He will also unveil predictions from key industry analysts.
Olson will discuss predictions for:
- Where new opportunities for Hadoop will be found within the enterprise
- How new projects being developed for and on Apache Hadoop will expand data analysis capabilities
- Ways that Apache Hadoop will help companies solve short term and long term business challenges
Getting an open systems cloud strategy right the first time linthicmDavid Linthicum
This presentation will take the mystery out of both cloud computing, and the proper fit and function of open systems technology when building a cloud computing strategy. Instead of mere theory, this session will guide you through a step-by-step process for understanding your own requirements, creating the business cases, and selecting the right technology that will lead your enterprise to success in the cloud.
Architecting for the Cloud: demo and best practices, by Simone Brunozzi (2011...Amazon Web Services
Architecting for the Cloud: Demo and best practices.
Follow Simone Brunozzi on Twitter: @simon
Presentation recorded on July 14th, 2011, in Sydney during the 2011 AWS Tour Australia.
For the video (including audio), go here: http://www.slideshare.net/AmazonWebServices/video-architecting-for-the-cloud-demo-and-best-practices
Deep Dive and Best Practices for Real Time Streaming ApplicationsAmazon Web Services
Get answers to technical questions, frequently asked by those starting to work with streaming data. Learn best practices for building a real-time streaming data architecture on AWS with Amazon Kinesis, Spark Streaming, AWS Lambda, and Amazon EMR. First, we will focus on building a scalable, durable streaming data ingestion workflow from data producers like mobile devices, servers, or even web browsers. We will provide guidelines to minimize duplicates and achieve exactly-once processing semantics in your stream-processing applications. Then, we will show some of the proven architectures for processing streaming data using a combination of tools including Amazon Kinesis Stream, AWS Lambda, and Spark Streaming running on Amazon EMR.
AWS April 2016 Webinar Series - Getting Started with Real-Time Data Analytics...Amazon Web Services
It is becoming increasingly important to analyze real time streaming data. It allows organizations to remain competitive by uncovering relevant, actionable insights. AWS makes it easy to capture, store, and analyze real-time streaming data.
In this webinar, we will guide you through some of the proven architectures for processing streaming data, using a combination of tools including Amazon Kinesis Streams, AWS Lambda, and Spark Streaming on Amazon Elastic MapReduce (EMR). We will then talk about common use cases and best practices for real-time data analysis on AWS.
Learning Objectives:
Understand how you can analyze real-time data streams using Amazon Kinesis, AWS Lambda, and Spark running on Amazon EMR
Learn use cases and best practices for streaming data applications on AWS
"The best serverless application is the one with zero lambda functions!"
Lambdas are like the lego blocks that are used to build serverless applications, but they are not the only serverless services on AWS. There are a number of other services that are serverless in nature and help in rapid development, high performance, and impeccable scale, all of which are done with almost zero or no extra configurations!
In this talk, I will be exploring various other lesser-known serverless services that can help in leveraging the true power of serverless like AWS Step Functions, AWS AppSync, Amazon EventBridge, Aurora Serverless, RDS Proxy, and much more. Will also be walking through a few advanced best practices along the way.
by Kashif Imran, Sr. Solutions Architect, AWS
Serverless computing allows you to build and run applications without the need for provisioning or managing servers. With serverless computing, you can build web, mobile, and IoT backends; run stream processing or big data workloads; run chatbots, and more. In this session, you’ll learn how to get started with serverless computing with AWS Lambda, which lets you run code without provisioning or managing servers. We’ll introduce you to the basics of building with Lambda and how you can benefit from features such as continuous scaling, built-in high availability, integrations with AWS and third-party apps, and subsecond metering pricing. We’ll also introduce you to the broader portfolio of AWS services that help you build serverless applications with Lambda, including Amazon API Gateway, Amazon DynamoDB, AWS Step Functions, and more.
AWS has a large and growing portfolio of big data management and analytics services, designed to integrate into solution architectures to meet the needs of your business. In this session, we look at analytics through the eyes of a business intelligence analyst, a data scientist, and an application developer, to explore how to quickly leverage Amazon Redshift, Amazon QuickSight, RStudio, and Amazon Machine Learning to create powerful, yet straightforward, business solutions.
Serverless Stream Processing Pipeline Best Practices (SRV316-R1) - AWS re:Inv...Amazon Web Services
Real-time analytics has traditionally been analyzed using batch processing in DWH/Hadoop environments. Common use cases use data lakes, data science, and machine learning (ML). Creating serverless data-driven architecture and serverless streaming solutions with services like Amazon Kinesis, AWS Lambda, and Amazon Athena can solve real-time ingestion, storage, and analytics challenges, and help you focus on application logic without managing infrastructure. In this session, we introduce design patterns, best practices, and share customer journeys from batch to real-time insights in building modern serverless data-driven architecture applications. Hear how Intel built the Intel Pharma Analytics Platform using a serverless architecture. This AI cloud-based offering enables remote monitoring of patients using an array of sensors, wearable devices, and ML algorithms to objectively quantify the impact of interventions and power clinical studies in various therapeutics conditions.
Gluecon 2018 - The Best Practices and Hard Lessons Learned of Serverless Appl...Chris Munns
In November 2014, AWS Lambda introduced developers to serverless compute with automatic scaling, pay-per-request billing, and built-in high availability. As a result, startups and enterprises are changing the way they build their applications. Since then, we've learned a lot from our customers about what it takes to build successful serverless applications. We’ve also seen some common and not so common missteps that developers building serverless applications have made along the way. Today, we're going to share those learnings, and show you how you can build the best serverless application that you can.
Migrating your .NET Applications to the AWS Serverless PlatformAmazon Web Services
Windows and .NET-based workloads are first-class citizens on AWS. In this session, we show how you can easily move an existing .NET application to the AWS cloud and take advantage of it serverless capabilities. We will cover migration and architectural considerations for porting your C# application to AWS Lambda, and using API Gateway to create a façade for your application to safely make changes as you migrate.
Speakers:
Stephen Liedig, Public Sector Solutions Architect, Amazon Web Services
Shane Baldacchino, Solutions Architect, Amazon Web Services
Amazon Kinesis provides services for you to work with streaming data on AWS. Learn how to load streaming data continuously and cost-effectively to Amazon S3 and Amazon Redshift using Amazon Kinesis Firehose without writing custom stream processing code. Get an introduction to building custom stream processing applications with Amazon Kinesis Streams for specialised needs.
Presented at the AWS Summit in London, here's a deep dive on getting started with Amazon Kinesis and use-case with Jampp, the world's leading mobile app marketing platform.
Getting Started with AWS Lambda & Serverless Computing - Kashif Imran.pdfAmazon Web Services
Serverless computing allows you to build and run applications without the need for provisioning or managing servers. With serverless computing, you can build web, mobile, and IoT backends; run stream processing or big data workloads; run chatbots, and more. In this session, you’ll learn how to get started with serverless computing with AWS Lambda, which lets you run code without provisioning or managing servers. We’ll introduce you to the basics of building with Lambda and how you can benefit from features such as continuous scaling, built-in high availability, integrations with AWS and third-party apps, and subsecond metering pricing. We’ll also introduce you to the broader portfolio of AWS services that help you build serverless applications with Lambda, including Amazon API Gateway, Amazon DynamoDB, AWS Step Functions, and more.
SRV205 Architectures and Strategies for Building Modern Applications on AWSAmazon Web Services
Rapid growth of technology and tooling in the cloud has enabled us to build modern applications that are more secure, scalable, and focused on our business. In this session, we cover the key compute primitives that enable us to accelerate towards building and running modern, cloud-native applications. We highlight what we’ve learned from customers running applications with AWS Lambda and AWS Fargate, two modern compute technologies for running applications in the cloud. In addition, we cover architecture patterns of modern application, key primitives required for building modern systems, steps you can take to start building and monitoring modern applications today, and secrets to fearlessly going faster and farther in the cloud.
Serverless on AWS: Architectural Patterns and Best PracticesVladimir Simek
When speaking about serverless on AWS, most people think about AWS Lambda. But there's more than than. AWS provides a set of fully managed services that you can use to build and run serverless applications. Serverless applications don’t require provisioning, maintaining, and administering servers for backend components such as compute, databases, storage, stream processing, message queuing, and more. You also no longer need to worry about ensuring application fault tolerance and availability. Instead, AWS handles all of these capabilities for you. This allows you to focus on product innovation while enjoying faster time-to-market.
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Amazon Web Services
Il Forecasting è un processo importante per tantissime aziende e viene utilizzato in vari ambiti per cercare di prevedere in modo accurato la crescita e distribuzione di un prodotto, l’utilizzo delle risorse necessarie nelle linee produttive, presentazioni finanziarie e tanto altro. Amazon utilizza delle tecniche avanzate di forecasting, in parte questi servizi sono stati messi a disposizione di tutti i clienti AWS.
In questa sessione illustreremo come pre-processare i dati che contengono una componente temporale e successivamente utilizzare un algoritmo che a partire dal tipo di dato analizzato produce un forecasting accurato.
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Amazon Web Services
La varietà e la quantità di dati che si crea ogni giorno accelera sempre più velocemente e rappresenta una opportunità irripetibile per innovare e creare nuove startup.
Tuttavia gestire grandi quantità di dati può apparire complesso: creare cluster Big Data su larga scala sembra essere un investimento accessibile solo ad aziende consolidate. Ma l’elasticità del Cloud e, in particolare, i servizi Serverless ci permettono di rompere questi limiti.
Vediamo quindi come è possibile sviluppare applicazioni Big Data rapidamente, senza preoccuparci dell’infrastruttura, ma dedicando tutte le risorse allo sviluppo delle nostre le nostre idee per creare prodotti innovativi.
Ora puoi utilizzare Amazon Elastic Kubernetes Service (EKS) per eseguire pod Kubernetes su AWS Fargate, il motore di elaborazione serverless creato per container su AWS. Questo rende più semplice che mai costruire ed eseguire le tue applicazioni Kubernetes nel cloud AWS.In questa sessione presenteremo le caratteristiche principali del servizio e come distribuire la tua applicazione in pochi passaggi
Vent'anni fa Amazon ha attraversato una trasformazione radicale con l'obiettivo di aumentare il ritmo dell'innovazione. In questo periodo abbiamo imparato come cambiare il nostro approccio allo sviluppo delle applicazioni ci ha permesso di aumentare notevolmente l'agilità, la velocità di rilascio e, in definitiva, ci ha consentito di creare applicazioni più affidabili e scalabili. In questa sessione illustreremo come definiamo le applicazioni moderne e come la creazione di app moderne influisce non solo sull'architettura dell'applicazione, ma sulla struttura organizzativa, sulle pipeline di rilascio dello sviluppo e persino sul modello operativo. Descriveremo anche approcci comuni alla modernizzazione, compreso l'approccio utilizzato dalla stessa Amazon.com.
Come spendere fino al 90% in meno con i container e le istanze spot Amazon Web Services
L’utilizzo dei container è in continua crescita.
Se correttamente disegnate, le applicazioni basate su Container sono molto spesso stateless e flessibili.
I servizi AWS ECS, EKS e Kubernetes su EC2 possono sfruttare le istanze Spot, portando ad un risparmio medio del 70% rispetto alle istanze On Demand. In questa sessione scopriremo insieme quali sono le caratteristiche delle istanze Spot e come possono essere utilizzate facilmente su AWS. Impareremo inoltre come Spreaker sfrutta le istanze spot per eseguire applicazioni di diverso tipo, in produzione, ad una frazione del costo on-demand!
In recent months, many customers have been asking us the question – how to monetise Open APIs, simplify Fintech integrations and accelerate adoption of various Open Banking business models. Therefore, AWS and FinConecta would like to invite you to Open Finance marketplace presentation on October 20th.
Event Agenda :
Open banking so far (short recap)
• PSD2, OB UK, OB Australia, OB LATAM, OB Israel
Intro to Open Finance marketplace
• Scope
• Features
• Tech overview and Demo
The role of the Cloud
The Future of APIs
• Complying with regulation
• Monetizing data / APIs
• Business models
• Time to market
One platform for all: a Strategic approach
Q&A
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Amazon Web Services
Per creare valore e costruire una propria offerta differenziante e riconoscibile, le startup di successo sanno come combinare tecnologie consolidate con componenti innovativi creati ad hoc.
AWS fornisce servizi pronti all'utilizzo e, allo stesso tempo, permette di personalizzare e creare gli elementi differenzianti della propria offerta.
Concentrandoci sulle tecnologie di Machine Learning, vedremo come selezionare i servizi di intelligenza artificiale offerti da AWS e, anche attraverso una demo, come costruire modelli di Machine Learning personalizzati utilizzando SageMaker Studio.
OpsWorks Configuration Management: automatizza la gestione e i deployment del...Amazon Web Services
Con l'approccio tradizionale al mondo IT per molti anni è stato difficile implementare tecniche di DevOps, che finora spesso hanno previsto attività manuali portando di tanto in tanto a dei downtime degli applicativi interrompendo l'operatività dell'utente. Con l'avvento del cloud, le tecniche di DevOps sono ormai a portata di tutti a basso costo per qualsiasi genere di workload, garantendo maggiore affidabilità del sistema e risultando in dei significativi miglioramenti della business continuity.
AWS mette a disposizione AWS OpsWork come strumento di Configuration Management che mira ad automatizzare e semplificare la gestione e i deployment delle istanze EC2 per mezzo di workload Chef e Puppet.
Scopri come sfruttare AWS OpsWork a garanzia e affidabilità del tuo applicativo installato su Instanze EC2.
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsAmazon Web Services
Vuoi conoscere le opzioni per eseguire Microsoft Active Directory su AWS? Quando si spostano carichi di lavoro Microsoft in AWS, è importante considerare come distribuire Microsoft Active Directory per supportare la gestione, l'autenticazione e l'autorizzazione dei criteri di gruppo. In questa sessione, discuteremo le opzioni per la distribuzione di Microsoft Active Directory su AWS, incluso AWS Directory Service per Microsoft Active Directory e la distribuzione di Active Directory su Windows su Amazon Elastic Compute Cloud (Amazon EC2). Trattiamo argomenti quali l'integrazione del tuo ambiente Microsoft Active Directory locale nel cloud e l'utilizzo di applicazioni SaaS, come Office 365, con AWS Single Sign-On.
Dal riconoscimento facciale al riconoscimento di frodi o difetti di fabbricazione, l'analisi di immagini e video che sfruttano tecniche di intelligenza artificiale, si stanno evolvendo e raffinando a ritmi elevati. In questo webinar esploreremo le possibilità messe a disposizione dai servizi AWS per applicare lo stato dell'arte delle tecniche di computer vision a scenari reali.
Amazon Web Services e VMware organizzano un evento virtuale gratuito il prossimo mercoledì 14 Ottobre dalle 12:00 alle 13:00 dedicato a VMware Cloud ™ on AWS, il servizio on demand che consente di eseguire applicazioni in ambienti cloud basati su VMware vSphere® e di accedere ad una vasta gamma di servizi AWS, sfruttando a pieno le potenzialità del cloud AWS e tutelando gli investimenti VMware esistenti.
Molte organizzazioni sfruttano i vantaggi del cloud migrando i propri carichi di lavoro Oracle e assicurandosi notevoli vantaggi in termini di agilità ed efficienza dei costi.
La migrazione di questi carichi di lavoro, può creare complessità durante la modernizzazione e il refactoring delle applicazioni e a questo si possono aggiungere rischi di prestazione che possono essere introdotti quando si spostano le applicazioni dai data center locali.
Crea la tua prima serverless ledger-based app con QLDB e NodeJSAmazon Web Services
Molte aziende oggi, costruiscono applicazioni con funzionalità di tipo ledger ad esempio per verificare lo storico di accrediti o addebiti nelle transazioni bancarie o ancora per tenere traccia del flusso supply chain dei propri prodotti.
Alla base di queste soluzioni ci sono i database ledger che permettono di avere un log delle transazioni trasparente, immutabile e crittograficamente verificabile, ma sono strumenti complessi e onerosi da gestire.
Amazon QLDB elimina la necessità di costruire sistemi personalizzati e complessi fornendo un database ledger serverless completamente gestito.
In questa sessione scopriremo come realizzare un'applicazione serverless completa che utilizzi le funzionalità di QLDB.
Con l’ascesa delle architetture di microservizi e delle ricche applicazioni mobili e Web, le API sono più importanti che mai per offrire agli utenti finali una user experience eccezionale. In questa sessione impareremo come affrontare le moderne sfide di progettazione delle API con GraphQL, un linguaggio di query API open source utilizzato da Facebook, Amazon e altro e come utilizzare AWS AppSync, un servizio GraphQL serverless gestito su AWS. Approfondiremo diversi scenari, comprendendo come AppSync può aiutare a risolvere questi casi d’uso creando API moderne con funzionalità di aggiornamento dati in tempo reale e offline.
Inoltre, impareremo come Sky Italia utilizza AWS AppSync per fornire aggiornamenti sportivi in tempo reale agli utenti del proprio portale web.
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareAmazon Web Services
Molte organizzazioni sfruttano i vantaggi del cloud migrando i propri carichi di lavoro Oracle e assicurandosi notevoli vantaggi in termini di agilità ed efficienza dei costi.
La migrazione di questi carichi di lavoro, può creare complessità durante la modernizzazione e il refactoring delle applicazioni e a questo si possono aggiungere rischi di prestazione che possono essere introdotti quando si spostano le applicazioni dai data center locali.
In queste slide, gli esperti AWS e VMware presentano semplici e pratici accorgimenti per facilitare e semplificare la migrazione dei carichi di lavoro Oracle accelerando la trasformazione verso il cloud, approfondiranno l’architettura e dimostreranno come sfruttare a pieno le potenzialità di VMware Cloud ™ on AWS.
Amazon Elastic Container Service (Amazon ECS) è un servizio di gestione dei container altamente scalabile, che semplifica la gestione dei contenitori Docker attraverso un layer di orchestrazione per il controllo del deployment e del relativo lifecycle. In questa sessione presenteremo le principali caratteristiche del servizio, le architetture di riferimento per i differenti carichi di lavoro e i semplici passi necessari per poter velocemente migrare uno o più dei tuo container.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
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.
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.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
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
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
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
14. r
Deliver a great experience to
your customers.
Responsive, fast web applications.
15. SCALE
g DECOUPLED OUT OPTIMIZE FOR COST S
5 patterns for
performance
v
CALIBRATED FOR:
CPU performance
v
CALIBRATED FOR:
IO performan
ce
C
AUTOMATE
60. r
Deploying and scaling a datastore
Follow the same patterns:
horizontal scale, availability, automation.
61. r
One question:
Does your application require a
strict, controlled schema for query flexibility?
62. Does your application require a strict, controlled schema
r for query flexibility? Yes
Amazon Relational Database Service
Management systems: CRM, ERP, finance
63. r
Focus on your app
Handles tedious database admin tasks
Designed for availability
64. r
Multi-engine
MySQL, Oracle, Microsoft SQL Server
Up and running in six clicks
65. r
Point in time snapshots
Automatic. Easy recovery.
66. r
High availability
Deployed across multiple availability zones.
Synchronous writes.
71. Does your application require a strict, controlled schema
r for query flexibility? No
Amazon DynamoDB
Web apps, social apps, mobile apps,
user generated content,
unstructured data integration, lots of data.
72. r
Focus on your app
Managed NoSQL database service.
No schema.
73. r
Unlimited scale
Unlimited storage
Pay as you go
74. r
High performance
Single digit millisecond latencies
75. r
Zero admin
No instances to manage
Tiny API, perfectly formed
80. r
CloudFront for dynamic content
Edge caching for dynamic content
Cache by query string parameters
Multiple origin servers
Persistent connections to origin servers
132. SCALE
g DECOUPLED OUT
5 patterns for
performance
133. SCALE
g DECOUPLED OUT OPTIMIZE FOR COST S
5 patterns for
performance
134. SCALE
g DECOUPLED OUT OPTIMIZE FOR COST S
5 patterns for
performance
CALIBRATED FOR:
v CPU performance
CALIBRATED FOR:
v IO performan
ce
135. SCALE
g DECOUPLED OUT OPTIMIZE FOR COST S
5 patterns for
performance
v
CALIBRATED FOR:
CPU performance
v
CALIBRATED FOR:
IO performan
ce
C
AUTOMATE