GluonCV는 컴퓨터 비전에 특화된 Apache MXNet의 딥러닝 툴킷입니다. 본 실습에서는 GluonCV가 제공하는 최신 컴퓨터 비전 알고리즘의 기(旣) 훈련(Pre-trained) 모델을 사용하여 이미지 인식, 객체 검출, 영역 구분 등의 다양한 문제를 해결합니다. GluonCV의 설치에서부터 모델 학습과 배포에 이르는 전과정을 따라해 볼 수 있습니다.
[AWS Builders] 실 적용 사례로 알아보는, AWS를 활용한 WAF 보안의 장점 - 삼성SDS 천준호 프로, 컨설팅그룹 (보안기획팀)Amazon Web Services Korea
발표자료 다시보기: https://youtu.be/jtlivFXcppc
AWS 보안은 AWS 사용자가 시장과 고객의 변화에 대응하기 위해 빠르고 탄력적인 대응을 하는 것 만큼 빠르고 탄력적이어야 합니다. 본 세션에서는 AWS WAF를 이용한 보안관제, System Manager와 Athena를 이용한 OS Hardening과 같은 대표적인 사례를 통해 AWS 서비스만으로 구성된 보안이 갖는 신속함, 탄력성, 간결함은 물론 사용한 만큼 지불하는 요금의 장점을 살펴봅니다. 삼성SDS는 국내 유일 AWS Security Competency를 보유한 보안 전문 기업으로서 고객에게 AWS 보안 서비스를 컨설팅하고 보안 역량 및 조직이 요구되는 24x7 보안관제, 해킹 패턴 분석 및 탐지/차단 Ruleset 작성 등을 제공합니다.
A execução de Docker na AWS viabiliza de modo altamente confiável e de baixo custo a criação, a execução, o teste e a implantação de aplicações distribuídas em qualquer escala. Essa sessão terá o intuito de apresentar as alternativas para executar containers Dockers em produção na AWS.
GluonCV는 컴퓨터 비전에 특화된 Apache MXNet의 딥러닝 툴킷입니다. 본 실습에서는 GluonCV가 제공하는 최신 컴퓨터 비전 알고리즘의 기(旣) 훈련(Pre-trained) 모델을 사용하여 이미지 인식, 객체 검출, 영역 구분 등의 다양한 문제를 해결합니다. GluonCV의 설치에서부터 모델 학습과 배포에 이르는 전과정을 따라해 볼 수 있습니다.
[AWS Builders] 실 적용 사례로 알아보는, AWS를 활용한 WAF 보안의 장점 - 삼성SDS 천준호 프로, 컨설팅그룹 (보안기획팀)Amazon Web Services Korea
발표자료 다시보기: https://youtu.be/jtlivFXcppc
AWS 보안은 AWS 사용자가 시장과 고객의 변화에 대응하기 위해 빠르고 탄력적인 대응을 하는 것 만큼 빠르고 탄력적이어야 합니다. 본 세션에서는 AWS WAF를 이용한 보안관제, System Manager와 Athena를 이용한 OS Hardening과 같은 대표적인 사례를 통해 AWS 서비스만으로 구성된 보안이 갖는 신속함, 탄력성, 간결함은 물론 사용한 만큼 지불하는 요금의 장점을 살펴봅니다. 삼성SDS는 국내 유일 AWS Security Competency를 보유한 보안 전문 기업으로서 고객에게 AWS 보안 서비스를 컨설팅하고 보안 역량 및 조직이 요구되는 24x7 보안관제, 해킹 패턴 분석 및 탐지/차단 Ruleset 작성 등을 제공합니다.
A execução de Docker na AWS viabiliza de modo altamente confiável e de baixo custo a criação, a execução, o teste e a implantação de aplicações distribuídas em qualquer escala. Essa sessão terá o intuito de apresentar as alternativas para executar containers Dockers em produção na AWS.
현대백화점 리테일테크랩과 AWS Prototyping 팀 개발자가 들려주는 인공 지능 무인 스토어 개발 여정 - 최권열 AWS 프로토타이핑...Amazon Web Services Korea
더 현대 서울에 최근 오픈한 언커먼스토어 개발에 참여했던 개발자들로부터 생생한 개발 경험을 데모와 함께 이야기 나눕니다. 개발에 적용된 인공지능/기계학습 기술 중의 하나인 딥러닝 기반 컴퓨터 비전 기술 적용 사례를 알아 보고, 민첩하고 빠른 개발을 통하여 단기간에 상용화할 수 있도록 이끌어준 AWS 서비스들과 Practice들(Modern Application, MLOps, Agile)에 대해서 속깊은 이야기를 나눠봅니다.
Sessão Avançada: VMware Cloud na AWS - ENT204 - Sao Paulo SummitAmazon Web Services
O VMware Cloud na AWS permite migrar rapidamente as cargas de trabalho existentes para o AWS Cloud usando ferramentas com as quais você já está familiarizado. O VMware Cloud na AWS traz o software de data center definido por software da VMware para a nuvem pública da Amazon, fornecido como uma solução baseada em nuvem sob demanda, elasticamente escalável. Vendida e operada pela VMware, a solução permite que os clientes usem um conjunto comum de softwares e ferramentas para gerenciar consistentemente seus recursos do vSphere com base na AWS e no local. Esta sessão usa exemplos práticos e reais de implantação de clientes para aprofundar a conectividade de rede em nuvem híbrida, as práticas recomendadas de proteção de dados e as integrações de serviços nativas da AWS.
[AWS Innovate 온라인 컨퍼런스] 간단한 Python 코드만으로 높은 성능의 기계 학습 모델 만들기 - 김무현, AWS Sr.데이...Amazon Web Services Korea
발표자료 다시보기: https://youtu.be/xnimaVNTWfc
여러분의 애플리케이션에 인공 지능 기능을 추가하는 방법 중 하나로, GluonCV 및 AutoGluon 라이브러리를 이용해서 간단한 Python 코드로 높은 성능의 기계 학습 모델을 만들고 이를 예측에 사용하는 방법을 소개합니다. 정형 데이터에 대한 분류 또는 수치 예측 모델 생성부터 이미지 분류, 객체 탐지, 세그먼테이션, 행동 인식 등의 모델을 기계 학습에 대한 전문 지식이 없이도 자동으로 만들고 활용하는 방법을 알아봅니다.
[AWS Innovate 온라인 컨퍼런스] Kubernetes와 SageMaker를 활용하여 Machine Learning 워크로드 관리하...Amazon Web Services Korea
발표자료 다시보기: https://youtu.be/6sogVHw9jZ4
Machine Learning 워크로드를 실제 운영환경에서 사용하기 위하여 다양한 툴들과 방법들이 시도되고 있습니다. 본 세션에서는 ML 운영을 위해 어떤 툴들이 활용되고 있는지를 살펴보고, 그 중 엔터프라이즈 환경에서 많이 선택하고 았는 Kubernetes와 Kubeflow를 사용하여, 어떻게 Machine Learning 전처리와 Training 작업을 관리하고 운영환경에 배포할 수 있는지를 데모와 함께 알아봅니다.
AWS Summit 2014 Melbourne - Breakout 5
Organisations today are increasingly looking for faster and cost effective ways to develop and test products before deployment. Those managing this process must determine when a product is ready to be deployed to production. But before this decision is made, the entire testing and development process should be carefully planned, managed, and reviewed. Amazon Web Services' utility computing model provides a great backbone to achieve this goal. With AWS you can spin up infrastructure on an as-needed basis for development and testing. Run workloads for a certain amount of time, and then stop running them – and stop paying for them – when you don't.
Presenter: John Hildebrandt, Solutions Architect, Amazon Web Services
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
Gumiyo's Shuki Lehavi presents at Amazon Web Services' The Start-Up Project - Los Angeles about their use of EC2 and S3 for their mobile classifieds application.
AWSome Day, Milan | 5 Marzo 2015 - Contenuto Tecnico (Danilo Poccia - AWS Sol...lanfranf
Danilo Poccia (AWS Solution Architect) e XPepper (AWS Trainig Partner) - Contenuto tecnico presentato durante l' AWSome Day tenutosi il 5 Marzo 2015 presso il PoliMi (Milano)
by Jeet Shangari, Sr. Technical Account Manager, AWS
Software release cycles are now measured in days instead of months. Cutting edge companies are continuously delivering high-quality software at a fast pace. In this session, we will cover how you can begin your DevOps journey by sharing best practices and tools used by the engineering teams at Amazon. We will showcase how you can accelerate developer productivity by implementing continuous Integration and delivery workflows. We will also cover an introduction to AWS CodeStar, AWS CodeCommit, AWS CodeBuild, AWS CodePipeline, AWS CodeDeploy, AWS Cloud9, and AWS X-Ray the services inspired by Amazon's internal developer tools and DevOps practice. Level 200
This presentation introduces some key mechanisms that will help you use AWS as a flexible development and testing environment. Topics covered include:
Why AWS for development & test workloads?
AWS Services to support Dev & Test workloads
Developing & Testing Business Applications on AWS
Common Dev & Test Patterns
Resources you can use to learn more
Find out more at the AWS website here: http://aws.amazon.com/dev-test and view a recording of this presentation delivered as a webinar on YouTube here: http://youtu.be/hdIYrzjBhmA
Airbnb가 직접 들려주는 Kubernetes 환경 구축 이야기 - Melanie Cebula 소프트웨어 엔지니어, Airbnb :: A...Amazon Web Services Korea
Airbnb가 직접 들려주는 Kubernetes 환경 구축 이야기
Melanie Cebula 소프트웨어 엔지니어, Airbnb
스타트업 개발자라면 Kubernetes 환경 구현을 한번쯤 생각해보셨을 것입니다. 하지만 많은 개발자들이 Kubernetes를 어렵게 느끼고 있는 것도 사실입니다. 본 세션에서는 아마존웹서비스 상에서 수백개의 Kubernetes 서비스 개발을 거치며 천여명의 개발자들이 활용하고 있는 Airbnb에서 직접 사례를 소개 드립니다. Airbnb 본사 인프라스트럭처 엔지니어 Melanie Cebula가 들려주는 시행착오와 전략, 해결책을 통해 Kubernetes 환경을 보다 쉽게 접근하시는데 도움을 드릴 예정입니다.
AWS Summit 2014 Brisbane - Breakout 3
Organisations today are increasingly looking for faster and cost effective ways to develop and test products before deployment. Those managing this process must determine when a product is ready to be deployed to production. But before this decision is made, the entire testing and development process should be carefully planned, managed, and reviewed. Amazon Web Services' utility computing model provides a great backbone to achieve this goal. With AWS you can spin up infrastructure on an as-needed basis for development and testing. Run workloads for a certain amount of time, and then stop running them – and stop paying for them – when you don’t.
Presenter: John Hildebrandt, Solutions Architect, Amazon Web services
현대백화점 리테일테크랩과 AWS Prototyping 팀 개발자가 들려주는 인공 지능 무인 스토어 개발 여정 - 최권열 AWS 프로토타이핑...Amazon Web Services Korea
더 현대 서울에 최근 오픈한 언커먼스토어 개발에 참여했던 개발자들로부터 생생한 개발 경험을 데모와 함께 이야기 나눕니다. 개발에 적용된 인공지능/기계학습 기술 중의 하나인 딥러닝 기반 컴퓨터 비전 기술 적용 사례를 알아 보고, 민첩하고 빠른 개발을 통하여 단기간에 상용화할 수 있도록 이끌어준 AWS 서비스들과 Practice들(Modern Application, MLOps, Agile)에 대해서 속깊은 이야기를 나눠봅니다.
Sessão Avançada: VMware Cloud na AWS - ENT204 - Sao Paulo SummitAmazon Web Services
O VMware Cloud na AWS permite migrar rapidamente as cargas de trabalho existentes para o AWS Cloud usando ferramentas com as quais você já está familiarizado. O VMware Cloud na AWS traz o software de data center definido por software da VMware para a nuvem pública da Amazon, fornecido como uma solução baseada em nuvem sob demanda, elasticamente escalável. Vendida e operada pela VMware, a solução permite que os clientes usem um conjunto comum de softwares e ferramentas para gerenciar consistentemente seus recursos do vSphere com base na AWS e no local. Esta sessão usa exemplos práticos e reais de implantação de clientes para aprofundar a conectividade de rede em nuvem híbrida, as práticas recomendadas de proteção de dados e as integrações de serviços nativas da AWS.
[AWS Innovate 온라인 컨퍼런스] 간단한 Python 코드만으로 높은 성능의 기계 학습 모델 만들기 - 김무현, AWS Sr.데이...Amazon Web Services Korea
발표자료 다시보기: https://youtu.be/xnimaVNTWfc
여러분의 애플리케이션에 인공 지능 기능을 추가하는 방법 중 하나로, GluonCV 및 AutoGluon 라이브러리를 이용해서 간단한 Python 코드로 높은 성능의 기계 학습 모델을 만들고 이를 예측에 사용하는 방법을 소개합니다. 정형 데이터에 대한 분류 또는 수치 예측 모델 생성부터 이미지 분류, 객체 탐지, 세그먼테이션, 행동 인식 등의 모델을 기계 학습에 대한 전문 지식이 없이도 자동으로 만들고 활용하는 방법을 알아봅니다.
[AWS Innovate 온라인 컨퍼런스] Kubernetes와 SageMaker를 활용하여 Machine Learning 워크로드 관리하...Amazon Web Services Korea
발표자료 다시보기: https://youtu.be/6sogVHw9jZ4
Machine Learning 워크로드를 실제 운영환경에서 사용하기 위하여 다양한 툴들과 방법들이 시도되고 있습니다. 본 세션에서는 ML 운영을 위해 어떤 툴들이 활용되고 있는지를 살펴보고, 그 중 엔터프라이즈 환경에서 많이 선택하고 았는 Kubernetes와 Kubeflow를 사용하여, 어떻게 Machine Learning 전처리와 Training 작업을 관리하고 운영환경에 배포할 수 있는지를 데모와 함께 알아봅니다.
AWS Summit 2014 Melbourne - Breakout 5
Organisations today are increasingly looking for faster and cost effective ways to develop and test products before deployment. Those managing this process must determine when a product is ready to be deployed to production. But before this decision is made, the entire testing and development process should be carefully planned, managed, and reviewed. Amazon Web Services' utility computing model provides a great backbone to achieve this goal. With AWS you can spin up infrastructure on an as-needed basis for development and testing. Run workloads for a certain amount of time, and then stop running them – and stop paying for them – when you don't.
Presenter: John Hildebrandt, Solutions Architect, Amazon Web Services
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
Gumiyo's Shuki Lehavi presents at Amazon Web Services' The Start-Up Project - Los Angeles about their use of EC2 and S3 for their mobile classifieds application.
AWSome Day, Milan | 5 Marzo 2015 - Contenuto Tecnico (Danilo Poccia - AWS Sol...lanfranf
Danilo Poccia (AWS Solution Architect) e XPepper (AWS Trainig Partner) - Contenuto tecnico presentato durante l' AWSome Day tenutosi il 5 Marzo 2015 presso il PoliMi (Milano)
by Jeet Shangari, Sr. Technical Account Manager, AWS
Software release cycles are now measured in days instead of months. Cutting edge companies are continuously delivering high-quality software at a fast pace. In this session, we will cover how you can begin your DevOps journey by sharing best practices and tools used by the engineering teams at Amazon. We will showcase how you can accelerate developer productivity by implementing continuous Integration and delivery workflows. We will also cover an introduction to AWS CodeStar, AWS CodeCommit, AWS CodeBuild, AWS CodePipeline, AWS CodeDeploy, AWS Cloud9, and AWS X-Ray the services inspired by Amazon's internal developer tools and DevOps practice. Level 200
This presentation introduces some key mechanisms that will help you use AWS as a flexible development and testing environment. Topics covered include:
Why AWS for development & test workloads?
AWS Services to support Dev & Test workloads
Developing & Testing Business Applications on AWS
Common Dev & Test Patterns
Resources you can use to learn more
Find out more at the AWS website here: http://aws.amazon.com/dev-test and view a recording of this presentation delivered as a webinar on YouTube here: http://youtu.be/hdIYrzjBhmA
Airbnb가 직접 들려주는 Kubernetes 환경 구축 이야기 - Melanie Cebula 소프트웨어 엔지니어, Airbnb :: A...Amazon Web Services Korea
Airbnb가 직접 들려주는 Kubernetes 환경 구축 이야기
Melanie Cebula 소프트웨어 엔지니어, Airbnb
스타트업 개발자라면 Kubernetes 환경 구현을 한번쯤 생각해보셨을 것입니다. 하지만 많은 개발자들이 Kubernetes를 어렵게 느끼고 있는 것도 사실입니다. 본 세션에서는 아마존웹서비스 상에서 수백개의 Kubernetes 서비스 개발을 거치며 천여명의 개발자들이 활용하고 있는 Airbnb에서 직접 사례를 소개 드립니다. Airbnb 본사 인프라스트럭처 엔지니어 Melanie Cebula가 들려주는 시행착오와 전략, 해결책을 통해 Kubernetes 환경을 보다 쉽게 접근하시는데 도움을 드릴 예정입니다.
AWS Summit 2014 Brisbane - Breakout 3
Organisations today are increasingly looking for faster and cost effective ways to develop and test products before deployment. Those managing this process must determine when a product is ready to be deployed to production. But before this decision is made, the entire testing and development process should be carefully planned, managed, and reviewed. Amazon Web Services' utility computing model provides a great backbone to achieve this goal. With AWS you can spin up infrastructure on an as-needed basis for development and testing. Run workloads for a certain amount of time, and then stop running them – and stop paying for them – when you don’t.
Presenter: John Hildebrandt, Solutions Architect, Amazon Web services
Os AWSome Days são baseados no Curso AWS Essentials e o conduzirá em um aprofundamento (passo a passo) na gama de serviços AWS, tais como: Computação, Armazenamento, Banco de Dados e Redes. No final da sessão, você estará apto a construir aplicativos escaláveis e seguros na nuvem da AWS.
AWS for Semiconductor and Electronics Design | Hsinchu, April 10Amazon Web Services
Join us in Hsinchu on Thursday, April 10, 2014 as we bring Taiwanese semiconductor and electronic systems companies and engineering users together with Electronic Design Automation (EDA) and Computer Aided Engineering (CAE) ISVs to learn about cloud deployments. Hear about successes in industries directly related to EDA/CAE, and consider your own POC and production projects with AWS best-practices.
“We are attending because we think the cloud is a compute model change that is of interest to our customers, which makes it of interest to Cadence. We’re looking forward to conversations with customers to understand their specific interests and timeframes. We appreciate the invitation from Amazon to attend. Amazon is clearly a leader in this space and we anticipate working together on many engagements.”
Larry Drenan, Services Director, Global Design Environment, Cadence
This free, half-day event will focus on commercial HPC use-cases and best practices for design, engineering, and manufacturing of semiconductors and electronic systems using AWS to achieve increased flexibility, reduced development costs, and faster time-to-market.
Zane Moi, Head of Business Development, Hong Kong & Taiwan, AWS
Enterprises that are embracing cloud computing are interested in driving fundamental changes in their business so they can compete in the future. IT transformation, enabled by cloud adoption, is a key component of this future success—from tighter alignment with business unit stakeholders to increased agility and pace of innovation. In this session, we explore the potential for transformation that comes with cloud adoption and discuss how some of the world’s leading enterprises were able to transform. We also explore organizational and technology best practices that you can implement to support transformation in your organization.
An insight into how digital marketing organisations use Amazon Web Services and the benefits that our services bring to their business.
Phil Fitzsimons, Media Solutions Architect, AWS
SendGrid Improves Email Delivery with Hybrid Data WarehousingAmazon Web Services
When you received your Uber ‘Tuesday Evening Ride Receipt’ or Spotify’s ‘This Week’s New Music’ email, did you think about how they got there?
SendGrid’s reliable email platform delivers each month over 20 Billion transactional and marketing emails on behalf of many of your favorite brands, including Uber, Airbnb, Spotify, Foursquare and NextDoor.
SendGrid was looking to evolve its data warehouse architecture in order to improve decision making and optimize customer experience. They needed a scalable and reliable architecture that would allow them to move nimbly and efficiently with a relatively small IT organization, while supporting the needs of both business and technical users at SendGrid.
SendGrid’s Director of Enterprise Data Operations will be joining architects from Amazon Web Services (AWS) and Informatica to discuss SendGrid’s journey to a hybrid cloud architecture and how a hybrid data warehousing solution is optimized to support SendGrid’s analytics initiative. Speakers will also review common technologies and use cases being deployed in hybrid cloud today, common data management challenges in hybrid cloud and best practices for addressing these challenges.
Join us to learn:
• How to evolve to a hybrid data warehouse with Amazon Redshift for scalability, agility and cost efficiency with minimal IT resources
• Hybrid cloud data management use cases
• Best practices for addressing hybrid cloud data management challenges
Big Data and High Performance Computing Solutions in the AWS CloudAmazon Web Services
Managing big data and running supercomputing jobs used to be for only well-funded research organizations and large corporations, but not any longer. AWS has democratized supercomputing and big data for the masses! AWS can provide you with the 64th fastest supercomputer in the world, on-demand and pay as you go. Hear from Ben Butler, Head of AWS Big Data Marketing, to learn how our customers are using big data and high performance computing to change the world. Not only is AWS technology available to everyone, but it is self-service and cheaper than ever before, featuring innovative technology and flexible pricing models – our AWS cloud computing platform has disrupted big data and HPC. Learn from customer successes, as Ben shares real-world case studies describing the specific big data and high performance computing challenges being solved on AWS. We will conclude with a discussion around the tutorials, public datasets, test drives, and our grants program - all of the tools needed to get you started quickly.
Amazon Web Services proporciona una amplia gama de servicios que le ayudarán a crear e implementar aplicaciones de análisis de big data de forma rápida y sencilla. AWS ofrece un acceso rápido a recursos de TI económicos y flexibles, algo que permitirá escalar prácticamente cualquier aplicación de big data con rapidez, incluidos almacenamiento de datos, análisis de clics, detección de elementos fraudulentos, motores de recomendación, proceso ETL impulsado por eventos, informática sin servidor y procesamiento del Internet de las cosas.
https://aws.amazon.com/es/big-data/
AWS Summit 2013 | India - Running Enterprise Applications like SAP, Oracle an...Amazon Web Services
AWS offers a reliable and scalable cloud infrastructure platform that enables customers to run all types of business applications, from small departmental solutions to mission-critical applications that automate company-wide business processes. AWS is certified to run various ERP, CRM, collaboration, databases, messaging and content management software packages from top Independent Software Vendors (ISVs) like SAP, Oracle, Microsoft. Find out how you can run your business Applications from SAP, Oracle and Microsoft in an on-demand and flexible way on the cloud.
MSC203_How Citrix Uses AWS Marketplace Solutions To Accelerate Analytic Workl...Amazon Web Services
Find out how Citrix built a solution using Matillion ETL for Amazon Redshift from AWS Marketplace to load all data into an Amazon Redshift cluster, allowing them to do their analytics on the entire environment at a single time. We’ll discuss the transition made to consolidate multiple disparate databases in order to run analytic workloads, get a holistic view of all their data sources, and prevent inconsistent data from being captured.
How Citrix Uses AWS Marketplace Solutions to Accelerate Analytic Workloads on...Amazon Web Services
Find out how Citrix built a solution using Matillion ETL for Amazon Redshift from AWS Marketplace to load all data into an Amazon Redshift cluster, allowing them to do their analytics on the entire environment at a single time. We’ll discuss the transition made to consolidate multiple disparate databases in order to run analytic workloads, get a holistic view of all their data sources, and prevent inconsistent data from being captured.
Join our webinar to learn:
- How to quickly and easily ingest data for a data lake on Amazon S3.
- How to use Attunity with Apache Kafka to provide critical business insights that drive customer satisfaction.
- How to replicate data to the cloud – with zero downtime.
This session provides an introduction to the AWS platform and services. It explains how you can get started on your cloud journey and what resources you can use build sophisticated applications with increased flexibility, scalability and reliability. The session also covers the benefits customers are enjoying by moving to AWS cloud; increased agility, faster decision making and the ability to fail fast and innovate.
Modern Data Architectures for Business Insights at Scale Amazon Web Services
Using AWS to design and build your data architecture has never been easier to gain insights and uncover new opportunities to scale and grow your business. Join this workshop to learn how you can gain insights at scale with the right big data applications.
Building a real-time analytics solution has never been faster or more cost-efficient. Most organizations are trying to find a way to improve customer experience and respond to business events in real time. Importantly, to do this quickly and at a fraction of the price of traditional approaches. In this session we will look at how to use the AWS services to best meet your real-time analytics needs.
Transform Your DBMS to Drive Application InnovationEDB
IT leaders face ever-increasing challenges to fund and deliver innovative business solutions for better customer and stakeholder engagement. While much of the infrastructure stack has been commoditized, the DBMS remains an expensive and growing drain on IT resources that otherwise could drive innovation.
Thi presentation demonstrates that money can be freed up in IT from expensive database spend by transforming applications and the DBMS to a subscription-based, cloud ready EnterpriseDB Postgres offering.
Further, learn how the same DBMS used for these traditional workloads with familiar tools and a large skill base can also be used for new applications of engagement, which rely on a wider variety of data including NoSQL, semi-structured along with relational data.
Visit EnterpriseDB > Resources > Webcasts to listen to the webinar recording or email sales@enterprisedb.com.
Target Audience:
This presentation is intended for strategic IT and business decision-makers involved in data infrastructure decisions and cost savings.
En este webinar, aprenderá cómo las empresas pueden aprovechar la nube de AWS para automatizar los pipelines de desarrollo de software. Este enfoque permite que su equipo sea más ágil, mejorando su capacidad para entregar aplicaciones y servicios rápidamente.
Neste webinar, você aprenderá como as empresas podem se valer da nuvem da AWS para automatizar os pipelines de desenvolvimento de software. Essa abordagem permite que sua equipe seja mais ágil, melhorando sua capacidade para entregar aplicações e serviços mais rapidamente.
Las tecnologías como los contenedores y kubernetes pueden hacer que sus procesos de entrega de software sean más fáciles y más rápidos. En este webinar, hablaremos sobre cómo usar el Amazon Kubernetes Service (EKS) para construir aplicaciones modernas con grupos Kubernetes totalmente administrados.
Tecnologias como containers e Kubernetes podem tornar seus processos de entrega de software mais fáceis e rápidos. Neste webinar, falaremos sobre como usar o Amazon Elastic Kubernetes Service (EKS) para criar aplicativos modernos com clusters de Kubernetes totalmente gerenciados.
Ransomware é uma das ameaças de crescimento mais rápido para qualquer organização. Nenhuma empresa, grande ou pequena, está imune a ataques de cibercriminosos. Nesta sessão, mostramos como você pode aproveitar os serviços e recursos da nuvem AWS para proteger seus dados mais valiosos de ataques cibernéticos e acelerar a restauração de operações.
El ransomware es una de las amenazas de más rápido crecimiento para cualquier organización. Ninguna empresa, grande o pequeña, es inmune a los ataques de los ciberdelincuentes. En esta sesión, mostramos cómo puede aprovechar los servicios y las capacidades de la nube AWS para proteger sus datos más valiosos de los ataques cibernéticos y acelerar la restauración de las operaciones.
Ransomware é uma prática maliciosa que tem se popularizado nos últimos anos. Nessa sessão, mostraremos como através da Amazon Web Services nossos clientes podem desenvolver uma estratégia pró-ativa de mitigação a ataques de ransomware, tanto em cenários on-premises como operando na nuvem.
El ransomware es una práctica maliciosa que se ha popularizado en los últimos años. En esta sesión les mostraremos cómo desde Amazon Web Services nuestros clientes pueden desarrollar una estrategia proactiva de mitigación frente a ataques de ransomware, tanto en escenarios on-premises, como operando en la nube.
Al mover datos a la nube, los clientes deben comprender los métodos óptimos para los diferentes casos de uso, los tipos de datos que están moviendo y los recursos disponibles en la red, entre otros. Las soluciones de migración y transferencia de AWS contemplan desde la migración de datos con conectividad limitada, almacenamiento en la nube híbrida, transferencias frecuentes de archivos B2B, hasta transferencias de datos en línea y sin conexión. En esta sesión, le mostramos cómo puede acelerar la migración y transferencia de datos de manera simplificada desde y hacia la nube de AWS.
Ao mover dados para a nuvem, os clientes precisam entender os métodos ideais de movê-los para diferentes casos de uso, os tipos de dados que estão movendo e os recursos de rede disponíveis, entre outras considerações. As soluções de migração e transferência da AWS atendem desde a migração de dados com conectividade limitada, armazenamento em nuvem híbrida, transferências frequentes de arquivos B2B até transferências de dados online e offline. Nessa sessão, mostraremos como você pode simplificar e acelerar sua migração e transferência de dados de e para a nuvem AWS.
El almacenamiento de archivos tiene diversos casos de uso; como directorios de usuarios, datos de aplicaciones, archivos multimedia y almacenamiento compartido para cargas de trabajo de alto rendimiento. La administración del almacenamiento de archivos en instalaciones propias suele ser un trabajo pesado, indiferenciado, con altos costos de adquisición, carga operativa para configurar y administra, lo que conlleva a desafíos de escalabilidad. En esta sesión, le mostramos cómo puede aprovechar las soluciones de archivos totalmente administradas de AWS para dejar de preocuparse por la sobrecarga administrativa de configurar, proteger, mantener y realizar copias de seguridad de su infraestructura de archivos.
La visualización de datos analíticos es un reto al que se enfrentan muchas organizaciones, el poder crear tableros, alertas, agregar predicciones a sus datos y actuar de acuerdo a estas de manera rápida es una necesidad de todos los negocios actuales. Únase a nuestros arquitectos para aprender como Amazon QuickSight le permite agregar inteligencia de negocios a sus aplicaciones y crear predicciones a futuro de sus datos. Amazon QuickSight es un servicio de inteligencia de negocios escalable y serverless creado para la nube, a través del cual podrá explotar sus datos de negocio para convertirlos en insights para hacer decisiones informadas sobre su negocio sin preocuparse de la gestión, escalamiento y la disponibilidad de la infraestructura de cómputo.
A visualização de dados é um desafio que muitas organizações enfrentam hoje. Criar dashboards, alertas, fazer previsões e agir rapidamente de acordo com os insights dos dados é uma necessidade de todas as empresas. Junte-se aos nossos arquitetos para aprender como o Amazon QuickSight o ajudará a adicionar BI aos seus aplicativos. O Amazon Quicksight é um serviço de BI escalável e serverless criado para a nuvem. Com ele, você pode explorar seus dados para obter insights e tomar decisões embasadas em seus negócios, sem se preocupar em gerenciar e dimensionar servidores e manter a disponibilidade de sua infraestrutura.
Executar projetos de Big Data nunca foi tão simples. Com a AWS, você pode executar Hadoop, Spark, Hive, Flink e frameworks semelhantes de maneira mais rápida e econômica. Neste webinar, você aprenderá como melhorar o desempenho do processamento de seus dados e reduzir custos, especialmente quando comparado a um ambiente on-premises.
Cracking the Workplace Discipline Code Main.pptxWorkforce Group
Cultivating and maintaining discipline within teams is a critical differentiator for successful organisations.
Forward-thinking leaders and business managers understand the impact that discipline has on organisational success. A disciplined workforce operates with clarity, focus, and a shared understanding of expectations, ultimately driving better results, optimising productivity, and facilitating seamless collaboration.
Although discipline is not a one-size-fits-all approach, it can help create a work environment that encourages personal growth and accountability rather than solely relying on punitive measures.
In this deck, you will learn the significance of workplace discipline for organisational success. You’ll also learn
• Four (4) workplace discipline methods you should consider
• The best and most practical approach to implementing workplace discipline.
• Three (3) key tips to maintain a disciplined workplace.
LA HUG - Video Testimonials with Chynna Morgan - June 2024Lital Barkan
Have you ever heard that user-generated content or video testimonials can take your brand to the next level? We will explore how you can effectively use video testimonials to leverage and boost your sales, content strategy, and increase your CRM data.🤯
We will dig deeper into:
1. How to capture video testimonials that convert from your audience 🎥
2. How to leverage your testimonials to boost your sales 💲
3. How you can capture more CRM data to understand your audience better through video testimonials. 📊
The world of search engine optimization (SEO) is buzzing with discussions after Google confirmed that around 2,500 leaked internal documents related to its Search feature are indeed authentic. The revelation has sparked significant concerns within the SEO community. The leaked documents were initially reported by SEO experts Rand Fishkin and Mike King, igniting widespread analysis and discourse. For More Info:- https://news.arihantwebtech.com/search-disrupted-googles-leaked-documents-rock-the-seo-world/
Discover the innovative and creative projects that highlight my journey throu...dylandmeas
Discover the innovative and creative projects that highlight my journey through Full Sail University. Below, you’ll find a collection of my work showcasing my skills and expertise in digital marketing, event planning, and media production.
[Note: This is a partial preview. To download this presentation, visit:
https://www.oeconsulting.com.sg/training-presentations]
Sustainability has become an increasingly critical topic as the world recognizes the need to protect our planet and its resources for future generations. Sustainability means meeting our current needs without compromising the ability of future generations to meet theirs. It involves long-term planning and consideration of the consequences of our actions. The goal is to create strategies that ensure the long-term viability of People, Planet, and Profit.
Leading companies such as Nike, Toyota, and Siemens are prioritizing sustainable innovation in their business models, setting an example for others to follow. In this Sustainability training presentation, you will learn key concepts, principles, and practices of sustainability applicable across industries. This training aims to create awareness and educate employees, senior executives, consultants, and other key stakeholders, including investors, policymakers, and supply chain partners, on the importance and implementation of sustainability.
LEARNING OBJECTIVES
1. Develop a comprehensive understanding of the fundamental principles and concepts that form the foundation of sustainability within corporate environments.
2. Explore the sustainability implementation model, focusing on effective measures and reporting strategies to track and communicate sustainability efforts.
3. Identify and define best practices and critical success factors essential for achieving sustainability goals within organizations.
CONTENTS
1. Introduction and Key Concepts of Sustainability
2. Principles and Practices of Sustainability
3. Measures and Reporting in Sustainability
4. Sustainability Implementation & Best Practices
To download the complete presentation, visit: https://www.oeconsulting.com.sg/training-presentations
Improving profitability for small businessBen Wann
In this comprehensive presentation, we will explore strategies and practical tips for enhancing profitability in small businesses. Tailored to meet the unique challenges faced by small enterprises, this session covers various aspects that directly impact the bottom line. Attendees will learn how to optimize operational efficiency, manage expenses, and increase revenue through innovative marketing and customer engagement techniques.
Unveiling the Secrets How Does Generative AI Work.pdfSam H
At its core, generative artificial intelligence relies on the concept of generative models, which serve as engines that churn out entirely new data resembling their training data. It is like a sculptor who has studied so many forms found in nature and then uses this knowledge to create sculptures from his imagination that have never been seen before anywhere else. If taken to cyberspace, gans work almost the same way.
Affordable Stationery Printing Services in Jaipur | Navpack n PrintNavpack & Print
Looking for professional printing services in Jaipur? Navpack n Print offers high-quality and affordable stationery printing for all your business needs. Stand out with custom stationery designs and fast turnaround times. Contact us today for a quote!
What are the main advantages of using HR recruiter services.pdfHumanResourceDimensi1
HR recruiter services offer top talents to companies according to their specific needs. They handle all recruitment tasks from job posting to onboarding and help companies concentrate on their business growth. With their expertise and years of experience, they streamline the hiring process and save time and resources for the company.
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Falcon stands out as a top-tier P2P Invoice Discounting platform in India, bridging esteemed blue-chip companies and eager investors. Our goal is to transform the investment landscape in India by establishing a comprehensive destination for borrowers and investors with diverse profiles and needs, all while minimizing risk. What sets Falcon apart is the elimination of intermediaries such as commercial banks and depository institutions, allowing investors to enjoy higher yields.
Putting the SPARK into Virtual Training.pptxCynthia Clay
This 60-minute webinar, sponsored by Adobe, was delivered for the Training Mag Network. It explored the five elements of SPARK: Storytelling, Purpose, Action, Relationships, and Kudos. Knowing how to tell a well-structured story is key to building long-term memory. Stating a clear purpose that doesn't take away from the discovery learning process is critical. Ensuring that people move from theory to practical application is imperative. Creating strong social learning is the key to commitment and engagement. Validating and affirming participants' comments is the way to create a positive learning environment.
Tata Group Dials Taiwan for Its Chipmaking Ambition in Gujarat’s DholeraAvirahi City Dholera
The Tata Group, a titan of Indian industry, is making waves with its advanced talks with Taiwanese chipmakers Powerchip Semiconductor Manufacturing Corporation (PSMC) and UMC Group. The goal? Establishing a cutting-edge semiconductor fabrication unit (fab) in Dholera, Gujarat. This isn’t just any project; it’s a potential game changer for India’s chipmaking aspirations and a boon for investors seeking promising residential projects in dholera sir.
Visit : https://www.avirahi.com/blog/tata-group-dials-taiwan-for-its-chipmaking-ambition-in-gujarats-dholera/
6. GB TB
PB
95%
of
the
1.2
ze.abytes
of
data
in
the
digital
universe
is
unstructured
70%
of
of
this
is
user-‐
generated
content
Unstructured
data
growth
explosive,
with
esDmates
of
compound
annual
growth
(CAGR)
at
62%
from
2008
–
2012.
Source:
IDC
ZB
EB
Big Data: Unconstrained data growth
14. Gartner: User Survey Analysis: Key Trends Shaping the Future of Data Center Infrastructure
Through 2011
IDC: Worldwide Business Analytics Software 2012–2016 Forecast and 2011 Vendor Shares
Generated data
Available for analysis
Data volume
Gartner: User Survey Analysis: Key Trends Shaping the Future of Data Center Infrastructure Through 2011
IDC: Worldwide Business Analytics Software 2012–2016 Forecast and 2011 Vendor Shares
15. Elastic and highly scalable
No upfront capital expense
Only pay for what you use
+
+
Available on-demand
+
=
Remove
constraints
18. Big data and AWS cloud computing
Big data Cloud computing
Variety, volume, and velocity
requiring new tools
Variety of compute, storage,
and networking options
19. Big data and AWS cloud computing
Big data Cloud computing
Potentially massive datasets Massive, virtually unlimited capacity
20. Big data and AWS cloud computing
Big data Cloud computing
Iterative, experimental style of
data manipulation and analysis
Iterative, experimental style of
infrastructure deployment/usage
21. Big data and AWS cloud computing
Big data Cloud computing
Frequently not a steady-state
workload; peaks and valleys
At its most efficient with highly
variable workloads
22. Big data and AWS cloud computing
Big data Cloud computing
Absolute performance not as
critical as “time to results”; shared
resources are a bottleneck
Parallel compute projects allow each
workgroup to have more autonomy,
get faster results
41. The Power to Know
A Empresa - Mundo
• Líder Mundial em Inteligência Analítica
q Dados para Informações Estratégicas
q Decisões mais rápidas
q Antecipar oportunidades
• Fundada em 1976
• Matriz em Cary, Carolina do Norte
• 14 mil funcionários em todo o mundo
• 134 países, 400 escritórios
• Great Place to Work
• 1º lugar nos rankings de 2010, 2011 e 2012
42. The Power to Know
Produtos oferecidos
em formato de
licença, mas existe
uma demanda latente
de entrega de
software como
serviço (SaaS)
A Empresa - Brasil
• Atuação desde 1996
• + 180 clientes
• Escritórios em SP, RJ e DF
• + 140 colaboradores
• Certificação Top Employers
2012 e 2013
43. O Desafio do SAS
• Diminuir os Custo de Operação para seus clientes
The Power to Know
• Adquirir e Gerenciar Servidores Físicos
• Simplificar a venda (da licença para SaaS)
• Oferecer uma Solução Completa
• Diminuir os Custo de Entrada para seus clientes
44. • Big Data
• O produto já existe !
• Evolução do Negócio
• Value Proposition
• Alavancar IaaS da AWS
• Parceria com Inteligência
• Concrete Solutions e SAS
The Power to Know
Abordagem
45. • Inédito em SaaS no Brasil.
• Ferramenta beneficia departamentos que
precisam:
q Tomar decisões rápidas baseadas em grande
volume e variedade de dados (Big Data)
q Facilitar a análise dos indicadores de seus
negócios
• Facilidade e velocidade de entrega, com
menor custo em relação ao modelo
tradicional.
• O cliente não precisará gerenciar vários
provedores e nem manter uma estrutura
interna para suporte ao aplicativo.
The Power to Know
O Produto – Visual Analytics
46. Dashboards
e
Scorecards
Relatórios
Corpora4vos
Análises
Dinâmicas
e
ad
hoc
Análises
Avançadas
e
Data
Mining
Mobile
Apps,
Distribuição
informação
e
Alertas
• Ad
Hoc
Analysis
• PredicDve
Analysis
• Data
Mining
• Visual
ExploraDon
• Slice
&
Dice
InvesDgaDve
Analysis
• Root
Cause
DeterminaDon
• Page-‐perfect
OperaDonal
ReporDng
• Pixel-‐perfect
Business
ReporDng
• Print-‐perfect
Statements
&
Invoices
• Dynamic
Dashboards
• OperaDonal
Scorecards
• Metrics
Management
• Mobile
ApplicaDons
• Massive
InformaDon
DistribuDon
• iPad,
iPhone,
email
• ExcepDon-‐based
Alerts
The Power to Know
Introdução ao Visual Analytics
47. AWS e Benefícios
PARAGRAFO
RESUMO
CASO _ KEY
WORDS de
BENEFICIO,
DESAFIO
VENCIDO –
RESUMO DO
CASO EM UM
• Flexibilidade de Capacidade
• Planejamento do Fluxo de Caixa
• Escalabilidade e Agilidade com baixo custo
• Flexibilidade no pagamento
• Menos funcionários para gerenciar a aplicação
• Melhora no fluxo de caixa
The Power to Know
Serviços
Software
• Instalação
• Suporte
• Treinamento
• Carga de Dados
• SAS
Visual
Analytics
Infraestrutura
Gerenciada
SoluçãoCompleta
• AWS e
Concrete
48. The Power to Know
BI Tradicional vs. Ambiente de
Exploração de Dados
49. The Power to Know
Obrigado!
Mais informações: estamos no estande da
Concrete!
Marcos Prete
Gerente de Alianças do SAS Brasil
marcos.prete@sas.com
Victor Oliveira
Diretor de Engenharia
victor.oliveira@concretesolutions.com.br
@v_oliv
61.
Why AWS for HPC?
Low cost with flexible pricing Efficient clusters
Unlimited infrastructure
Faster time to results
Concurrent Clusters on-demand
Increased collaboration
62. Cluster compute instances
Implement HVM process execution
Intel® Xeon® processors
10 Gigabit Ethernet –C3 has Enhanced Networking, SR-IOV
cc2.8xlarge
32 vCPUs
2.6 GHz Intel Xeon
E5-2670 Sandy Bridge
60.5 GB RAM
4 x 840 GB
Local HDD
c3.8xlarge
32 vCPUs
2.8 GHz Intel Xeon
E5-2680v2 Ivy Bridge
60GB RAM
2 x 320 GB
Local SSD
AWS High Performance Computing
63. c3.8xlarge
32 vCPUs
2.8 GHz Intel Xeon
E5-2680v2 Ivy Bridge
60GB RAM
2 x 320 GB
Local SSD
Top 500 Super Computer using Amazon EC2
64th fastest supercomputer, Nov 2013
26,496 Intel® Xeon® cores
Linpack Performance (Rmax) 484.2 TFlop/s
Theoretical (Rpeak) 593.5 Tflops/s
c3.8xlarge
32 vCPUs
2.8 GHz Intel Xeon
E5-2680v2 Ivy Bridge
60GB RAM
2 x 320 GB
Local SSD
c3.8xlarge
32 vCPUs
2.8 GHz Intel Xeon
E5-2680v2 Ivy Bridge
60GB RAM
2 x 320 GB
Local SSD
c3.8xlarge
32 vCPUs
2.8 GHz Intel Xeon
E5-2680v2 Ivy Bridge
60GB RAM
2 x 320 GB
Local SSD
64. Network placement groups
Cluster instances deployed in a Placement
Group enjoy low latency, full bisection
10 Gbps bandwidth
10Gbps
AWS High Performance Computing
65. GPU compute instances
cg1.4xlarge
Intel® Xeon® X5570
33.5 vCPUs
22.5GB RAM
2x NVIDIA GPU
448 Cores
3GB Mem
g2.2xlarge
Intel® Xeon E5-2670
8vCPUs
15GB RAM
1x NVIDIA GPU
1536 Cores
4GB Mem
G2 instances
1 NVIDIA Kepler GK104 GPU
I/O Performance: Very High (10 Gigabit Ethernet)
CG1 instances
2 x NVIDIA Tesla “Fermi” M2050 GPUs
I/O Performance: Very High (10 Gigabit Ethernet)
AWS High Performance Computing
67. Making Production Cloud HPC easy from 64 cores to
…
Pharma
Johnson &
Johnson
Manufacturing
HGST, a Western
Digital Company
Financial Services
Pacific Life Insurance
Genomics
Life Technologies
Research
The Aerospace
Corporation
… 156,314 cores for better solar panel materials for $33k, not $68M
Amazon EC2
16,788 Spot
Instances
Amazon S3
4TB
Processed
Spot Instances
on all 8 Regions
1.21 PetaFLOPS
Intel SandyBridge
on CC2
70. • O Operador Nacional do Sistema Elétrico
(ONS) é uma empresa privada, responsável
pelo planejamento e operação da geração e
transmissão de energia elétrica no Sistema
Interligado Nacional (SIN).
• Com cerca de 800 funcionários, em 5
localidades (Rio de Janeiro, Recife,
Florianópolis e Brasília), o ONS é uma
empresa intensiva em informações com uso
contínuo de modelos matemáticos que requer
HPC (High Performance Computing e Big
Data)
“A Amazon Web Services permite provisionar clusters de alto
desempenho em minutos, reduzindo significantemente o
tempo total de processamento”.
“Com isso,
percebemos que a
AWS transforma
High Performance
Computers em High
Performance
Customers”
- Sérgio Mafra
71.
72. O SIN atende 98% do
consumo de eletricidade
do Brasil.
SIN - Sistema Elétrico Brasileiro
Sistemas
Isolados
Amazônia Legal
2% do Mercado
Predominantement
e Térmico
+ 300 localidades
isoladas
-
Modelo predominantemente
hidroelétrico com grandes
reservatórios e
grandes interligações.
73. O Desafio
• Prover ao ONS uma plataforma de maior
capacidade de processamento, permitindo
obter uma redução no tempo de solução
dos modelos matemáticos, com custo
adequado ao tempo de utilização, de fácil
gestão do ambiente em cluster e que fosse
transparente para a organização.
• Permitir o “time-to-market” para a área de
TI, detendo o conhecimento e a
responsividade às demandas inesperadas
provenientes das áreas da organização.
“Scotty, We Need More Power”
74. Benefícios alcançados
• Redução de cerca de 40% no tempo de
resolução dos modelos matemáticos de
planejamento eletro-energéticos, com
custo 30% inferior.
• Condição de analisar 5 estratégias de
utilização dos modelos Newave/Decomp
em prazo recorde (1 semana), com a
execução de 600 casos. O prazo on-
premises seria de 3 semanas, incompatível
com o compromisso acordado com o MME.
Virtual Private Cloud
Work
Controlador
Internet/
AWS
10.24.0.0/2410.24.1.0/24
10.21.0.0/16
75. Benefícios alcançados
• “Uau... 40 minutos para 4 minutos !!!!”
• “Agora vou usar todos os parâmetros de
cálculo para ter um estudo mais completo”
• “Salta 4 x 80 para agora !!!”
• “Obrigado por poder sair 2 horas mais
cedo. Todos os casos já rodaram”
• “Rodamos o estudo em 2 minutos. O
sistema pode ser operacional e vai virar
caso internacional de sucesso”
77. Armazenamento Anual do SMSF
2013
• 8,5 TB
2015
• 70 TB
2018
• 120 TB
2022
• 312 TB
Big Data
Data
Coleta estimada para apenas 7
grandezas de medida
Volume total do Storage
do DC do Rio em 2013
78. Histórico
1 Tb
Cluster Hadoop
OpenPDC
Coletor
Master
Nó 1
Nó 3
Nó N
Nó 2
HDFS
HDFS
HDFS
HDFS
S3
Armazenador
Glacier
Historiador
Glacier
Glacier
Glacier
Glacier
Analytics
PMUs
Controlador
Processamento
Arquitetura
EM ESTUDO
82. AWS Online Software Store
http://aws.amazon.com/marketplace
Big Data Case Studies
Learn from other AWS customers
https://aws.amazon.com/solutions/case-
studies/big-data
83. AWS Online Software Store
https://aws.amazon.com/marketplace
AWS Marketplace
84. AWS Online Software Store
http://aws.amazon.com/marketplace
AWS Public Data Sets
Free access to big data sets
https://aws.amazon.com/publicdatasets
85. AWS Online Software Store
AWS Big Data Test Drives
APN Partner-provided labs
https://aws.amazon.com/testdrive/bigdata