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	<title>AWS Blog</title>
	
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		<title>AWS Partner Webinar Series – September &amp; October 2017</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/yEt3CgKnGDg/</link>
		
		<pubDate>Thu, 14 Sep 2017 21:12:03 +0000</pubDate>
		<dc:creator><![CDATA[Sara Rodas]]></dc:creator>
				<category><![CDATA[Announcements]]></category>
		<category><![CDATA[Education]]></category>
		<category><![CDATA[Webinars]]></category>

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		<description>The wait is over. September and October’s Partner Webinars have officially arrived! In case you missed the intro last month,&amp;nbsp;the AWS Partner Webinar Series is a selection of live and recorded presentations covering a broad range of topics at varying technical levels and scale. A little different from our AWS Online TechTalks, each AWS Partner […]</description>
				<content:encoded><![CDATA[<p>The wait is over. September and October’s Partner Webinars have officially arrived! In case you missed the intro last month,&nbsp;the <a href="https://aws.amazon.com/webinars/partner-webinar-series/">AWS Partner Webinar Series</a> is a selection of live and recorded presentations covering a broad range of topics at varying technical levels and scale. A little different from our <a href="https://aws.amazon.com/about-aws/events/monthlywebinarseries/">AWS Online TechTalks</a>, each AWS Partner Webinar is hosted by an AWS solutions architect and an <a href="https://aws.amazon.com/partners/competencies/">AWS Competency Partner</a> who has successfully helped customers evaluate and implement the tools, techniques, and technologies of AWS.</p> 
<p>&nbsp;</p> 
<p><a href="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2017/08/15/Partner_Webinar_Series_Header.png"><img class="alignnone size-full wp-image-20520" src="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2017/08/15/Partner_Webinar_Series_Header.png" alt="" width="1121" height="316" /></a></p> 
<p>&nbsp;</p> 
<p><strong>September &amp; October Partner Webinars:</strong></p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>SAP Migration</strong></span><br /> <strong>Velocity:</strong> <a href="https://pages.awscloud.com/migration-velocity-sept2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_awspartner_ipc_20170802&amp;sc_publisher=aws&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001ISO4&amp;trk=aws_website_blog">How EIS Reduced Costs by 20% and Optimized SAP by Leveraging the Cloud</a><br /> September 19, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><strong>Mactores:</strong> <a href="https://pages.awscloud.com/migration-mactores-sept2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_awspartner_ipc_20170802&amp;sc_publisher=aws&amp;sc_content=awspartner_wew_partnermkt&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001ISO9&amp;trk=aws_website_blog">SAP on AWS: How UCT is Experiencing Better Performance on AWS While Saving 60% in Infrastructure Costs with Mactores</a><br /> September 19, 2017 | 1:00 PM PDT</p> 
<p>&nbsp;</p> 
<p><strong>Accenture:</strong> <a href="https://pages.awscloud.com/migration-accenture-sept2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_awspartner_ipc_20170802&amp;sc_publisher=aws&amp;sc_content=awspartner_wew_partnermkt&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001ISMS&amp;trk=aws_website_blog">Reduce Operating Costs and Accelerate Efficiency by Migrating Your SAP Applications to AWS with Accenture</a><br /> September 20, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><strong>Capgemini:&nbsp;</strong><a href="https://pages.awscloud.com/migration-capgemini-sept2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_awspartner_ipc_20170802&amp;sc_publisher=aws&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001ISNu&amp;trk=aws_website_blog">Accelerate your SAP HANA Migration with Capgemini &amp; AWS FAST</a><br /> September 21, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Salesforce</strong></span><br /> <strong>Salesforce IoT:</strong> <a href="https://pages.awscloud.com/iot-salesforce-sept2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_sfdc-iot-oct2017_20170823&amp;sc_publisher=aws&amp;sc_content=awspartner_wew_partnermkt&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001Ibhj&amp;trk=aws_website_blog">Monetize your IOT Investment with Salesforce and AWS</a><br /> September 27, 2017 | 10:00 am PDT</p> 
<p>&nbsp;</p> 
<p><strong>Salesforce Heroku:</strong>&nbsp;<a href="https://pages.awscloud.com/salesforce-heroku-oct2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_sfdc-iot-oct2017_20170823&amp;sc_publisher=aws&amp;sc_content=awspartner_wew_partnermkt&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001Ibhy&amp;trk=aws_website_blog">Build Engaging Applications with Salesforce Heroku and AWS</a><br /> October 10, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Windows Migration</strong></span><br /> <strong>Cascadeo:</strong> <a href="https://pages.awscloud.com/migration-cascadeo-sept2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEBINAR_awspartner_ipc_20170802&amp;sc_publisher=aws&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001ISOO&amp;trk=aws_website_blog">How a National Transportation Software Provider Migrated a Mission-Critical Test Infrastructure to AWS with Cascadeo</a><br /> September 26, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><strong>Datapipe:</strong> <a href="https://pages.awscloud.com/migration-datapipe-sept2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEBINAR_awspartner_ipc_20170802&amp;sc_publisher=aws&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001ISOE&amp;trk=aws_website_blog">Optimize App Performance and Security by Managing Microsoft Workloads on AWS with Datapipe</a><br /> September 27, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><strong>Datavail:</strong> <a href="https://pages.awscloud.com/migration-datavail-sept2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEBINAR_awspartner_ipc_20170802&amp;sc_publisher=aws&amp;sc_content=awspartner_wew_partnermkt&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001ISMc&amp;trk=aws_website_blog">Datavail Accelerates AWS Adoption for Sony DADC New Media Solutions</a><br /> September 28, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Life Sciences</strong></span></p> 
<p><strong>SAP, Deloitte &amp; Turbot:&nbsp;</strong><a href="https://pages.awscloud.com/compliance-lifesciences-oct2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_compliance-lifesciences-oct2017_20170821&amp;sc_publisher=aws&amp;sc_content=awspartner_wew_partnermkt&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001Ib64&amp;trk=aws_website_blog">Life Sciences Compliance on AWS</a><br /> October 4, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><b><span style="text-decoration: underline">Healthcare</span><br /> </b></p> 
<p><strong>AWS, ClearData &amp; Cloudticity:&nbsp;</strong><a href="https://pages.awscloud.com/healthcare-hipaa-apn-oct2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_healthcare-compliance-oct2017_20170814&amp;sc_publisher=aws&amp;sc_content=awspartner_wew_partnermkt&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001IWlA&amp;trk=aws_website_blog">Healthcare Compliance on AWS&nbsp;</a><br /> October 5, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Storage</strong></span></p> 
<p><strong>N2WS:</strong>&nbsp;<a href="https://pages.awscloud.com/backup-n2ws-oct2017.html?sc_channel=em&amp;sc_campaign=n2ws&amp;sc_publisher=aws&amp;sc_content=awspartner_wew_partnermkt&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001IWEk&amp;trk=aws_internal_blog_jeffbarr">Learn How Goodwill Industries Ensures 24/7 Data Availability on AWS</a><br /> October 10, 2017 | 8:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><strong><span style="text-decoration: underline">Big Data</span></strong></p> 
<p><strong>Zoomdata: </strong><a href="https://pages.awscloud.com/bigdata-zoomdata-october2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_bigdata-oct2017_20170823&amp;sc_publisher=aws&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001IWEQ&amp;trk=aws_internal_blog_jeffbarr">Taking Complexity Out of Data Science with AWS and Zoomdata</a><br /> October 10, 2017 | 10:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><strong>Attunity:</strong>&nbsp;<a href="https://pages.awscloud.com/bigdata-attunity-oct2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_bigdata-oct2017_20170823&amp;sc_publisher=aws&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001IWCt&amp;trk=aws_website_blog">Cardinal Health: Moving Data to AWS in Real-Time with Attunity&nbsp;</a><br /> October 11, 2017 | 11:00 AM PDT</p> 
<p>&nbsp;</p> 
<p><strong>Splunk:&nbsp;</strong><a href="https://pages.awscloud.com/bigdata-splunk-oct2017.html?sc_channel=em&amp;sc_campaign=AWS_Partner_namer_WEW_bigdata-oct2017_20170823&amp;sc_publisher=aws&amp;sc_country=us&amp;sc_geo=namer&amp;sc_category=mult&amp;sc_outcome=awspartner&amp;source=em_70138000001IWAn&amp;trk=aws_internal_blog_jeffbarr">How TrueCar Gains Actionable Insights with Splunk Cloud</a><br /> October 18, 2017 | 9:00 AM PDT</p><div class="feedflare">
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		<title>Prime Day 2017 – Powered by AWS</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/XA26D3DOhrg/</link>
		<pubDate>Thu, 14 Sep 2017 14:45:39 +0000</pubDate>
		<dc:creator><![CDATA[Jeff Barr]]></dc:creator>
				<category><![CDATA[Case Studies]]></category>

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		<description>The third annual Prime Day set another round of records for global orders, topping Black Friday and Cyber Monday, making it the biggest day in Amazon retail history. Over the course of the 30 hour event, tens of millions of Prime members purchased things like Echo Dots, Fire tablets, programmable pressure cookers, espresso machines, rechargeable […]</description>
				<content:encoded><![CDATA[<p>The third annual <a href="https://www.amazon.com/b?ie=UTF8&amp;node=13887280011">Prime Day</a> set another round of records for global orders, topping Black Friday and Cyber Monday, making it the biggest day in Amazon retail history. Over the course of the 30 hour event, tens of millions of Prime members purchased things like <a href="https://www.amazon.com/dp/B015TJD0Y4">Echo Dots</a>, <a href="https://www.amazon.com/Amazon-Fire-Tablet-Family/b?ie=UTF8&amp;node=6669703011">Fire tablets</a>, <a href="https://www.amazon.com/dp/B01B1VC13K">programmable pressure cookers</a>, espresso machines, rechargeable batteries, and much more! July 11th also set a record for the number of new Prime memberships, as people signed up in order to take advantage of hundreds of thousands of deals. Amazon customers shopped online and made heavy use of the <a href="https://www.amazon.com/gp/feature.html?docId=1000625601">Amazon App</a>, with mobile orders more than doubling from last Prime Day.</p> 
<p><span style="text-decoration: underline"><strong>Powered by AWS</strong></span><br /> Last year I told you about <a href="https://aws.amazon.com/blogs/aws/how-aws-powered-amazons-biggest-day-ever/">How AWS Powered Amazon’s Biggest Day Ever</a>, and shared what the team had learned with regard to preparation, automation, monitoring, and thinking big. All of those lessons still apply and you can read that post to learn more. Preparation for this year’s Prime Day (which started just days after Prime Day 2016 wrapped up) started by collecting and sharing best practices and identifying areas for improvement, proceeding to implementation and stress testing as the big day approached. Two of the best practices involve auditing and GameDay:</p> 
<p><strong>Auditing</strong> – This is a formal way for us to track preparations, identify risks, and to track progress against our objectives. Each team must respond to a series of detailed technical and operational questions that are designed to help them determine their readiness. On the technical side, questions could revolve around time to recovery after a database failure, including the all-important check of the TTL (time to live) for the CNAME. Operational questions address schedules for on-call personnel, points of contact, and ownership of services &amp; instances.</p> 
<p><strong>GameDay</strong> – This practice (which I believe originated with former Amazonian <a href="https://en.wikipedia.org/wiki/Jesse_Robbins">Jesse Robbins</a>), is intended to validate all of the capacity planning &amp; preparation and to verify that all of the necessary operational practices are in place and work as expected. It introduces simulated failures and helps to train the team to identify and quickly resolve issues, building muscle memory in the process. It also tests failover and recovery capabilities, and can expose latent defects that are lurking under the covers. GameDays help teams to understand scaling drivers (page views, orders, and so forth) and gives them an opportunity to test their scaling practices. To learn more, read <a href="http://queue.acm.org/detail.cfm?id=2371297">Resilience Engineering: Learning to Embrace Failure</a> or watch the video: <a href="https://www.youtube.com/watch?v=zoz0ZjfrQ9s">GameDay: Creating Resiliency Through Destruction</a>.</p> 
<p><span style="text-decoration: underline"><strong>Prime Day 2017 Metrics</strong></span><br /> So, how did we do this year?</p> 
<p>The AWS teams checked their dashboards and log files, and were happy to share their metrics with me. Here are a few of the most interesting ones:</p> 
<p><strong>Block Storage </strong>– Use of <a href="https://aws.amazon.com/ebs/" title="">Amazon Elastic Block Store (EBS)</a> grew by 40% year-over-year, with aggregate data transfer jumping to 52 petabytes (a 50% increase) for the day and total I/O requests rising to 835 million (a 30% increase). The team told me that they loved the elasticity of EBS, and that they were able to ramp down on capacity after Prime Day concluded instead of being stuck with it.</p> 
<p><strong>NoSQL Database – </strong><a href="https://aws.amazon.com/dynamodb/" title="">Amazon DynamoDB</a> requests from Alexa, the Amazon.com sites, and the Amazon fulfillment centers totaled 3.34 trillion, peaking at 12.9 million per second. According to the team, the extreme scale, consistent performance, and high availability of DynamoDB let them meet needs of Prime Day without breaking a sweat<strong>.</strong></p> 
<p><strong>Stack Creation</strong> – Nearly 31,000 <a href="https://aws.amazon.com/cloudformation/" title="">AWS CloudFormation</a> stacks were created for Prime Day in order to bring additional AWS resources on line.</p> 
<p><strong>API Usage – </strong><a href="https://aws.amazon.com/cloudtrail/" title="">AWS CloudTrail</a> processed over 50 billion events and tracked more than 419 billion calls to various AWS APIs, all in support of Prime Day.</p> 
<p><strong>Configuration Tracking</strong> – <a href="https://aws.amazon.com/config/" title="">AWS Config</a> generated over 14 million Configuration items for AWS resources.</p> 
<p><span style="text-decoration: underline"><strong>You Can Do It</strong></span><br /> Running an event that is as large, complex, and mission-critical as Prime Day takes a lot of planning. If you have an event of this type in mind, please take a look at our new <a href="https://d0.awsstatic.com/whitepapers/aws-infrastructure-event-readiness.pdf">Infrastructure Event Readiness</a> white paper. Inside, you will learn how to design and provision your applications to smoothly handle planned scaling events such as product launches or seasonal traffic spikes, with sections on automation, resiliency, cost optimization, event management, and more.</p> 
<p>— <a href="https://twitter.com/jeffbarr">Jeff</a>;</p> 
<p>&nbsp;</p><div class="feedflare">
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		<title>Now Available – EC2 Instances with 4 TB of Memory</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/o6BwS6UfYho/</link>
		<pubDate>Wed, 13 Sep 2017 23:58:17 +0000</pubDate>
		<dc:creator><![CDATA[Jeff Barr]]></dc:creator>
				<category><![CDATA[Amazon EC2]]></category>

		<guid isPermaLink="false">51b425d859b928c2297648efa06f6963c94602c4</guid>
		<description>Earlier this year I told you about our plan to launch EC2 instances with up to 16 TB of memory. Today I am happy to announce that the new x1e.32xlarge instances with 4 TB of DDR4 memory are available in four AWS Regions. As I wrote in my earlier post, these instances are designed to […]</description>
				<content:encoded><![CDATA[<p>Earlier this year I told you about <a href="https://aws.amazon.com/blogs/aws/ec2-in-memory-processing-update-instances-with-4-to-16-tb-of-memory-scale-out-sap-hana-to-34-tb/">our plan</a> to launch EC2 instances with up to 16 TB of memory. Today I am happy to announce that the new <strong>x1e.32xlarge</strong> instances with 4 TB of DDR4 memory are available in four AWS Regions. As I wrote in my earlier post, these instances are designed to run SAP HANA and other memory intensive, in-memory applications. Many of our customers are already running production SAP applications on the existing <strong>x1.32xlarge</strong> instances. With today’s launch, these customers can now store and process far larger data sets, making them a great fit for larger production deployments.</p> 
<p>Like the <strong>x1.32xlarge</strong>, the <strong>x1e.32xlarge</strong> is powered by quad socket Intel Xeon E7 8880 v3 Haswell processors running at 2.3GHz (128 vCPUs), with large L3 caches, plenty of memory bandwidth, and support for C-state and P-state management.</p> 
<p>On the network side, the instances offer up to 25 Gbps of network bandwidth when launched within an EC2 placement group, powered by the <a href="https://aws.amazon.com/blogs/aws/elastic-network-adapter-high-performance-network-interface-for-amazon-ec2/">Elastic Network Adapter</a> (ENA), with support for up to 8 <a href="https://aws.amazon.com/blogs/aws/new-elastic-network-interfaces-in-the-virtual-private-cloud/">Elastic Network Interfaces</a> (ENIs) per instance. The instances are EBS-optimized by default, with an additional 14 Gbps of dedicated bandwidth to your EBS volumes, and support for up to 80,000 IOPS per instance. Each instance also includes a pair of 1,920 GB SSD volumes.</p> 
<p><span style="text-decoration: underline"><strong>A Few Notes</strong></span><br /> Here are a couple of things to keep in mind regarding the <strong>x1e.32xlarge</strong>:</p> 
<p><strong>SAP Certification</strong> – The <strong>x1e.32xlarge</strong> instances are our largest cloud-native instances certified and supported by SAP for&nbsp;production HANA deployments of SAP Business Suite on HANA (SoH), SAP Business Warehouse on HANA (BWoH), and the next-generation SAP S/4HANA ERP and SAP BW/4HANA data warehouse solution. If you are already running SAP HANA workloads on smaller X1 instances, scaling up will be quick and easy. The <a href="http://docs.aws.amazon.com/quickstart/latest/sap-hana/welcome.html">SAP HANA on the AWS Cloud Quick Start Reference Deployment</a> has been updated and will help you to set up a deployment that follows SAP and AWS standards for high performance and reliability. The <a href="https://www.sap.com/dmc/exp/2014-09-02-hana-hardware/enEN/iaas.html#categories=Amazon%20Web%20Services">SAP HANA Hardware Directory</a> and the <a href="https://www.sap.com/about/benchmark/sizing.html">SAP HANA Sizing Guidelines</a> are also relevant.</p> 
<p><strong>Reserved Instances</strong> – The regional size flexibility for Reserved Instances does not apply across <strong>x1</strong> and <strong>x1e</strong>.</p> 
<p><span style="text-decoration: underline"><strong>Now Available</strong></span><br /> The <strong>x1e.32xlarge</strong> instances can be launched in On-Demand and Reserved Instance form via the <a href="https://console.aws.amazon.com" title="">AWS Management Console</a>, <a href="https://aws.amazon.com/cli/" title="">AWS Command Line Interface (CLI)</a>, <a href="https://aws.amazon.com/tools/" title="">AWS SDKs</a>, and <a href="https://aws.amazon.com/marketplace/" title="">AWS Marketplace</a> in the <span title="">US East (Northern Virginia)</span>, <span title="">US West (Oregon)</span>, <span title="">EU (Ireland)</span>, and <span title="">Asia Pacific (Tokyo)</span> Regions.</p> 
<p>I would also like to make you aware of a couple of other upgrades to the X1 instances:</p> 
<p><strong>EBS</strong> – As part of today’s launch, existing X1 instances also support up to 14 Gbps of dedicated bandwidth to EBS, along with 80,000 IOPS per instance.</p> 
<p><strong>Network</strong> – Earlier this week, <a href="https://aws.amazon.com/about-aws/whats-new/2017/09/announcing-improved-networking-performance-for-amazon-ec2-instances/">we announced</a> that existing <strong>x1.32xlarge</strong> instances also support up to 25 Gbps of network bandwidth within placement groups.</p> 
<p>— <a href="https://twitter.com/jeffbarr">Jeff</a>;</p><div class="feedflare">
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		<title>New Network Load Balancer – Effortless Scaling to Millions of Requests per Second</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/JbWO1awSSdI/</link>
		
		<pubDate>Thu, 07 Sep 2017 22:42:19 +0000</pubDate>
		<dc:creator><![CDATA[Jeff Barr]]></dc:creator>
				<category><![CDATA[Elastic Load Balancing]]></category>

		<guid isPermaLink="false">26076f21eeae9458cf50365c2c61ef9f736c38ab</guid>
		<description>(ELB) has been an important part of AWS since 2009, when it was launched as part of a three-pack that also included and . Since that time we have added many features, and also introduced the Application Load Balancer. Designed to support application-level, content-based routing to applications that run in containers, Application Load Balancers pair […]</description>
				<content:encoded><![CDATA[<p><img style="float: right;padding-left: 8px;padding-bottom: 8px" src="https://media.amazonwebservices.com/blog/2017/nlb_con_menu_1.png" /><a href="https://aws.amazon.com/elasticloadbalancing" title="">Elastic Load Balancing</a> (ELB) has been an important part of AWS since 2009, when it was <a href="https://aws.amazon.com/blogs/aws/new-aws-load-balancing-automatic-scaling-and-cloud-monitoring-services/">launched</a> as part of a three-pack that also included <a href="https://aws.amazon.com/autoscaling" title="">Auto Scaling</a> and <a href="https://aws.amazon.com/cloudwatch/" title="">Amazon CloudWatch</a>. Since that time we have added many features, and also introduced the <a href="https://aws.amazon.com/blogs/aws/new-aws-application-load-balancer/">Application Load Balancer</a>. Designed to support application-level, content-based routing to applications that run in containers, Application Load Balancers pair well with microservices, streaming, and real-time workloads.</p> 
<p>Over the years, our customers have used ELB to support web sites and applications that run at almost any scale — from simple sites running on a T2 instance or two, all the way up to complex applications that run on large fleets of higher-end instances and handle massive amounts of traffic. Behind the scenes, ELB monitors traffic and automatically scales to meet demand. This process, which includes a generous buffer of headroom, has become quicker and more responsive over the years and works well even for our customers who use ELB to support live broadcasts, “flash” sales, and holidays. However, in some situations such as instantaneous fail-over between regions, or extremely spiky workloads, we have worked with our customers to pre-provision ELBs in anticipation of a traffic surge.</p> 
<p><span style="text-decoration: underline"><strong>New Network Load Balancer</strong></span><br /> Today we are introducing the new Network Load Balancer (NLB). It is designed to handle tens of millions of requests per second while maintaining high throughput at ultra low latency, with no effort on your part. The Network Load Balancer is API-compatible with the Application Load Balancer, including full programmatic control of Target Groups and Targets. Here are some of the most important features:</p> 
<p><strong>Static IP Addresses</strong> – Each Network Load Balancer provides a single IP address for each VPC subnet in its purview. If you have targets in a subnet in <strong>us-west-2a</strong> and other targets in a subnet in <strong>us-west-2c</strong>, NLB will create and manage two IP addresses (one per subnet); connections to that IP address will spread traffic across the instances in the subnet. You can also specify an existing Elastic IP for each subnet for even greater control. With full control over your IP addresses, Network Load Balancer can be used in situations where IP addresses need to be hard-coded into DNS records, customer firewall rules, and so forth.</p> 
<p><strong>Zonality – </strong>The IP-per-subnet feature reduces latency with improved performance, improves availability through isolation and fault tolerance and makes the use of Network Load Balancers transparent to your client applications. Network Load Balancers also attempt to route a series of requests from a particular source to targets in a single subnet while still allowing automatic failover.</p> 
<p><strong>Source Address Preservation</strong> – With Network Load Balancer, the original source IP address and source ports for the incoming connections remain unmodified, so application software need not support <strong>X-Forwarded-For, </strong>proxy protocol<strong>,</strong> or other workarounds. This also means that normal firewall rules, including VPC Security Groups, can be used on targets.</p> 
<p><strong>Long-running Connections</strong> – NLB handles connections with built-in fault tolerance, and can handle connections that are open for months or years, making them a great fit for IoT, gaming, and messaging applications.</p> 
<p><strong>Failover</strong> – Powered by <a href="http://docs.aws.amazon.com/Route53/latest/DeveloperGuide/dns-failover.html">Route 53 health checks</a>, NLB supports failover between IP addresses within and across regions.</p> 
<p><span style="text-decoration: underline"><strong>Creating a Network Load Balancer</strong></span><br /> I can create a Network Load Balancer opening up the EC2 Console, selecting <strong>Load Balancers</strong>, and clicking on <strong>Create Load Balancer</strong>:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/nlb_choose_type_2.png" /></p> 
<p>I choose Network Load Balancer and click on <strong>Create,</strong> then enter the details. I can choose an Elastic IP address for each subnet in the target VPC and I can tag the Network Load Balancer:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/nlb_config_step1_1.png" width="900" height="874" /></p> 
<p>Then I click on Configure Routing and create a new target group. I enter a name, and then choose the protocol and port. I can also set up health checks that go to the traffic port or to the alternate of my choice:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/nlb_config_step2_targeting_2.png" width="900" height="528" /></p> 
<p>Then I click on <strong>Register Targets</strong> and the EC2 instances that will receive traffic, and click on <strong>Add to registered</strong>:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/nlb_config_step3_pick_targets_1.png" width="900" height="690" /></p> 
<p>I make sure that everything looks good and then click on <strong>Create</strong>:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/nlb_config_review_1.png" width="896" height="517" /></p> 
<p>The state of my new Load Balancer is <strong>provisioning</strong>, switching to <strong>active</strong> within a minute or so:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/nlb_lbs_configuring_1.png" width="598" height="260" /></p> 
<p>For testing purposes, I simply grab the DNS name of the Load Balancer from the console (in practice I would use <a href="https://aws.amazon.com/route53/" title="">Amazon Route 53</a> and a more friendly name):</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/nlb_lb_dns_1.png" width="827" height="402" /></p> 
<p>Then I sent it a ton of traffic (I intended to let it run for just a second or two but got distracted and it created a huge number of processes, so this was a happy accident):</p> 
<pre><code class="lang-bash">$ while true;
&gt; do
&gt;   wget http://nlb-1-6386cc6bf24701af.elb.us-west-2.amazonaws.com/phpinfo2.php &amp;
&gt; done
</code></pre> 
<p>A more disciplined test would use a tool like <a href="https://github.com/newsapps/beeswithmachineguns">Bees with Machine Guns</a>, of course!</p> 
<p>I took a quick break to let some traffic flow and then checked the CloudWatch metrics for my Load Balancer, finding that it was able to handle the sudden onslaught of traffic with ease:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/nlb_metrics_1.png" width="900" height="748" /></p> 
<p>I also looked at my EC2 instances to see how they were faring under the load (really well, it turns out):</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/nlb_ec2_fine_2.png" width="887" height="573" /></p> 
<p>It turns out that my colleagues did run a more disciplined test than I did. They set up a Network Load Balancer and backed it with an Auto Scaled fleet of EC2 instances. They set up a second fleet composed of hundreds of EC2 instances, each running Bees with Machine Guns and configured to generate traffic with highly variable request and response sizes. Beginning at 1.5 million requests per second, they quickly turned the dial all the way up, reaching over 3 million requests per second and 30 Gbps of aggregate bandwidth before maxing out their test resources.</p> 
<p><span style="text-decoration: underline"><strong>Choosing a Load Balancer</strong></span><br /> As always, you should consider the needs of your application when you choose a load balancer. Here are some guidelines:</p> 
<p><strong>Network Load Balancer (NLB) – I</strong>deal for load balancing of TCP traffic, NLB is capable of handling millions of requests per second while maintaining ultra-low latencies. NLB is optimized to handle sudden and volatile traffic patterns while using a single static IP address per Availability Zone.</p> 
<p><strong>Application Load Balancer (ALB)</strong> – Ideal for advanced load balancing of HTTP and HTTPS traffic, ALB provides advanced request routing that supports modern application architectures, including microservices and container-based applications.</p> 
<p><strong>Classic Load Balancer (CLB)</strong> – Ideal for applications that were built within the EC2-Classic network.</p> 
<p>For a side-by-side feature comparison, see the <a href="http://aws.amazon.com/elasticloadbalancing/details/#compare">Elastic Load Balancer Details</a> table.</p> 
<p>If you are currently using a Classic Load Balancer and would like to migrate to a Network Load Balancer, take a look at our new <a href="https://github.com/aws/elastic-load-balancing-tools">Load Balancer Copy Utility</a>. This Python tool will help you to create a Network Load Balancer with the same configuration as an existing Classic Load Balancer. It can also register your existing EC2 instances with the new load balancer.</p> 
<p><span style="text-decoration: underline"><strong>Pricing &amp; Availability</strong></span><br /> Like the Application Load Balancer, pricing is based on Load Balancer Capacity Units, or LCUs. Billing is $0.006 per LCU, based on the highest value seen across the following dimensions:</p> 
<ul> 
 <li><strong>Bandwidth</strong> – 1 GB per LCU.</li> 
 <li><strong>New Connections</strong> – 800 per LCU.</li> 
 <li><strong>Active Connections</strong> – 100,000 per LCU.</li> 
</ul> 
<p>Most applications are bandwidth-bound and should see a cost reduction (for load balancing) of about 25% when compared to Application or Classic Load Balancers.</p> 
<p>Network Load Balancers are available today in all AWS commercial regions except <span title="">China (Beijing)</span>, supported by <a href="https://aws.amazon.com/cloudformation/" title="">AWS CloudFormation</a>, <a href="https://aws.amazon.com/autoscaling" title="">Auto Scaling</a>, and <a href="https://aws.amazon.com/ecs/" title="">Amazon ECS</a>.</p> 
<p>— <a href="https://twitter.com/jeffbarr">Jeff</a>;</p> 
<p>&nbsp;</p><div class="feedflare">
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		<title>AWS Online Tech Talks – September 2017</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/1GYAGP3JAPE/</link>
		
		<pubDate>Wed, 06 Sep 2017 16:24:46 +0000</pubDate>
		<dc:creator><![CDATA[Sara Rodas]]></dc:creator>
				<category><![CDATA[Amazon Cognito]]></category>
		<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[Amazon Elastic File System (EFS)]]></category>
		<category><![CDATA[Amazon Route 53]]></category>
		<category><![CDATA[Amazon S3]]></category>
		<category><![CDATA[AWS Big Data]]></category>
		<category><![CDATA[AWS Glue]]></category>
		<category><![CDATA[AWS Greengrass]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[DevOps]]></category>
		<category><![CDATA[Serverless]]></category>

		<guid isPermaLink="false">65d565751a77b9954711dc5f5ebd8162caae3518</guid>
		<description>As a school supply aficionado, the month of September has always held a special place in my heart. Nothing sets the tone for success like getting a killer deal on pens and a crisp college ruled notebook. Even if back to school shopping trips have secured a seat in your distant memory, this is still […]</description>
				<content:encoded><![CDATA[<p>As a school supply aficionado, the month of September has always held a special place in my heart. Nothing sets the tone for success like getting a killer deal on pens and a crisp college ruled notebook. Even if back to school shopping trips have secured a seat in your distant memory, this is still a perfect&nbsp;time of year to stock up on office supplies and set aside some time for flexing those learning muscles. A great way to get started: scan through our September Tech Talks and check out the ones that pique your interest. This month we are covering re:Invent, AI, and much more.</p> 
<p><a href="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2017/08/15/Tech-Talks-Graphic.png"><img class="alignnone size-full wp-image-20533" src="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2017/08/15/Tech-Talks-Graphic.png" alt="" width="2399" height="552" /></a></p> 
<p>September 2017 – Schedule</p> 
<p>Noted below are the upcoming scheduled live, online technical sessions being held during the month of September. Make sure to register ahead of time so you won’t miss out on these free talks conducted by AWS subject matter experts.</p> 
<p>Webinars featured this month are:</p> 
<p><span style="text-decoration: underline"><strong>Monday, September 11</strong></span></p> 
<p><strong>Databases</strong></p> 
<p>9:00 – 9:40 AM PDT: <a href="https://pages.awscloud.com/registration_091117_What-is-New-with-Amazon-DynamoDB.html">What’s New with Amazon DynamoDB</a></p> 
<p><strong>Serverless</strong></p> 
<p>10:30 – 11:10 AM PDT: <a href="https://pages.awscloud.com/registration_091117_Local-Testing-and-Deployment-Best-Practices-for-Serverless-Applications.html">Local Testing and Deployment Best Practices for Serverless Applications</a></p> 
<p><strong>Containers</strong></p> 
<p>12:00 – 12:40 PM PDT: <a href="https://pages.awscloud.com/registration_091117_Managing-Secrets-for-Containers-with-Amazon-ECS.html">Managing Secrets for Containers with Amazon ECS</a></p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Tuesday, September 12</strong></span></p> 
<p><strong>re:Invent</strong></p> 
<p>9:00 – 9:40 AM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_091217_Get-Ready-for-re-Invent-2017-Content-Overview.html">Get Ready for re:Invent 2017 Content Overview</a></p> 
<p><strong>Mobile</strong></p> 
<p>10:30 – 11:10 AM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_091217_Deep-Dive-on-User-Sign-up-and-Sign-in-with-Amazon-Cognito.html">Deep Dive on User Sign-up and Sign-in with Amazon Cognito</a></p> 
<p><strong>Management Tools</strong></p> 
<p>12:00 – 12:40 PM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_091217_Using-CloudTrail-to-Enhance-Compliance-and-Governance-of-S3.html">Using CloudTrail to Enhance Compliance and Governance of S3</a></p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Wednesday, September 13</strong></span></p> 
<p><strong>Big Data</strong></p> 
<p>9:00 – 9:40 AM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_091317_Best-Practices-for-Processing-Managed-Hadoop-Workloads.html">Best Practices for Processing Managed Hadoop Workloads</a></p> 
<p><strong>Databases</strong></p> 
<p>10:30 – 11:10 AM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_091317_Migrating-Your-Oracle-Database-to-PostgreSQL.html">Migrating Your Oracle Database to PostgreSQL</a></p> 
<p><strong>DevOps</strong></p> 
<p>12:00 – 12:40 PM PDT: <a href="https://pages.awscloud.com/registration_091317_Configuration-Management-in-the-Cloud.html">Configuration Management in the Cloud</a></p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Thursday, September 14</strong></span></p> 
<p><strong>Big Data</strong></p> 
<p>9:00 – 9:40 AM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_091417_Tackle-Your-Dark-Data-Challenge-with-AWS-Glue.html">Tackle Your Dark Data Challenge with AWS Glue</a></p> 
<p><strong>Databases</strong></p> 
<p>10:30 – 11:10 AM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_091417_Deep-Dive-on-MySQL-Databases-on-AWS.html">Deep Dive on MySQL Databases on AWS</a></p> 
<p><strong>Compute</strong></p> 
<p>12:00 – 12:40 PM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_091417_Using-AWS-Batch-and-AWS-Step-Functions-to-Design-and-Run-High-Throughput-Workflows.html">Using AWS Batch and AWS Step Functions to Design and Run High-Throughput Workflows</a></p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Tuesday, September 26</strong></span></p> 
<p><strong>AI</strong></p> 
<p>9:00 – 9:40 AM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_092617_An-Overview-of-AI-on-the-AWS-Platform.html">An Overview of AI on the AWS Platform</a></p> 
<p>10:30 – 11:10 AM PDT: <a href="https://pages.awscloud.com/registration_092617_Introduction-to-Generative-Adversarial-Networks-GAN-with-Apache-MXNet.html">Introduction to Generative Adversarial Networks (GAN) with Apache MXNet</a></p> 
<p><strong>Storage</strong></p> 
<p>12:00 – 12:40 PM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_092617_Revolutionizing-Backup-Recovery-Using-Amazon-S3.html">Revolutionizing Backup &amp; Recovery Using Amazon S3</a></p> 
<p><strong>Enterprise</strong></p> 
<p>2:00 – 2:40 PM PDT: <a href="https://pages.awscloud.com/registration_092617_Securing-Your-Desktops-with-Amazon-WorkSpaces.html">Securing Your Desktops with Amazon WorkSpaces</a></p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Wednesday, September 27</strong></span></p> 
<p><strong>Security &amp; Identity</strong></p> 
<p>9:00 – 9:40 AM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_092717_Advanced-DNS-Traffic-Management-using-Amazon-Route-53.html">Advanced DNS Traffic Management using Amazon Route 53</a></p> 
<p><strong>Storage</strong></p> 
<p>10:30 – 11:10 AM PDT: <a href="https://pages.awscloud.com/registration_092717_Deep-Dive-on-Amazon-EFS-with-Encryption.html">Deep Dive on Amazon EFS (with Encryption)</a></p> 
<p><strong>Hands on Lab</strong></p> 
<p>12:30 – 2:00 PM PDT: <a href="https://pages.awscloud.com/registration_092717_Hands-on-Lab-Windows-Workloads.html">Hands on Lab: Windows Workloads</a></p> 
<p>&nbsp;</p> 
<p><span style="text-decoration: underline"><strong>Thursday, September 28</strong></span></p> 
<p><strong>Security &amp; Identity</strong></p> 
<p>9:00 – 9:40 AM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_092817_How-to-use-AWS-WAF-to-Mitigate-OWASP-Top-10-Attacks.html">How to use AWS WAF to Mitigate OWASP Top 10 attacks</a></p> 
<p><strong>IoT</strong></p> 
<p>10:30 – 11:10 AM PDT: <a href="https://pages.awscloud.com/registration_092817_AWS-Greengrass-Technical-Deep-Dive-with-Demo.html">AWS Greengrass Technical Deep Dive with Demo</a></p> 
<p><strong>Hands on Lab</strong></p> 
<p>1:00 – 1:40 PM PDT:&nbsp;<a href="https://pages.awscloud.com/registration_092817_Design-Deploy-and-Optimize-SQL-Server-on-AWS.html">Design, Deploy, and Optimize SQL Server on AWS</a></p> 
<p>&nbsp;</p> 
<p>The&nbsp;AWS Online Tech Talks&nbsp;series covers a broad range of topics at varying technical levels. These sessions feature live demonstrations &amp; customer examples led by AWS engineers and Solution Architects. Check out the AWS&nbsp;YouTube channel&nbsp;for more on-demand webinars on AWS technologies.</p> 
<p>– Sara</p><div class="feedflare">
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		<title>New – Application Load Balancing via IP Address to  AWS &amp; On-Premises Resources</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/M8lxH7VObgI/</link>
		
		<pubDate>Thu, 31 Aug 2017 21:11:29 +0000</pubDate>
		<dc:creator><![CDATA[Jeff Barr]]></dc:creator>
				<category><![CDATA[Amazon EC2]]></category>
		<category><![CDATA[Amazon Elastic Load Balancer]]></category>

		<guid isPermaLink="false">f918c66249644b560d0badfbac0d91319a487260</guid>
		<description>I told you about the new AWS Application Load Balancer last year and showed you how to use it to do implement Layer 7 (application) routing to EC2 instances and to microservices running in containers. Some of our customers are building hybrid applications as part of a longer-term move to AWS. These customers have told […]</description>
				<content:encoded><![CDATA[<p>I told you about the <a href="https://aws.amazon.com/blogs/aws/new-aws-application-load-balancer/">new AWS Application Load Balancer</a> last year and showed you how to use it to do implement Layer 7 (application) routing to EC2 instances and to microservices running in containers.</p> 
<p>Some of our customers are building hybrid applications as part of a longer-term move to AWS. These customers have told us that they would like to use a single Application Load Balancer to spread traffic across a combination of existing on-premises resources and new resources running in the AWS Cloud. Other customers would like to spread traffic to web or database servers that are scattered across two or more Virtual Private Clouds (VPCs), host multiple services on the same instance with distinct IP addresses but a common port number, and to offer support for IP-based virtual hosting for clients that do not support <a href="https://en.wikipedia.org/wiki/Server_Name_Indication">Server Name Indication</a> (SNI). Another group of customers would like to host multiple instances of a service on the same instance (perhaps within containers), while using multiple interfaces and security groups to implement fine-grained access control.</p> 
<p>These situations arise within a broad set of hybrid, migration, disaster recovery, and on-premises use cases and scenarios.</p> 
<p><span style="text-decoration: underline"><strong>Route to IP Addresses</strong></span><br /> In order to address these use cases, Application Load Balancers can now route traffic directly to IP addresses. These addresses can be in the same VPC as the ALB, a peer VPC in the same region, on an EC2 instance connected to a VPC by way of <a href="http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/vpc-classiclink.html">ClassicLink</a>, or on on-premises resources at the other end of a VPN connection or <a href="https://aws.amazon.com/directconnect/" title="">AWS Direct Connect</a> connection.</p> 
<p>Application Load Balancers already group targets in to target groups. As part of today’s launch, each target group now has a <a href="https://tools.ietf.org/html/rfc1918"><strong>target type</strong></a> attribute:</p> 
<p><img style="float: right;padding-top: 4px;padding-left: 8px" src="https://media.amazonwebservices.com/blog/2017/alb_target_type_2.png" width="325" height="85" /><strong>instance</strong> – Targets are registered by way of EC2 instance IDs, as before.</p> 
<p><strong>ip</strong> – Targets are registered as IP addresses. You can use any IPv4 address from the load balancer’s VPC CIDR for targets within load balancer’s VPC and any IPv4 address from the <a href="https://tools.ietf.org/html/rfc1918">RFC 1918</a> ranges (10.0.0.0/8, 172.16.0.0/12, and 192.168.0.0/16) or the <a href="https://tools.ietf.org/html/rfc6598">RFC 6598</a> range (100.64.0.0/10) for targets located outside the load balancer’s VPC (this includes Peered VPC, EC2-Classic, and on-premises targets reachable over Direct Connect or VPN).</p> 
<p>Each target group has a load balancer and health check configuration, and publishes metrics to CloudWatch, as has always been the case.</p> 
<p>Let’s say that you are in the transition phase of an application migration to AWS or want to use AWS to augment on-premises resources with EC2 instances and you need to distribute application traffic across both your AWS and on-premises resources. You can achieve this by registering all the resources (AWS and on-premises) to the same target group and associate the target group with a load balancer. Alternatively, you can use DNS based weighted load balancing across AWS and on-premises resources using two load balancers i.e. one load balancer for AWS and other for on-premises resources. In the scenario where application-A back-ends are in VPC and application-B back-ends are in on-premises locations then you can put back-ends for each application in different target groups and use content based routing to route traffic to each target group.</p> 
<p><strong><span style="text-decoration: underline">Creating a Target Group</span></strong><br /> Here’s how I create a target group that sends traffic to some IP addresses as part of the process of creating an Application Load Balancer. I enter a name (<strong>ip-target-1</strong>) and select <strong>ip</strong> as the Target type:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/alb_create_target_group_ip_1.png" width="900" height="613" /></p> 
<p>Then I enter IP address targets. These can be from the VPC that hosts the load balancer:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/alb_add_vpc_targets_1.png" width="900" height="570" /></p> 
<p>Or they can be other private IP addresses within one of the private ranges listed above, for targets outside of the VPC that hosts the load balancer:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/alb_add_ip_targets_2.png" width="900" height="561" /></p> 
<p>After I review the settings and create the load balancer, traffic will be sent to the designated IP addresses as soon as they pass the health checks. Each load balancer can accommodate up to 1000 targets.</p> 
<p>I can examine my target group and edit the set of targets at any time:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/alb_see_edit_target_ips_1.png" width="900" height="575" /></p> 
<p>As you can see, one of my targets was not healthy when I took this screen shot (this was by design). Metrics are published to CloudWatch for each target group; I can see them in the Console and I can create CloudWatch Alarms:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/alb_create_alarm_no_healthy_ip_1.png" width="890" height="372" /></p> 
<p><span style="text-decoration: underline"><strong>Available Now</strong></span><br /> This feature is available now and you can start using it today in all AWS Regions.</p> 
<p>— <a href="https://twitter.com/jeffbarr">Jeff</a>;</p> 
<p>&nbsp;</p><div class="feedflare">
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		<title>AWS Hot Startups – August 2017</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/L36lFgdzF2E/</link>
		
		<pubDate>Thu, 31 Aug 2017 20:04:24 +0000</pubDate>
		<dc:creator><![CDATA[Tina Barr]]></dc:creator>
				<category><![CDATA[Startups]]></category>

		<guid isPermaLink="false">15a8884e3f421a5f417c68cacebe235e1ca9eb95</guid>
		<description>There’s no doubt about it – Artificial Intelligence is changing the world and how it operates. Across industries, organizations from startups to Fortune 500s are embracing AI to develop new products, services, and opportunities that are more efficient and accessible for their consumers. From driverless cars to better preventative healthcare to smart home devices, AI […]</description>
				<content:encoded><![CDATA[<p>There’s no doubt about it – <a href="https://aws.amazon.com/amazon-ai/">Artificial Intelligence</a> is changing the world and how it operates. Across industries, organizations from startups to Fortune 500s are embracing AI to develop new products, services, and opportunities that are more efficient and accessible for their consumers. From driverless cars to better preventative healthcare to smart home devices, AI is driving innovation at a fast rate and will continue to play a more important role in our everyday lives.</p> 
<p>This month we’d like to highlight startups using AI solutions to help companies grow. We are pleased to feature:</p> 
<ul> 
 <li><strong>SignalBox</strong> – a simple and accessible deep learning platform to help businesses get started with AI.</li> 
 <li><strong>Valossa </strong>– an AI video recognition platform for the media and entertainment industry.</li> 
 <li><strong>Kaliber </strong>– innovative applications for businesses using facial recognition, deep learning, and big data.</li> 
</ul> 
<p><strong>SignalBox (UK)<a href="https://signalbox.ai/x/home/"><img class="wp-image-20736 alignright" src="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2017/08/29/sbox_logo-300x293.png" alt="" width="218" height="213" /></a></strong></p> 
<p>In 2016, <a href="https://signalbox.ai/x/home/">SignalBox</a> founder <a href="https://www.linkedin.com/in/alain-richardt-b811b1142/">Alain Richardt</a> was hearing the same comments being made by developers, data scientists, and business leaders. They wanted to get into deep learning but didn’t know where to start. Alain saw an opportunity to commodify and apply deep learning by providing a platform that does the heavy lifting with an easy-to-use web interface, blueprints for common tasks, and just a single-click to productize the models. With SignalBox, companies can start building deep learning models with no coding at all – they just select a data set, choose a network architecture, and go. SignalBox also offers step-by-step tutorials, tips and tricks from industry experts, and consulting services for customers that want an end-to-end AI solution.</p> 
<p>SignalBox offers a <a href="https://signalbox.ai/x/features/">variety of solutions</a> that are being used across many industries for energy modeling, fraud detection, customer segmentation, insurance risk modeling, inventory prediction, real estate prediction, and more. Existing data science teams are using SignalBox to accelerate their innovation cycle. One innovative UK startup, <a href="http://www.energimine.com/">Energi Mine</a>, recently worked with SignalBox to develop deep networks that predict anomalous energy consumption patterns and do time series predictions on energy usage for businesses with hundreds of sites.</p> 
<p>SignalBox uses a variety of AWS services including <a href="https://aws.amazon.com/ec2/?nc2=h_mo">Amazon EC2</a>, <a href="https://aws.amazon.com/vpc/?nc2=h_mo">Amazon VPC</a>, <a href="https://aws.amazon.com/ebs/?nc2=h_mo">Amazon Elastic Block Store</a>, and <a href="https://aws.amazon.com/s3/?nc2=h_l3_sc">Amazon S3</a>. The ability to rapidly provision EC2 GPU instances has been a critical factor in their success – both in terms of keeping their operational expenses low, as well as speed to market. The <a href="https://aws.amazon.com/api-gateway/">Amazon API Gateway</a> has allowed for operational automation, giving SignalBox the ability to control its infrastructure.</p> 
<p>To learn more about SignalBox, <a href="https://signalbox.ai/x/features/">visit here</a>.</p> 
<p><strong>Valossa (Finland)<a href="https://valossa.com/"><img class="alignright wp-image-20738 size-medium" src="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2017/08/29/valossa-logo_blue_transp-1-300x232.png" alt="" width="300" height="232" /></a></strong></p> 
<p>As students at the University of Oulu in Finland, the <a href="https://valossa.com/">Valossa</a> founders spent years doing research in the computer science and AI labs. During that time, the team witnessed how the world was moving beyond text, with video playing a greater role in day-to-day communication. This spawned an idea to use technology to automatically understand what an audience is viewing and share that information with a global network of content producers. Since 2015, Valossa has been building next generation AI applications to benefit the media and entertainment industry and is moving beyond the capabilities of traditional visual recognition systems.</p> 
<p><a href="http://valossa.com/products/">Valossa’s AI</a> is capable of analyzing any video stream. The AI studies a vast array of data within videos and converts that information into descriptive tags, categories, and overviews automatically. Basically, it sees, hears, and understands videos like a human does. The Valossa AI can detect people, visual and auditory concepts, key speech elements, and labels explicit content to make moderating and filtering content simpler. Valossa’s solutions are designed to provide value for the content production workflow, from media asset management to end-user applications for content discovery. AI-annotated content allows online viewers to jump directly to their favorite scenes or search specific topics and actors within a video.</p> 
<p>Valossa leverages AWS to deliver the industry’s first complete AI video recognition platform. Using <a href="https://aws.amazon.com/ec2/">Amazon EC2</a> GPU instances, Valossa can easily scale their computation capacity based on customer activity. High-volume video processing with GPU instances provides the necessary speed for time-sensitive workflows. The geo-located Availability Zones in EC2 allow Valossa to bring resources close to their customers to minimize network delays. Valossa also uses <a href="https://aws.amazon.com/s3/?nc2=h_m1">Amazon S3</a> for video ingestion and to provide end-user video analytics, which makes managing and accessing media data easy and highly scalable.</p> 
<p>To see how Valossa works, check out <a href="http://www.whatismymovie.com/">www.WhatIsMyMovie.com</a> or enable the Alexa Skill, <a href="https://www.amazon.com/Valossa-Labs-Movie-Finder/dp/B01GVFCP46">Valossa Movie Finder</a>. To try the Valossa AI, sign up for free at <a href="http://www.valossa.com/">www.valossa.com</a>.</p> 
<p><strong>Kaliber (San Francisco, CA)<a href="http://www.kaliberlabs.com/"><img class="alignright wp-image-20737 size-full" src="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2017/08/29/kaliber-labs.jpg" alt="" width="357" height="141" /></a></strong></p> 
<p>Serial entrepreneurs <a href="https://www.linkedin.com/in/ray-rahman-6701302b/">Ray Rahman</a> and <a href="https://www.linkedin.com/in/ristohaukioja/">Risto Haukioja</a> founded <a href="http://www.kaliberlabs.com/">Kaliber</a> in 2016. The pair had previously worked in startups building smart cities and online privacy tools, and teamed up to bring AI to the workplace and change the hospitality industry. Our world is designed to appeal to our senses – stores and warehouses have clearly marked aisles, products are colorfully packaged, and we use these designs to differentiate one thing from another. We tell each other apart by our faces, and previously that was something only humans could measure or act upon. Kaliber is using facial recognition, deep learning, and big data to create solutions for business use. Markets and companies that aren’t typically associated with cutting-edge technology will be able to use their existing camera infrastructure in a whole new way, making them more efficient and better able to serve their customers.</p> 
<p>Computer video processing is rapidly expanding, and Kaliber believes that video recognition will extend to far more than security cameras and robots. Using the clients’ network of in-house cameras, Kaliber’s platform extracts key data points and maps them to actionable insights using their machine learning (ML) algorithm. Dashboards connect users to the client’s BI tools via the Kaliber enterprise APIs, and managers can view these analytics to improve their real-world processes, taking immediate corrective action with real-time alerts. Kaliber’s <em>Real Metrics</em> are aimed at combining the power of image recognition with ML to ultimately provide a more meaningful experience for all.</p> 
<p>Kaliber uses many AWS services, including <a href="https://aws.amazon.com/rekognition/?nc2=h_l3_sc">Amazon Rekognition</a>, <a href="https://aws.amazon.com/kinesis/">Amazon Kinesis</a>, <a href="https://aws.amazon.com/lambda/">AWS Lambda</a>, <a href="https://aws.amazon.com/ec2/">Amazon EC2</a> GPU instances, and <a href="https://aws.amazon.com/s3/?nc2=h_l3_sc">Amazon S3</a>. These services have been instrumental in helping Kaliber meet the needs of enterprise customers in record time.</p> 
<p>Learn more about Kaliber <a href="http://www.kaliberlabs.com/">here</a>.</p> 
<p>—</p> 
<p>Thanks for reading and we’ll see you next month!</p> 
<p>-Tina</p> 
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		<title>New – Descriptions for Security Group Rules</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/MZ14Pm6TG0Q/</link>
		
		<pubDate>Thu, 31 Aug 2017 16:54:44 +0000</pubDate>
		<dc:creator><![CDATA[Jeff Barr]]></dc:creator>
				<category><![CDATA[Amazon EC2]]></category>
		<category><![CDATA[Amazon VPC]]></category>

		<guid isPermaLink="false">8fdb6c482e80e6b62380d1f5fc23a330c6f9700a</guid>
		<description>I’m often impressed when I look back to the early days of EC2 and see just how many features from the launch have survived until today. AMIs, Availability Zones, KeyPairs, Security Groups, and Security Group Rules were all present at the beginning, as was pay-as-you-go usage. Even though we have made innumerable additions to the […]</description>
				<content:encoded><![CDATA[<p>I’m often impressed when I look back to the early days of EC2 and see just how many features from the <a href="https://aws.amazon.com/blogs/aws/amazon_ec2_beta/">launch</a> have survived until today. AMIs, Availability Zones, KeyPairs, Security Groups, and Security Group Rules were all present at the beginning, as was pay-as-you-go usage. Even though we have made innumerable additions to the service in the past eleven years, the fundamentals formed a strong base and are still prominent today.</p> 
<p>We put security first from the get-go, and gave you the ability to use Security Groups and Security Group Rules to exercise fine-grained control over the traffic that flows to and from to your instances. Our customers make extensive use of this feature, with large collections of groups and even larger collections of rules.</p> 
<p>There was, however, one problem! While each group had an associated description (“Production Web Server Access”, “Development Access”, and so forth), the individual rules did not. Some of our larger customers created external tracking systems to ensure that they captured the intent behind each rule. This was tedious and error prone, and now it is unnecessary!</p> 
<p><span style="text-decoration: underline"><strong>Descriptions for Security Group Rules</strong></span><br /> You can now add descriptive text to each of your Security Group Rules! This will simplify your operations and remove some opportunities for operator error. Descriptions can be up to 255 characters long and can be set and viewed from the <a href="https://console.aws.amazon.com" title="">AWS Management Console</a>, <a href="https://aws.amazon.com/cli/" title="">AWS Command Line Interface (CLI)</a>, and the AWS APIs. You can enter a description when you create a new rule and you can edit descriptions for existing rules.</p> 
<p>Here’s how I can enter descriptions when creating a new Security Group (Of course, allowing SSH access from arbitrary IP addresses is not a best practice):</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/sg_rules_desc_3.png" width="868" height="513" /></p> 
<p>I can select my Security Group and review all of the descriptions:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/sg_see_rules_2.png" width="900" height="395" /></p> 
<p>I can also click on the <strong>Edit</strong> button to modify the rules and the descriptions.</p> 
<p>From the CLI I can include a description when I use the <a href="http://docs.aws.amazon.com/cli/latest/reference/ec2/authorize-security-group-ingress.html"><code>authorize-security-group-ingress</code></a> and <a href="http://docs.aws.amazon.com/cli/latest/reference/ec2/authorize-security-group-egress.html"><code>authorize-security-group-egress</code></a> commands. I can use <a href="http://docs.aws.amazon.com/cli/latest/reference/ec2/update-security-group-rule-descriptions-ingress.html"><code>update-security-group-rule-descriptions-ingress</code></a> and <a href="http://docs.aws.amazon.com/cli/latest/reference/ec2/update-security-group-rule-descriptions-egress.html"><code>update-security-group-rule-descriptions-egress</code></a> to change an existing description, and <a href="http://docs.aws.amazon.com/cli/latest/reference/ec2/describe-security-groups.html"><code>describe-security-groups</code></a> to see the descriptions for each rule.</p> 
<p>This feature is available now and you can start using it today in all commercial AWS Regions. It works for VPC Security Groups and for EC2 Classic Security Groups. CloudFormation support is on the way!</p> 
<p>— <a href="https://twitter.com/jeffbarr">Jeff</a>;</p> 
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		<title>Deadline 10 – Launch a Rendering Fleet in AWS</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/Lmnq1PM__-g/</link>
		
		<pubDate>Wed, 30 Aug 2017 23:26:08 +0000</pubDate>
		<dc:creator><![CDATA[Jeff Barr]]></dc:creator>
				<category><![CDATA[Announcements]]></category>
		<category><![CDATA[Deadline 10]]></category>

		<guid isPermaLink="false">7ea0d145677cfd784b49f16aeccab7ffbd2edf83</guid>
		<description>Graphical rendering is a compute-intensive task that is, as they say, embarrassingly parallel. Looked at another way, this means that there’s a more or less linear relationship between the number of processors that are working on the problem and the overall wall-clock time that it takes to complete the task. In a creative endeavor such […]</description>
				<content:encoded><![CDATA[<p>Graphical rendering is a compute-intensive task that is, as they say, <a href="https://en.wikipedia.org/wiki/Embarrassingly_parallel">embarrassingly parallel</a>. Looked at another way, this means that there’s a more or less linear relationship between the number of processors that are working on the problem and the overall wall-clock time that it takes to complete the task. In a creative endeavor such as movie-making, getting the results faster spurs creativity, improves the feedback loop, gives you time to make more iterations and trials, and leads to a better result. Even if you have a render farm in-house, you may still want to turn to the cloud in order to gain access to more compute power at peak times. Once you do this, the next challenge is to manage the combination of in-house resources, cloud resources, and the digital assets in a unified fashion.</p> 
<p><span style="text-decoration: underline"><strong>Deadline 10</strong></span><br /> Earlier this week we launched <a href="http://deadline.thinkboxsoftware.com/">Deadline 10</a>, a powerful render management system. Building on technology that we brought on board with the acquisition of <a href="http://www.thinkboxsoftware.com/">Thinkbox Software</a>, Deadline 10 is designed to extend existing on-premises rendering into the <a href="https://aws.amazon.com/" title="">AWS Cloud</a>, giving you elasticity and flexibility while remaining simple and easy to use. You can set up and manage large-scale distributed jobs that span multiple AWS regions and benefit from elastic, usage-based AWS licensing for popular applications like <a href="http://deadline.thinkboxsoftware.com/feature-blog/2016/11/4/power-tools-autodesk-3dsmax">Deadline for Autodesk 3ds Max</a>, Maya, Arnold, and dozens more, all available from the <a href="https://marketplace.thinkboxsoftware.com/collections">Thinkbox Marketplace</a>. You can purchase software licenses from the marketplace, use your existing licenses, or use them together.</p> 
<p>Deadline 10 obtains cloud-based compute resources by managing bids for <a href="https://aws.amazon.com/ec2/spot/">EC2 Spot Instances</a>, providing you with access to enough low-cost compute capacity to let your imagination run wild! It uses your existing AWS account, tags EC2 instances for tracking, and synchronizes your local assets to the cloud before rendering begins.</p> 
<p><span style="text-decoration: underline"><strong>A Quick Tour</strong></span><br /> Let’s take a quick tour of Deadline 10 and see how it makes use of AWS. The AWS Portal is available from the <strong>View</strong> menu:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/d10_menu_1.png" width="597" height="483" /></p> 
<p>The first step is to log in to my AWS account:</p> 
<p><img class="aligncenter size-medium" style="border: 1px solid black" src="https://media.amazonwebservices.com/blog/2017/d10_aws_login_1.png" width="670" height="572" /></p> 
<p>Then I configure the connection server, license server, and the S3 bucket that will be used to store rendering assets:</p> 
<p><img class="aligncenter size-medium" style="border: 1px solid black" src="https://media.amazonwebservices.com/blog/2017/d10_aws_config_1.png" width="804" height="618" /></p> 
<p>Next, I set up my Spot fleet, establishing a maximum price per hour for each EC2 instance, setting target capacity, and choosing the desired rendering application:</p> 
<p><img class="aligncenter size-medium" style="border: 1px solid black" src="https://media.amazonwebservices.com/blog/2017/d10_spot_fleet_configuration_1.png" width="797" height="735" /></p> 
<p>I can also choose any desired combination of EC2 instance types:</p> 
<p><img class="aligncenter size-medium" style="border: 1px solid black" src="https://media.amazonwebservices.com/blog/2017/d10_fleet_config2_1.png" width="711" height="705" /></p> 
<p>When I am ready to render I click on <strong>Start Spot Fleet</strong>:</p> 
<p><img class="aligncenter size-medium" src="https://media.amazonwebservices.com/blog/2017/d10_start_spot_1.png" width="488" height="325" /></p> 
<p>This will initiate the process of bidding for and managing Spot Instances. The running instances are visible from the Portal:</p> 
<p><img class="aligncenter size-medium" style="border: 1px solid black" src="https://media.amazonwebservices.com/blog/2017/d10_started_fleet_1.png" width="644" height="424" /></p> 
<p>I can monitor the progress of my rendering pipeline:</p> 
<p><img class="aligncenter size-medium" style="border: 1px solid black" src="https://media.amazonwebservices.com/blog/2017/d10_monitor_1.png" width="900" height="544" /></p> 
<p>I can stop my Spot fleet when I no longer need it:</p> 
<p><img class="aligncenter size-medium" style="border: 1px solid black" src="https://media.amazonwebservices.com/blog/2017/d10_stopping_fleet_1.png" width="644" height="424" /></p> 
<p><a href="http://deadline.thinkboxsoftware.com/">Deadline 10</a> is now available for usage based license customers; a new license is needed for traditional floating license users. Pricing for yearly Deadline licenses has been reduced to $48 annually. If you are already using an earlier version of Deadline, feel free to <a href="http://www.thinkboxsoftware.com/sales">contact us</a> to learn more about licensing options.</p> 
<p>— <a href="https://twitter.com/jeffbarr">Jeff</a>;</p><div class="feedflare">
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		<title>Amazon Aurora Fast Database Cloning</title>
		<link>http://feedproxy.google.com/~r/AmazonWebServicesBlog/~3/fE1xYALmQA0/</link>
		
		<pubDate>Wed, 30 Aug 2017 18:39:19 +0000</pubDate>
		<dc:creator><![CDATA[Randall Hunt]]></dc:creator>
				<category><![CDATA[Amazon Aurora]]></category>
		<category><![CDATA[Amazon RDS]]></category>

		<guid isPermaLink="false">64b11c484b4a755d50f60e0d6bd2edbea74c814d</guid>
		<description>Today, I want to quickly show off a feature of that I find incredibly useful: Fast Database Cloning. By taking advantage of Aurora’s underlying distributed storage engine you’re able to quickly and cheaply create a copy-on-write clone of your database. In my career I’ve frequently spent time waiting on some representative sample of data to […]</description>
				<content:encoded><![CDATA[<p>Today, I want to quickly show off a feature of <a href="https://aws.amazon.com/rds/aurora/" title="">Amazon Aurora</a> that I find incredibly useful: <a href="https://www.youtube.com/watch?v=gdhSG25gSZA">Fast Database Cloning</a>. By taking advantage of Aurora’s underlying <a href="https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine/">distributed storage engine</a> you’re able to quickly and cheaply create a copy-on-write clone of your database.</p> 
<p>In my career I’ve frequently spent time waiting on some representative sample of data to use in development, experiments, or analytics. If I had a 2TB database it could take hours just waiting for a copy of the data to be ready before I could peform my tasks. Even within RDS MySQL, I would still have to wait several hours for a snapshot copy to complete before I was able to test a schema migration or perform some analytics. Aurora solves this problem in a very interesting way.</p> 
<p>The distributed storage engine for Aurora allows us to do things which are normally not feasible or cost-effective with a traditional database engine. By creating pointers to individual pages of data the storage engine enables fast database cloning. Then, when you make changes to the data in the source or the clone, a copy-on-write protocol creates a new copy of that page and updates the pointers. This means my 2TB snapshot restore job that used to take an hour is now ready in about 5 minutes – and most of that time is spent provisioning a new RDS instance.</p> 
<p>The time it takes to create the clone is independent of the size of the database since we’re pointing at the same storage. It also makes cloning a very cost-effective operation since I only pay storage costs for the changed pages instead of an entire copy. The database clone is still a regular Aurora Database Cluster with all the same durability guarentees.</p> 
<p><img style="border: 1px solid black" src="http://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/images/AuroraClone002.png" /></p> 
<p>Let’s clone a database. First, I’ll select an Aurora (MySQL) instance and select “create-clone” from the Instance Actions.</p> 
<p><img style="border: 1px solid black" src="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2017/08/28/Screenshot-2017-08-28-12.29.13.png" alt="" width="1024" height="812" class="aligncenter size-full wp-image-20708" /></p> 
<p>Next I’ll name our clone <code>dolly-the-sheep</code> and provision it.</p> 
<p><img style="border: 1px solid black" src="https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2017/08/28/Screenshot-2017-08-28-14.09.37.png" alt="" width="1024" height="800" class="aligncenter size-full wp-image-20709" /></p> 
<p>It took about 5 minutes and 30 seconds for my clone to become available and I started making some large schema changes and saw no performance impact. The schema changes themselves completed faster than they would have on traditional MySQL due to improvements the Aurora team made to enable <a href="https://aws.amazon.com/blogs/database/amazon-aurora-under-the-hood-fast-ddl/">faster DDL</a> operations. I could subsequently create a clone-of-a-clone or even a clone-of-a-clone-of-a-clone (and so on) if I wanted to have another team member perform some tests on my schema changes while I continued to make changes of my own. It’s important to note here that clones are first class databases from the perspective of RDS. I still have all of the features that every other Aurora database supports: snapshots, backups, monitoring and more.</p> 
<p>I hope this feature will allow you and your teams to save a lot of time and money on experimenting and developing applications based on Amazon Aurora. You can read more about this feature in the <a href="https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Aurora.Managing.Clone.html">Amazon Aurora User Guide</a> and I strongly suggest following the <a href="https://aws.amazon.com/blogs/database/">AWS Database Blog</a>. Anurag Gupta’s posts on quorums and <a href="https://aws.amazon.com/blogs/database/amazon-aurora-under-the-hood-quorum-and-correlated-failure/">Amazon Aurora storage</a> are particularly interesting.</p> 
<p>Have follow-up questions or feedback? Ping us at <a href="mailto:aurora-pm@amazon.com">aurora-pm@amazon.com</a>, or leave a comment here. We’d love to get your thoughts and suggestions.</p> 
<p>– <a href="https://twitter.com/jrhunt/">Randall</a></p><div class="feedflare">
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