Big Data:
Apigee: The Business Value of Reducing Medicare Complaints with Big Data Predictive Analytics
In a previous post, “Big Data Predictive Analytics in Healthcare / Medicare,” we discussed the role of big data in helping insurers address members' issues before they boiled over into complaints to Medicare (CTM). Star ratings were set up as a way to help members make data-driven and informed decisions when enrolling in Medicare Advantage plans. The idea is that a plan with a higher overall star rating, which is composed of a weighted average of star ratings for several measures, would be a better-performing plan. Read more.
Cloudera: How Impala Brings Real-Time, Big Data Analytics to Digital Reasoning’s Users
At the beginning of each release cycle, engineers at Digital Reasoning are given time to explore the latest in Big Data technologies, examining how the frequently changing landscape might be best adapted to serve our mission. As we sat down in the early stages of planning for Synthesys 3.8 one of the biggest issues we faced involved reconciling the tradeoff between flexibility and performance. How can users quickly and easily retrieve knowledge from Synthesys without being tied to one strict data model? Read more.
Cloudera: How-to: Use the HBase Thrift Interface, Part 3 – Using Scans
In this series of how-tos, you have learned how to use Apache HBase’s Thrift interface. Part 1 covered the basics of the API, working with Thrift, and some boilerplate code for connecting to Thrift. Part 2 showed how to insert and to get multiple rows at a time. In this third and final post, you will learn how to use scans and some considerations when choosing between REST and Thrift. Read more.
Cloudera: Cloudera Enterprise 5 is Now Generally Available!
When it became generally available 18 months ago, Cloudera Enterprise 4 was widely recognized to be more flexible, more scalable, and less expensive than traditional data management platforms; with Cloudera Enterprise 5, we can also say it is faster (HDFS caching FTW!), more functional (includes new components such as Apache Spark and Parquet), and better integrated (for example, Cloudera Impala and Cloudera Search are now both inside CDH). Furthermore, in an impressive demonstration of ecosystem growth, 100 Cloudera partners invested technical resources to certify on Cloudera Enterprise 5 before its release. Read more.
Datameer: How-to: Last.fm Data Analytics in Datameer
I am a music buff at heart and so my favorite feature is one of more than 55+ built-in connectors to different structured and unstructured data sources — the last.fm connector. The easiest way for me to show this off to you without building a custom analysis based on my last.fm data is to head to our Analytics App Market and download the Last.fm neighbours application. The app was initially created to show what you could potentially do with the last.fm connector, so you can start there and then can edit it to fit your needs. Read more.
DevOps:
Chef: DevOps for developers w/Chef [Part IV]
There are some common misunderstandings about DevOps. Some people think DevOps strives for new organizational units or teams (“another silo will solve it”). That’s not true. As the name DevOps already suggests, it’s all about improving the “how”, that is how devs and ops work together with each other, on a daily base. Others claim with DevOps all parties are collectively responsible for the outcome. That’s not true either. Although shared incentives are important, clear responsibilities are still important too. Thus sharpening the process, the roles and responsibilities is crucial. With other words, traditional IT governance remains important. IT governance includes defining roles and responsibilities, measuring and reporting, and taking actions to resolve identified issues. Read more.
Chef: DevOps for developers w/Chef [Part V]
Setup and maintenance of infrastructure were automated even before the rise of Agile software development and the DevOps movement. But there have often been handcrafted, scripted solutions, barely readable by someone other than the original author. In recent years, a few tools in the field of configuration management started to gain popularity to address these challenges. Read more.
OpenStack:
Boden Russell: Managing OpenStack & SoftLayer Resources From A Single Pane of Glass With Jumpgate
The folks over at the SoftLayer innovation team recently released a new open source project called Jumpgate. With Jumpgate you can use a number of your favorite OpenStack tools and APIs to bridge directly into SoftLayer. For example you can use the OpenStack nova CLI and APIs to boot SoftLayer virtual compute servers, or the OpenStack glance CLI to manage SoftLayer based images. You can even use the OpenStack Horizon dashboard to graphically manage a number of your SoftLayer resources including virtual servers and images. Read more.
Florent Flament: Windows Images for OpenStack
This note summarizes articles from other places about Microsoft Windows images for OpenStack creation, along with some first hand experience. The whole process of creating Windows 2008 and Windows 2012 images fully usable on OpenStack instances is described there. Read more.
James Page: OpenStack Icehouse RC1 for Ubuntu 14.04 and 12.04
OpenStack Icehouse RC1 packages for Cinder, Glance, Keystone, Neutron, Heat, Ceilometer, Horizon and Nova are now available in the current Ubuntu development release and the Ubuntu Cloud Archive for Ubuntu 12.04 LTS. Read more.
Kyle Mestery: Workaround for ODL in Neutron
With the Icehouse release of Neutron impending, we’ve unfortunately uncovered a bug which is affecting ODL integration with Neutron. This bug was introduced by this commit, and the reality is better CI for the ODL plugin would have caught this. Read more.
Mark Shuttleworth: #10 Ubuntu is built on IAAS for IAAS users
Every detail matters, and building great software means taking time to remove the papercuts. Ubuntu has over the past 5 years been refined in many ways to feel amazingly comfortable on the cloud. In the very early days of EC2 growth the Ubuntu team recognised how many developers were enjoying fast access to infrastructure on demand, and we set about polishing up Ubuntu to be amazing on the cloud. Read more.
Opensource.com: Ten sessions you don't want to miss at OpenStack Summit
The OpenStack Summit is coming up in Atlanta, May 12-16, and after much anticipation the agenda for the conference finally became available last week. As we covered previously, the agenda was crowdsourced to the user and developer community who gave input that helped individual track leaders arrange their schedules. Read more.
Opensource.com: Storing data in the cloud with GlusterFS and OpenStack Swift
Udo Seidel is no stranger to dealing with enormous file stores. Udo is Section Manager for Linux Strategy and Server Automation at Amadeus Data Processing GmbH and will be giving a talk with Vijay Bellur at DevNation in San Francisco, California later this month on developing applications with GlusterFS and OpenStack Swift. We sent Udo a few questions in advance of his talk to give us a little bit of a preview of what we might hear Read more.
Phymata: DevStack Havana on the Rackspace Cloud
Here’s how to deploy DevStack for OpenStack Havana including Neutron (Network) and Swift (Object Storage) on the Rackspace Cloud. You can use DevStack for testing/development of OpenStack or just learning a bit more about OpenStack and how all of the pieces fit together. Read more.
Rackspace: Developing With Cloud Images for Fun and Profit
Rackspace has just launched Cloud Images, a public OpenStack Images API v2 endpoint in the Rackspace open cloud. Why should you care? Well, this product creates several opportunities for developers. Read more.
RafStack: Google+ Hangout: UForge Application Automation & Marketplace Platform and OpenStack
OpenStack meetup with Paul Laskin, a technical product manager at UShareSoft, company that created UForge, a tool to automate application delivery and management for any virtual data center and public, private or hybrid clouds. Read more.
RafStack: Google+ Hangout: OpenStack Meetup on Meetups
This is going to be our first OpenStack Online Meetup ... on Meetups. If you run an OpenStack Meetup (or contemplate to start your own local group) and if you want to talk to folks who bootstrapped groups from zero up to a couple thousand members: Join us! Read more.
Sebastien Han: Don't Burn Down Your OpenStack Cloud
Managing an OpenStack public cloud can be tough and building it properly is even harder. You can not predict the workload of your platform, customers do what they want (yes they pay for this!). So yes, cloud performance are often unpredictable! Recent studies showed that while running a long-standing benchmark on several cloud platforms, they experienced a performance drop-down of 40% (crazy isn’t it?). However, there are some simple facilities in OpenStack that allow you to have a better control of the resources that you offer to your customers/users. This is what I am going to briefly explore in this article. Read more.
The OpenStack Blog: Participate in the OpenStack User Survey by April 11!
We’re kicking off the third round of the OpenStack User Survey this month! You may remember before last November’s Summit in Hong Kong, we helped the User Committee run a survey to aggregate OpenStack deployments and share the results. Read more.
The OpenStack Foundation: Savanna Elastic Hadoop on OpenStack
The talk is about provisioning and managing Hadoop clusters on OpenStack using Savanna project. Savanna supports two key use cases: on-demand cluster provisioning and on-demand Hadoop tasks execution (Elastic Data Processing). This presentation will be focused around EDP functionality. Wel give an introduction to Savanna project, review features implemented on 0.3 version and talk about further plans, cover key architectural aspects and make the live demo. Watch the video.