Welcome!

@DXWorldExpo Authors: Yeshim Deniz, Pat Romanski, Liz McMillan, Zakia Bouachraoui, Carmen Gonzalez

Related Topics: @DXWorldExpo

@DXWorldExpo: Blog Feed Post

EMC's Greenplum Unit Helps with Large Publicly Accessible Hadoop Cluster

Need to test your Hadoop app on a thousand nodes? Here’s how.

It isn’t often that you can get access to a thousand-node network to test your latest app, but thanks to the efforts of EMC’s Greenplum unit and some additional computing vendors, you can, and more amazingly, it is free of charge too.

The network was announced last fall at Strata and connects 1,000 specialized servers from Supermicro running dual Intel Xeon processors with 48 GB of RAM apiece along with Mellanox 10 GB Ethernet adapters and switches, and a total of 12,000 Seagate 2 TB drives. It is all contained within Greenplum’s Las Vegas data center, with the goal of having the largest publicly accessible Hadoop cluster around. While Yahoo and eBay and others have some fairly large Hadoop clusters, they generally don’t let anyone else come in and try out their apps. The cluster goes under the name of Analytics Workbench. On this page, you can click on the “learn more” button and submit your name if you are interested in using the cluster.

The goal, according to Greenplum staffers, is to have a community and collaborative big data platform that can be applied to a set of analytical problems that have wide appeal. When the Strata announcement was made last fall, Greenplum stated that they wanted to eventually publish any results from the cluster, but they haven’t yet. Intel was one of the first clients to use the workbench (and running a thousand-node job too), but they are still reviewing their results.

Other clients that are running tests on the cluster include Mellanox and VMware, who both donated gear to power it, and a research team from the University of Central Florida. A group from NASA Goddard is using it to perform an analysis of historical weather patterns. The cluster formally opened up in July, and yes, it is really is free of charge. Applicants need to be vetted and work closely with the Greenplum engineers to get their apps uploaded and configured to the cluster.

“We accept bids based on any submitted application and developers can request specific time and resources,” says William Davis, one of the Greenplum product marketers involved with the cluster’s creation. Applications are reviewed by an internal group of Hadoop experts called the Jedi Council, and they try to select who will have the best fit for the next test run on the cluster.

Greenplum intends to use the cluster in a variety of ways besides public testing. Sometime next quarter they will launch a training program for Hadoop. A unique aspect of the program is that each member of the course will be granted access to the cluster to use as a sandbox environment for their own project. They are still working out the details on how this will work. The company has other fee-based programs to leverage its experience with this cluster, including what it calls its Analytics Lab packages. This uses their team of data scientists on specific vertical markets or particular custom applications.

There are several other tools that are offered on the cluster in addition to Hadoop including MapReduce, the parallel job processing software; VMware’s Rubicon system management team; and standard Hadoop add-ons such as Hive, Pig, and Mahout.

Greenplum isn’t the first to have such a large test bed assembled, but probably the first to use this level of gear for Hadoop and other data science activities. In the late 1980s, a group of Novell engineers in Utah created the “SuperLab” which eventually grew to 1,700 PCs connected together. The lab was used to prove the features and scalability of Novell’s Netware network operating system, a piece of software that at one time could be found in most enterprises but now is largely a historical curiosity. Just to give you some perspective, in 1999 the PCs in Novell’s lab had a whopping 256 MB of RAM and 8 GB of storage (try buying that on today’s PCs). How times have changed.

Anyway, the SuperLab team left Novell a few years later and built their own private test lab for a startup called Keylabs. I was one of their early customers, using the facility to publish some of the test results in cNet and other IT publications of the first Web server comparison tests.

The Keylabs engineers very quickly discovered that automating the sequencing and actions of the individual PCs was tedious, and they wrote software that eventually spawned Altiris. Part of the assets of this company was later purchased by Symantec and is still used for their desktop imaging and management tool line.

Speaking of scaling up to a thousand machines automatically, running tests on this scale can be tricky. Greenplum has already seen several hardware failures that take down particular nodes as they have begun using their cluster. And like Keylabs, understanding how to sequence all this gear to come online quickly can be vexing: imagine if each machine takes just ten minutes to boot up and launch an app: times ten or twenty nodes that isn’t much of a big deal, but when you are trying to bring up hundreds it could tie up the cluster for the better part of a week in just starting up the tests. “It is a bit of a challenge in educating our customers on how to use and manage something of this size and how to deploy their software across the entire cluster. You can’t deploy software serially, and we have to make sure that our customers understand these issues,” says Davis.

So get your application in now for testing your app. You could be making computing history.

More Stories By David Strom

David Strom is an international authority on network and Internet technologies. He has written extensively on the topic for 20 years for a wide variety of print publications and websites, such as The New York Times, TechTarget.com, PC Week/eWeek, Internet.com, Network World, Infoworld, Computerworld, Small Business Computing, Communications Week, Windows Sources, c|net and news.com, Web Review, Tom's Hardware, EETimes, and many others.

Comments (0)

Share your thoughts on this story.

Add your comment
You must be signed in to add a comment. Sign-in | Register

In accordance with our Comment Policy, we encourage comments that are on topic, relevant and to-the-point. We will remove comments that include profanity, personal attacks, racial slurs, threats of violence, or other inappropriate material that violates our Terms and Conditions, and will block users who make repeated violations. We ask all readers to expect diversity of opinion and to treat one another with dignity and respect.


DXWorldEXPO Digital Transformation Stories
Dion Hinchcliffe is an internationally recognized digital expert, bestselling book author, frequent keynote speaker, analyst, futurist, and transformation expert based in Washington, DC. He is currently Chief Strategy Officer at the industry-leading digital strategy and online community solutions firm, 7Summits.
Digital Transformation is much more than a buzzword. The radical shift to digital mechanisms for almost every process is evident across all industries and verticals. This is often especially true in financial services, where the legacy environment is many times unable to keep up with the rapidly shifting demands of the consumer. The constant pressure to provide complete, omnichannel delivery of customer-facing solutions to meet both regulatory and customer demands is putting enormous pressure on...
The standardization of container runtimes and images has sparked the creation of an almost overwhelming number of new open source projects that build on and otherwise work with these specifications. Of course, there's Kubernetes, which orchestrates and manages collections of containers. It was one of the first and best-known examples of projects that make containers truly useful for production use. However, more recently, the container ecosystem has truly exploded. A service mesh like Istio addr...
Enterprises are striving to become digital businesses for differentiated innovation and customer-centricity. Traditionally, they focused on digitizing processes and paper workflow. To be a disruptor and compete against new players, they need to gain insight into business data and innovate at scale. Cloud and cognitive technologies can help them leverage hidden data in SAP/ERP systems to fuel their businesses to accelerate digital transformation success.
Digital Transformation: Preparing Cloud & IoT Security for the Age of Artificial Intelligence. As automation and artificial intelligence (AI) power solution development and delivery, many businesses need to build backend cloud capabilities. Well-poised organizations, marketing smart devices with AI and BlockChain capabilities prepare to refine compliance and regulatory capabilities in 2018. Volumes of health, financial, technical and privacy data, along with tightening compliance requirements by...
Charles Araujo is an industry analyst, internationally recognized authority on the Digital Enterprise and author of The Quantum Age of IT: Why Everything You Know About IT is About to Change. As Principal Analyst with Intellyx, he writes, speaks and advises organizations on how to navigate through this time of disruption. He is also the founder of The Institute for Digital Transformation and a sought after keynote speaker. He has been a regular contributor to both InformationWeek and CIO Insight...
Cloud is the motor for innovation and digital transformation. CIOs will run 25% of total application workloads in the cloud by the end of 2018, based on recent Morgan Stanley report. Having the right enterprise cloud strategy in place, often in a multi cloud environment, also helps companies become a more intelligent business. Companies that master this path have something in common: they create a culture of continuous innovation. In his presentation, Dilipkumar will outline the latest resear...
Everyone wants the rainbow - reduced IT costs, scalability, continuity, flexibility, manageability, and innovation. But in order to get to that collaboration rainbow, you need the cloud! In this presentation, we'll cover three areas: First - the rainbow of benefits from cloud collaboration. There are many different reasons why more and more companies and institutions are moving to the cloud. Benefits include: cost savings (reducing on-prem infrastructure, reducing data center foot print, redu...
Andrew Keys is Co-Founder of ConsenSys Enterprise. He comes to ConsenSys Enterprise with capital markets, technology and entrepreneurial experience. Previously, he worked for UBS investment bank in equities analysis. Later, he was responsible for the creation and distribution of life settlement products to hedge funds and investment banks. After, he co-founded a revenue cycle management company where he learned about Bitcoin and eventually Ethereal. Andrew's role at ConsenSys Enterprise is a mul...
When building large, cloud-based applications that operate at a high scale, it’s important to maintain a high availability and resilience to failures. In order to do that, you must be tolerant of failures, even in light of failures in other areas of your application. “Fly two mistakes high” is an old adage in the radio control airplane hobby. It means, fly high enough so that if you make a mistake, you can continue flying with room to still make mistakes. In his session at 18th Cloud Expo, Lee A...