|By Bob Gourley||
|October 30, 2012 06:00 PM EDT||
- Both invest in real engineering and deliver enterprise-grade/quality capabilities
- Both are proven to work at scale (including very large scale when required)
- Both are led by CEOs that are highly regarded by their peers and the community, and both CEOs are very likeable people (I’ve met and worked with both Mike Olson and Chris Gladwin).
- Both have used the services of my firm, Crucial Point (and that is most appreciated by me, by the way!).
- Both are in the In-Q-Tel portfolio and are known to the national security community because of that.
- Both firms partner with Carahsoft (which is, by the way, another strategic partner of Crucial Point’s).
- Both are key thought leaders in the domain of Big Data, with Cloudera being known for its open source distribution of Apache Hadoop (CDH4) and their management capabilities over CDH, and Cleversafe being known for their fielding of modern object storage with the lowest cost/TB of any system on the market plus agile access and impressive I/O.
- In July 2012, Cleversafe announced that the are now working with Cloudera’s Distribution including Apache Hadoop (CDH) for new capabilities that enable the benefits of Cleversafe’s data storage and security with the power of MapReduce. With this well engineered combination, the data for an enterprise is not stored in HDFS. The benefits of HDFS are already provided by other Cleversafe functionality, so there is already fault tolerance and speed, for example. But even greater benefits are provided through this well engineered solution, including the elimination of single points of failure without the need for HDFS’s complete/multiple replication.
- So basically you can store data using Cleversafe technology and get all the benefits there, and can run MapReduce jobs over the data leveraging Hadoop without using HDFS.
- This well engineered solution enables data to be stored in conventional format on nodes where it is expected to be used for computation and enables MapReduce operation. This comes with the many other benefits of Cleversafe, including the ability to protect data without the overhead of massive network traffic and costly backup storage. It also removes challenges with Namenode issues since a Cleversafe cluster’s accesser nodes federate and cover for each other.
- The bottom line result of this Cleversafe leveraging of Cloudera’s CDH: Incredible cost benefits, fantastic disaster recovery/continuity of operations features, fast access to data from multiple locations, and an ability to run MapReduce jobs and leverage Hadoop-centric applications without using HDFS.
Cleversafe swaps out HDFS
Assuming it works as advertised, Cleversafe’s company name is a fair reflection of its Hadoop architecture. While other HDFS alternatives exist for Hadoop (for example, MapR‘s Hadoop distro, which can mount HDFS-compatible NFS volumes), Cleversafe’s Slicestor appliance nodes retain HDFS’ distributed nature and maintain fault tolerance too. Cleversafe does this with “information dispersal” slices: spreading the data around different nodes in the cluster, employing Erasure Coding – a scheme that allows reconstruction of data from a subset of storage nodes, and eliminates single points of failure without the overhead of HDFS’ complete replication.
Meanwhile, the data is also stored in conventional format on the nodes where it is expected to be used for computation. The conventional storage assures fast MapReduce operations, and the striped storage assures fault tolerance, without the need (and network traffic and management overhead) to keep multiple full copies of the data.
Namenode issues disappear as well, since a Cleversafe cluster’s accesser nodes federate and cover for each other, and the meta data is split up along with the data itself. Although various high availability namenode technologies are appearing in the major Hadoop distributions now, they nonetheless still use a single central namenode at any given time. Keeping a warm spare around is not the same thing as having meta data/directory services responsibilities shared among a collection of active nodes.
Although Cleversafe clusters are appliance-based, the appliances nonetheless use commodity processors and storage. The added value comes from tuning and optimization, and the unique storage software subsystem. Cleversafe storage runs about $500 per Terabyte, and can be less depending on total storage size. On the MapReduce side, Cleversafe uses Cloudera’s Distribution Including Apache Hadoop (CDH).
Cleversafe First to Deliver Breakthrough Capabilities for Combined Storage and Massive Computation
First System to Support Storage and Analysis of Datasets at Previously Unattainable Scale with Unparalleled Reliability and Efficiency
Chicago, July 10, 2012 – Cleversafe Inc., the solution for limitless data storage, today announced plans to build the first Dispersed Compute Storage solution by combining the power of Hadoop MapReduce with Cleversafe’s highly scalable Object-based Dispersed Storage System. This solution will significantly alter the Big Data landscape by decreasing infrastructure costs for separate servers dedicated to analytical processes, reducing required storage capacity, and simultaneously improving data integrity. In addition, the company’s solution will reduce network bottlenecks by bringing together computation and storage at any scale, petabytes to exabytes and beyond.
Traditional storage systems are not designed for large-scale distributed computation and data analysis. Present implementations treat data storage and analysis of that data separately, transferring data from Storage Area Networks (SANs) or Network Attached Storage (NASs) across the network to perform the computations used to gather insight. In this manner the network quickly becomes the bottleneck, making multi-site computation over the WAN particularly challenging. Cleversafe solves this problem by combining Hadoop MapReduce alongside its Dispersed Storage Network (dsNet) system on the same platform and replacing the Hadoop Distributed File System (HDFS) which relies on 3 copies to protect data with Information Dispersal Algorithms thereby significantly improving reliability and allowing analytics at a scale previously unattainable through traditional HDFS configurations.
“For any company, the movement, management and storage of massive data stores for analytical purposes is already unmanageable,” said Chris Gladwin, CEO and President of Cleversafe. “Many companies have had to invest significant resources in both CAPEX and OPEX to manage the challenge of Big Data and to try and capitalize on the opportunity to gather insights from that data,” said Gladwin. “The key to reducing both cost and complexity is to combine computation with dispersed storage,” said Gladwin. “Cleversafe’s solution will provide infinitely scalable, reliable, and cost effective storage for data to support massive computation while enhancing the analysis workflow.”
Hadoop MapReduce, which is already being used broadly throughout the industry, represents only a partial solution to this problem. While it lends itself naturally to enabling computations where the data exists rather than transferring data to computation nodes, it has inherent scalability and reliability limitations. Current HDFS deployments utilize a single server for all metadata operations and 3 copies of the data for protection. Failure of the single metadata node could render stored data inaccessible or result in a permanent loss of data. Maintaining 3 copies of data at massive scale for protection leads to skyrocketing overhead and management costs.
Cleversafe’s dsNet system protects both data and metadata equally and is inherently more reliable. By applying the company’s unique Information Dispersal technology to slice and disperse data, single points of failure are eliminated. As data is distributed evenly across all Slicestor nodes metadata can scale linearly and infinitely as new nodes are added, thus reducing any scalability bottlenecks and increasing performance. Cleversafe’s unique approach delivers the powerful combination of analytics and storage in a geographically distributed single system allowing organizations to efficiently scale their Big Data environments to hundreds of petabytes and even exabytes today.
“There isn’t an industry today that’s untouched by Big Data or a company that wouldn’t benefit from the intrinsic value of that data if they could collect, organize, store and analyze it in a cost-effective manner,” said John Webster, Senior Partner at Evaluator Group. “Cleversafe’s approach to combining dispersed storage and Hadoop for analytics is a groundbreaking step for the industry and for any company to effectively bridge storage and large-scale computation,” said Webster.
No market segment has a more critical need to harness Big Data than the Government sector. Lockheed Martin is partnering with Cleversafe to develop a federal version of the Cleversafe Dispersed Compute Storage solution designed for the unique needs of federal government agencies.
“By combining the power of Hadoop analytics with Cleversafe’s Object-based Dispersed Storage solution, government entities will be able to significantly reduce their total cost of infrastructure as the amount of their mission critical data grows,” said Tom Gordon, CTO & VP of Engineering of Lockheed Martin’s Information Systems and Global Solutions-National. “The Federal community has been out in front of Big Data, well ahead of many other market segments, and needs technology solutions today that are well suited for Exabyte scale storage as well as massive computation,” said Gordon. “Taken Cleversafe’s approach with Hadoop across commodity hardware, these features deliver a new approach to bring the true potential of Big Data analytics into reach.”
Cleversafe’s object-based storage solution is 100 million times more reliable than traditional RAID-based systems and it doesn’t rely on replication to protect information. Its information dispersal capabilities reduce storage costs up to 90 percent while meeting compliance requirements and ensuring protection against data loss, whether it’s latent hardware errors, data corruption or malicious threats. With the combination of limitless scale, highly reliable storage and efficient analytics in the same platform, Cleversafe is solving the most challenging Big Data problems for customers in a very efficient manner.
Tweet This: @Cleversafe to build first storage-based compute solution based on its dsNet solution and Hadoop MapReduce.
About Cleversafe Inc.
Cleversafe has created a breakthrough technology that solves petabyte and beyond big data storage problems. This solution drives up to 90 percent of the storage cost out of the business while enabling secure and reliable global access and collaboration. The world’s largest data repositories rely on Cleversafe. To learn more about Cleversafe and its solutions, please visit www.cleversafe.com, call 312-423-6640 or email us at [email protected].
I recently attended and was a speaker at the 4th International Internet of @ThingsExpo at the Santa Clara Convention Center. I also had the opportunity to attend this event last year and I wrote a blog from that show talking about how the “Enterprise Impact of IoT” was a key theme of last year’s show. I was curious to see if the same theme would still resonate 365 days later and what, if any, changes I would see in the content presented.
Nov. 24, 2015 08:00 PM EST Reads: 333
Apps and devices shouldn't stop working when there's limited or no network connectivity. Learn how to bring data stored in a cloud database to the edge of the network (and back again) whenever an Internet connection is available. In his session at 17th Cloud Expo, Ben Perlmutter, a Sales Engineer with IBM Cloudant, demonstrated techniques for replicating cloud databases with devices in order to build offline-first mobile or Internet of Things (IoT) apps that can provide a better, faster user experience, both offline and online. The focus of this talk was on IBM Cloudant, Apache CouchDB, and ...
Nov. 24, 2015 07:30 PM EST Reads: 339
Microservices are a very exciting architectural approach that many organizations are looking to as a way to accelerate innovation. Microservices promise to allow teams to move away from monolithic "ball of mud" systems, but the reality is that, in the vast majority of organizations, different projects and technologies will continue to be developed at different speeds. How to handle the dependencies between these disparate systems with different iteration cycles? Consider the "canoncial problem" in this scenario: microservice A (releases daily) depends on a couple of additions to backend B (re...
Nov. 24, 2015 06:00 PM EST Reads: 366
With all the incredible momentum behind the Internet of Things (IoT) industry, it is easy to forget that not a single CEO wakes up and wonders if “my IoT is broken.” What they wonder is if they are making the right decisions to do all they can to increase revenue, decrease costs, and improve customer experience – effectively the same challenges they have always had in growing their business. The exciting thing about the IoT industry is now these decisions can be better, faster, and smarter. Now all corporate assets – people, objects, and spaces – can share information about themselves and thei...
Nov. 24, 2015 05:30 PM EST Reads: 140
Two weeks ago (November 3-5), I attended the Cloud Expo Silicon Valley as a speaker, where I presented on the security and privacy due diligence requirements for cloud solutions. Cloud security is a topical issue for every CIO, CISO, and technology buyer. Decision-makers are always looking for insights on how to mitigate the security risks of implementing and using cloud solutions. Based on the presentation topics covered at the conference, as well as the general discussions heard between sessions, I wanted to share some of my observations on emerging trends. As cyber security serves as a fou...
Nov. 24, 2015 04:30 PM EST Reads: 283
Discussions of cloud computing have evolved in recent years from a focus on specific types of cloud, to a world of hybrid cloud, and to a world dominated by the APIs that make today's multi-cloud environments and hybrid clouds possible. In this Power Panel at 17th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists addressed the importance of customers being able to use the specific technologies they need, through environments and ecosystems that expose their APIs to make true change and transformation possible.
Nov. 24, 2015 03:30 PM EST Reads: 459
There are over 120 breakout sessions in all, with Keynotes, General Sessions, and Power Panels adding to three days of incredibly rich presentations and content. Join @ThingsExpo conference chair Roger Strukhoff (@IoT2040), June 7-9, 2016 in New York City, for three days of intense 'Internet of Things' discussion and focus, including Big Data's indespensable role in IoT, Smart Grids and Industrial Internet of Things, Wearables and Consumer IoT, as well as (new) IoT's use in Vertical Markets.
Nov. 24, 2015 03:30 PM EST Reads: 507
Container technology is shaping the future of DevOps and it’s also changing the way organizations think about application development. With the rise of mobile applications in the enterprise, businesses are abandoning year-long development cycles and embracing technologies that enable rapid development and continuous deployment of apps. In his session at DevOps Summit, Kurt Collins, Developer Evangelist at Built.io, examined how Docker has evolved into a highly effective tool for application delivery by allowing increasingly popular Mobile Backend-as-a-Service (mBaaS) platforms to quickly crea...
Nov. 24, 2015 03:00 PM EST Reads: 284
The Internet of Things (IoT) is growing rapidly by extending current technologies, products and networks. By 2020, Cisco estimates there will be 50 billion connected devices. Gartner has forecast revenues of over $300 billion, just to IoT suppliers. Now is the time to figure out how you’ll make money – not just create innovative products. With hundreds of new products and companies jumping into the IoT fray every month, there’s no shortage of innovation. Despite this, McKinsey/VisionMobile data shows "less than 10 percent of IoT developers are making enough to support a reasonably sized team....
Nov. 24, 2015 02:00 PM EST Reads: 416
As organizations realize the scope of the Internet of Things, gaining key insights from Big Data, through the use of advanced analytics, becomes crucial. However, IoT also creates the need for petabyte scale storage of data from millions of devices. A new type of Storage is required which seamlessly integrates robust data analytics with massive scale. These storage systems will act as “smart systems” provide in-place analytics that speed discovery and enable businesses to quickly derive meaningful and actionable insights. In his session at @ThingsExpo, Paul Turner, Chief Marketing Officer at...
Nov. 24, 2015 01:45 PM EST Reads: 337
The cloud. Like a comic book superhero, there seems to be no problem it can’t fix or cost it can’t slash. Yet making the transition is not always easy and production environments are still largely on premise. Taking some practical and sensible steps to reduce risk can also help provide a basis for a successful cloud transition. A plethora of surveys from the likes of IDG and Gartner show that more than 70 percent of enterprises have deployed at least one or more cloud application or workload. Yet a closer inspection at the data reveals less than half of these cloud projects involve production...
Nov. 24, 2015 01:45 PM EST Reads: 406
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York and Silicon Valley. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 17th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The Internet of Things (IoT) is the most profound cha...
Nov. 24, 2015 01:30 PM EST Reads: 480
Internet of @ThingsExpo, taking place June 7-9, 2016 at Javits Center, New York City and Nov 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with the 18th International @CloudExpo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world and ThingsExpo New York Call for Papers is now open.
Nov. 24, 2015 01:30 PM EST Reads: 487
We all know that data growth is exploding and storage budgets are shrinking. Instead of showing you charts on about how much data there is, in his General Session at 17th Cloud Expo, Scott Cleland, Senior Director of Product Marketing at HGST, showed how to capture all of your data in one place. After you have your data under control, you can then analyze it in one place, saving time and resources.
Nov. 24, 2015 01:30 PM EST
We are rapidly moving to a brave new world of interconnected smart homes, cars, offices and factories known as the Internet of Things (IoT). Sensors and monitoring devices will touch every part of our lives. Let's take a closer look at the Internet of Things. The Internet of Things is a worldwide network of objects and devices connected to the Internet. They are electronics, sensors, software and more. These objects connect to the Internet and can be controlled remotely via apps and programs. Because they can be accessed via the Internet, these devices create a tremendous opportunity to inte...
Nov. 24, 2015 01:15 PM EST Reads: 478
Growth hacking is common for startups to make unheard-of progress in building their business. Career Hacks can help Geek Girls and those who support them (yes, that's you too, Dad!) to excel in this typically male-dominated world. Get ready to learn the facts: Is there a bias against women in the tech / developer communities? Why are women 50% of the workforce, but hold only 24% of the STEM or IT positions? Some beginnings of what to do about it! In her Day 2 Keynote at 17th Cloud Expo, Sandy Carter, IBM General Manager Cloud Ecosystem and Developers, and a Social Business Evangelist, wil...
Nov. 24, 2015 01:00 PM EST Reads: 492
SYS-CON Events announced today that Kintone has been named "Bronze Sponsor" of SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. kintone promotes cloud-based workgroup productivity, transparency and profitability with a seamless collaboration space, build your own business application (BYOA) platform, and workflow automation system.
Nov. 24, 2015 12:00 PM EST Reads: 564
Cloud computing delivers on-demand resources that provide businesses with flexibility and cost-savings. The challenge in moving workloads to the cloud has been the cost and complexity of ensuring the initial and ongoing security and regulatory (PCI, HIPAA, FFIEC) compliance across private and public clouds. Manual security compliance is slow, prone to human error, and represents over 50% of the cost of managing cloud applications. Determining how to automate cloud security compliance is critical to maintaining positive ROI. Raxak Protect is an automated security compliance SaaS platform and ma...
Nov. 24, 2015 12:00 PM EST Reads: 332
Today air travel is a minefield of delays, hassles and customer disappointment. Airlines struggle to revitalize the experience. GE and M2Mi will demonstrate practical examples of how IoT solutions are helping airlines bring back personalization, reduce trip time and improve reliability. In their session at @ThingsExpo, Shyam Varan Nath, Principal Architect with GE, and Dr. Sarah Cooper, M2Mi’s VP Business Development and Engineering, explored the IoT cloud-based platform technologies driving this change including privacy controls, data transparency and integration of real time context with p...
Nov. 24, 2015 11:00 AM EST Reads: 349
Just over a week ago I received a long and loud sustained applause for a presentation I delivered at this year’s Cloud Expo in Santa Clara. I was extremely pleased with the turnout and had some very good conversations with many of the attendees. Over the next few days I had many more meaningful conversations and was not only happy with the results but also learned a few new things. Here is everything I learned in those three days distilled into three short points.
Nov. 24, 2015 08:00 AM EST Reads: 258