|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:[email protected] 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].
The essence of data analysis involves setting up data pipelines that consist of several operations that are chained together – starting from data collection, data quality checks, data integration, data analysis and data visualization (including the setting up of interaction paths in that visualization). In our opinion, the challenges stem from the technology diversity at each stage of the data pipeline as well as the lack of process around the analysis.
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