You are currently browsing the tag archive for the ‘Cloudera’ tag.

I had the pleasure of attending Cloudera’s recent analyst summit. Presenters reviewed the work the company has done since its founding six years ago and outlined its plans to use Hadoop to further empower big data technology to support what I call information optimization. Cloudera’s executive team has the co-founders of Hadoop who worked at Facebook, Oracle and Yahoo when they developed and used Hadoop. Last year they brought in CEO Tom Reilly, who led successful organizations at ArcSight, HP and IBM. Cloudera now has more than 500 employees, 800 partners and 40,000 users trained in its commercial version of Hadoop. The Hadoop technology has brought to the market an integration of computing, memory and disk storage; Cloudera has expanded the capabilities of this open source software for its customers through unique extension and commercialization of open source for enterprise use. The importance of big data is undisputed now: For example, our latest research in big data analytics finds it to be very important in 47 percent of organizations. However, we also find that only 14 percent are very satisfied with their use of big data, so there is plenty of room for improvement. How well Cloudera moves forward this year and next will determine its ability to compete in big data over the next five years.

Cloudera’s technology supports what it calls an enterprise data hub (EDH), vr_Big_Data_Analytics_04_types_of_big_data_for_analyticswhich ties together a series of integrated components for big data that include batch processing, analytic SQL, a search engine, machine learning, event stream processing and workload management; this is much like the way relational databases and tools evolved in the past. These features also can deal with the types of big data most often used, according to our research: 40 percent or more use five types, from transactional data (60%) to machine data (42%). Hadoop combines layers of the data and analytics stack from collection, staging and storage to data integration and integration with other technologies. For its part Cloudera has a sophisticated focus on both engineering and customer support. Its goal is to enable enterprise big data management that can connect and integrate with other data and applications from its range of partners. Cloudera also seeks to facilitate converged analytics. One of these partners, Zoomdata, demonstrated the potential of big data analytics in analytic discovery and exploration through its visualization on the Cloudera platform; its integrated and interactive tool can be used by business people as well as professionals in analytics, data management and IT.

Cloudera latest major release with Cloudera Enterprise 5 brought a range of enterprise advancements from in-memory processing, vr_Big_Data_Analytics_11_implementing_analytics_through_hadoopresource management, data management, data protection to name a few. Cloudera offers a range of product options that they announced to make it easier to embrace their Hadoop technology. Cloudera Express is its free version of Hadoop, and it provides three editions licensed through subscription: basic, flex and data hub. The Flex Edition of Cloudera Enterprise has support for analytic SQL, search, machine learning, event stream processing and online NoSQL through the Hadoop components HBase, Impala, Spark and Navigator; a customer organization can have one of these per Hadoop cluster. The Enterprise Data Hub (EDH) Edition enables use of any of the components in any configuration. Cloudera Navigator is a product for managing metadata, discovery and lineage, and in 2014 it will add search, annotation and registration on metadata. Cloudera uses Apache Hive to support SQL through HiveQL, and Cloudera Impala provides a unique interface to the Hadoop file system HDFS using SQL. This is in line with what our research shows organizations prefer: More than half (52%) use standard SQL to access Hadoop. This range of choices in getting to data within Hadoop helps Cloudera’s customers realize a broad range of uses that include predictive customer care, market risk management, customer experience and other areas where very large volumes of information can be applied for applications that were not cost-effective before. With EDH Edition Cloudera can compete directly with large players IBM, Oracle, SAS and Teradata, all of which have ambitions to provide the hub of big data operations for enterprises.

Having open source roots, community is especially important to Hadoop. vr_Big_Data_Analytics_07_dissatisfaction_with_big_data_analyticsPart of building a community is providing training to certify and validate skills. Cloudera has enrolled more than 50,000 professionals in its Cloudera University and works with online learning provider Udacity to increase the number of certified Hadoop users. It also has developed academic relationships to promote Hadoop skills being taught to computer science students. Our research finds that this sort of activity is necessary: The most common challenge in big data analytics processes for two out of three (67%) organizations is not having enough skilled resources; we have found similar issues in the implementation and management of big data. The other aspect of a community is to enlist partners that offer specific capabilities. I am impressed with Cloudera’s range of partners, from OEMs and system integrators to channel resellers such as Cisco, Dell, HP, NetApp and Oracle to support in the cloud from Amazon, IBM, Verizon and others.

To help it keep up Cloudera announced it has raised another $160 million from the likes of T. Rowe Price, Michael Dell Ventures and Google Ventures to add to financing from venture capital firms. With this funding Cloudera outlined its investment focus for 2014 which will concentrate on advancing database and storage, security, in-memory computing and cloud deployment. I believe that it will need to go further to meet the growing needs for integration and analytics and prove that it can provide a high-value integrated offering directly as well as through partners. Investing in its Navigator product also is important, as our research finds that quality and consistency of data is the most challenging aspect of the big data analytics process in 56 percent of organizations. At the same time, Cloudera should focus on optimizing its infrastructure for the four types of data discovery that are required according to our analysis.

Cloudera’s advantage is being the focal point in the Hadoop ecosystem while others are still trying to match its numbers in developers and partners to serve big data needs. Our research finds substantial growth opportunity here: Hadoop will be used in 30 vr_Info_Optimization_12_big_data_is_widely_usedpercent of organizations through 2015 and another 12 percent are planning to evaluate it. Our research also finds a significant lead for Cloudera in Hadoop distributions, but other options like Hortonworks and MapR are growing. The research finds that the most of these organizations are seeking the ability to respond faster to opportunities and threats; to do that they will need to have a next generation of skills to apply to big data projects. Our research in information optimization finds that over half (56%) of organizations are planning to use big data and Hadoop will be a key focus for those efforts. Cloudera has a strong position in the expanding big data market because it focuses on the fundamentals of information management and analytics through Hadoop. But it faces stiff competition from the established providers of RDBMSs and data appliances that are blending Hadoop with their technology as well as from a growing number of providers of commercial versions of Hadoop. Cloudera is well managed and has finances to meet these challenges; now it needs to be able to show many high-value production deployments in 2014 as the center of business’s big data strategies. If you are building a big data strategy with Hadoop, Cloudera must be in the evaluation priority for an organization.

Regards,

Mark Smith

CEO & Chief Research Officer

Organizations succeed through continuous planning to achieve high levels of performance. For most organizations planning is not an easy process to conduct. Planning software is typically designed for only a few people in the process, such as analysts, or organizations might use spreadsheets, which are not designed for business planning across an organization. Most technologies only allow you to examine the past and not plan for the future. For decades organizations have tried to focus planning on driving better results through higher participation, but they have usually failed, as technology has not advanced enough to support this business need.

Tidemark has been working to help organizations plan and perform more VR_2012_TechAward_Winner_Logoeffectively across business, including finance and operational areas. My colleague Robert Kugel a year ago analyzed the launch of the company. Last fall it came to market with generally available applications that operate across the web and mobile technology. They are designed for business but also illustrate my point about business leading the way to cloud computing. Ventana Research awarded Tidemark our 2012 Technology Innovation Award for Finance, as the company’s efforts make finance more effective and smarter in business planning operations. Tidemark’s focus on the user experience engages users with easy–to-read metrics. The software’s ability to update the plan and let users collaborate has gained it attention from organizations looking for a better approach to planning. Early customers such as Acosta, Chuck E. Cheese’s and G&K have validated its premise of a smarter way for organizations to manage performance through analytics and planning designed for everyone in business.

Using dedicated applications to support a business process like planning is a smart idea. Our recent research into business planning vr_bti_br_whats_important_in_choosing_technologyfound that organizations that use dedicated applications report a level of accuracy of 86 percent, compared to those using spreadsheets at 60 percent. Increasing the accuracy of the plan was the top item (47%) where change could improve the value of the financial and business planning process. More importantly, 82 percent of organizations using dedicated applications indicate they have all or most of the numbers for aligning performance through planning, compared with 39 percent of those using spreadsheets. Businesses struggle to blend planning and business analytics. Integrated business planning that encompasses every department should be available for any range of customer, operational, financial, HR, sales and revenue-related needs.

Tidemark focuses on usability, which our research into business technology innovation found to be very important in 64 percent of organizations, higher than any other evaluation criteria. Its metrics and planning processes are easy for people to read, view and understand, unlike today’s typical mashup of email messages, presentations and spreadsheets, or attempts to push a set of standard charts into a dashboard view, which I have already said to be pathetic.

The new Spring 2013 release is the company’s next major product milestone. It introduces the ability to present analytics and metrics in what the company calls Tidemark Storylines – visual business-focused infographics that are dynamically created to interpret and present information about the business in a past, present and future approach that I have not seen in a product to date. Beyond this tool to help inform business and provide better methods to interpret the data, Tidemark has enhanced the business modeling capabilities that make this all possible, and this is what business analysts will love about the product. By using driver-based planning and other important approaches, the application can help provide a unified view of actual and plan data along with business charts to let users examine what changes are needed or envision what-if scenarios. Addressing one of my personal rants over the last decade, the software’s English statements on the analysis and analytic computations (metric or key indicator) make it easier to understand what you are examining, and you can change a statement to drive the presentation of the analytics. Tidemark’s focus on the visual presentation of business analytics goes well beyond that of the majority of technology suppliers in the market today. It takes only a couple of minutes of seeing the application to understand how the intuitive and interactive charts tell the business story and don’t just present the numbers.

This new release provides advancements in collaboration, vr_ngbi_br_benefits_realized_from_collaborative_biwith annotation and collaborative methods built in as part of the application. For years IT analysts have failed to understand that collaboration is the essence of what people do every day to drive improvement, and what those held accountable for business actually need. Our technology innovation research found collaboration to be the second most important priority after analytics, and having collaboration embedded within applications was the preferred method in 43 percent of organizations, over use of Microsoft Office or standalone tools. Tidemark provides collaboration within the context of the analytics and plan. It is able to integrate a range of comments or a document relevant to the analytics. It can securely store content to help with the need for disclosures, or any level of secured document storage, through a partnership with Box. Our recent research into next-generation business intelligence found that by using collaborative methods, organizations improve decision-making and have better communications than those that do not. I would assume that every organization would like these types of benefits for their business.

The next largest advancement is in how Tidemark allows for rapid configuration to make the application quick to deploy and use for a wide range of analytics and planning needs, no matter how strategic or operational they might be for an organization. It is not a one-size-fits-all approach; the Tidemark application can be adapted easily for any business process or planning needs.

vr_bti_br_technology_innovation_prioritiesAs organizations begin to realize the drawbacks of using spreadsheets and legacy applications not designed for the planning and performance processes, they will find that almost half (47%) can get to the details faster with dedicated applications compared to those that use spreadsheets alone (21%) or those that use spreadsheets with other applications (16%).  Respondents in our recent benchmark research in business technology innovation ranked business analytics their top priority (39%), in part for their importance in business planning. As organizations look at how to get better at strategic and long-range planning, they need to ensure they spend the right amount of time, as my colleague eloquently points out.

Tidemark partners with Workday to provide its products integrated with Workday’s HR and accounting applications that operate in the cloud, which are rapidly replacing on-premises ERP implementations. Tidemark also takes advantage of big data related to unstructured content using new technologies like its partner Cloudera.

Just investing in business analytics to analyze the past is not sufficient for achieving higher levels of performance. Without planning it is hard to determine what business should do to improve. Tidemark uses cloud computing and mobile technology in a unique way to advance business planning across the enterprise, and is worth your time to evaluate. Tidemark provides a strong foundation, but it should provide easier access for people to try the application for a short period of time, as I believe that once organizations try it, many will become customers. Tidemark can help meet organizations’ planning and performance needs and determine how a business can reach its full potential with its new and innovative release.

Regards,

Mark Smith

CEO & Chief Research Officer

Mark Smith – Twitter

Top Rated

Stats

  • 165,867 hits
Follow

Get every new post delivered to your Inbox.

Join 17,644 other followers

%d bloggers like this: