|By Bob Gourley||
|October 18, 2013 11:36 AM EDT||
By Bob Gourley
Editor’s note: This list first appeared on our site Analyst One. -bg
In March 2011 Businessweek quoted Cloudera’s Mike Olson describing a “Cambrian explosion” of corporate analytical technology. Mike really nailed it with that one. With the continuous development of advanced infrastructure based around Apache Hadoop there has been an incredible amount of innovation around enterprise “Big Data” technologies, including in the analytical tool space.
This is great for analysts! But it poses some challenges. How do you know which technologies deserve your time and energy? Which firms have something so important that you should push hard to get them into your enterprise? Those are questions we would like to help you address.
We have produced The Analyst One Top Technologies List to help you address those questions. This is a short list of firms that can help you narrow your search for the right analyst-facing capabilities for your organization. We list our methodologies at the end of the list.
The Analyst One Top Technologies List
H2O by 0xdata brings better algorithms to big data. H2O is the open source math & machine learning platform for speed and scale. With H2O enterprises can use all of their data (instead of sampling) in real-time for better predictions. Data Scientists can take both simple & sophisticated models to production from the same interactive platform used for modeling, within R and JSON. H2O is also used as an algorithms library for Making Hadoop Do Math. 0xdata customers have built powerful domain specific predictive engines for Recommendations, Pricing and Outlier detection in Fraud & Insurance. 0xdata is the maker of H2O and nurturing a grassroots movement of math, systems and data scientists to herald the new wave of Discovery with Big Data Science.
Alpine Data Labs makes data science on Big Data accessible to everyone. Alpine has simplified popular machine-learning methods and made them available on petabyte-scale datasets. Alpine’s lightweight web application does this by leveraging the parallel processing power of Hadoop and MPP databases. They deliver on the promise of Hadoop and Big Data, by providing a collaborative and intuitive visual environment for teams to quickly create and deploy analytics workflows and predictive models.
Alteryx, a leader in Strategic Analytics, dramatically improves data analysts’ productivity. The solution enables analysts to blend complex data, build sophisticated analytics in a much easier way than tools like SAS, and simplify how business users consume analytic insights. Analytic applications built on Alteryx enable executives to identify and seize market opportunities, outsmart their competitors, increase customer loyalty and drive more revenue. More than 300 customers, including Experian Marketing Services and McDonald’s, and 200,000+ users worldwide rely on Alteryx daily.
ClearStory Data is making it easy for business users to find, combine and interactively analyze big, diverse data across first-party and third-party sources for immediate insights. The ClearStory Data team has decades of combined experience at Aster Data, BusinessObjects, Cloudera, Google, Facebook, Netscape, Opsware, Oracle, Salesforce.com and Teradata, The company is backed by investments from Andreessen Horowitz, Google Ventures, Khosla Ventures, Kleiner Perkins Caufield & Byers and Silicon Valley industry leaders.
Cloudera pioneered the business case for Hadoop with CDH, the world’s most comprehensive, tested and widely deployed distribution of Hadoop. Its Platform for Big Data, Cloudera Enterprise, empowers enterprises to Ask Bigger Questions™ and gain rich, actionable insights from all their data to derive real business value and competitive advantage. As the top contributor to the Apache open source community and leading educator of data professionals, with tens of thousands of nodes under management and hundreds of customers across diverse markets, Cloudera is the category leader that sets the standard for Hadoop in the enterprise. Cloudera delivers capabilities of direct interest to analysts, including tools for data provenance and data search as well as other analytics capabilities. Cloudera also enables almost every other analytical technology available on the Big Data market today.
Cloudwick is a leader in Big Data people, process and technology transformation. With more than 60,000 hours of Cloudera, Hortonworks, MapR and DataStax production services to leading Fortune 1000 clients like Bank of America, FINRA, Visa, American Express, T-Mobile, Apixio and NetApp Cloudwick is the right partner for your Big Data project. Talk to Cloudwick if you need a team player, team lead or an entire team for your Big Data project.
Datameer’s Hadoop-based Big Data Analytics solution makes it easy for business users to discover insights in any data, regardless of its structure, size or source. With wizard-based data integration, schema-free, advanced analytics and sophisticated data visualization capabilities, Datameer is fully extensible and easily integrates into existing data infrastructures. Datameer scales from a laptop to thousands of nodes and is available for all major Hadoop distributions including Apache, Cloudera, EMC, Hortonworks, IBM, MapR, Yahoo!, Amazon and Microsoft. The Datameer Analytics App Market provides pre-built analytic applications built by subject matter experts to jumpstart the process on common analytical tasks.
DataRPM delivers industry’s first natural language and search-based Business Intelligence platform for Big Data that can be embedded into Data of Everything including software, streaming data, websites, blogs, intranets etc. either on the cloud or on premises. DataRPM’s ground breaking computational search technology enables users to mash-up data from any source for real-time ad-hoc analysis with the ability to just ask questions or search and get back results with rich visualizations and interactive capability to slice-dice, drill-down, filter and collaborate in-place among stakeholders to make informed decisions. DataRPM is privately held and venture funded. It was recognized as one of DC’s hottest startups by the Tech Cocktail Showcase and is ranked as a Top 50 analytics company by Signl.
DataTorrent is the first data & action platform in the world that can instantaneously process streaming data on a massive-scale. Built exclusively on Hadoop 2.0, it lets enterprises process, monitor, analyze, and act on massive amounts of unstructured or structured data in real-time. DataTorrent runs directly in your Hadoop cluster in memory and handles the processing and transformation of your data instantaneously, with built-in fault tolerance and elasticity. Unlike traditional batch processing that can literally take hours, DataTorrent enables immediate “NowTime” decision making.
DECISIVE ANALYTICS Corporation (DAC) is engaged by commercial and government clients to solve their most complex analytical problems. Their CONTOUR product is designed to digest large volumes of data to distill hidden relationships and meanings. With the ability to work with text, video or voice, in both structured and unstructured formats, users can analyze big data from the web, Twitter, Facebook, Youtube or any database of interest to obtain intelligent information responsive to user queries. Of particular interest is CONTOUR’s ability to detect and accurately analyze sentiment which has a significant return for investment and marketing research.
Digital Reasoning enables the automated understanding of human communication. Digital Reasoning’s award-winning machine learning platform, Synthesys, identifies threats, risks and opportunities by transforming information into a private Knowledge Graph. Digital Reasoning is headquartered outside of Nashville, Tennessee, with offices in Washington, D.C., and New York.
Haystax/Digital Sandbox provides analytic software products and services for threat and risk analysis and monitoring to National Security, Public Safety, and Homeland Security missions. Federal, State, and Local agencies use Digital Sandbox commercial software product suites to quantify and monitor risks from natural and man-made threats, and to direct resources based on threat and risk priorities. Digital Sandbox’s suite of secure and cloud-deployable software tools provide geospatial, temporal, and real-time streaming information feeds to monitor threats and risks for analysts, field operations teams and command staff. Digital Sandbox technology employs patented risk analytics to fuse multiple, disparate information streams and identify priority information dynamically based on sophisticated models of threat and risk. These analytics are deployed onto the Digital Sandbox commercial software platform and provided directly to operational users through visual displays in command centers, analytic cells, and in the field on mobile platforms.
Kapow Software, a Kofax company, provides an agile Big Data integration platform that organizations rely on to nimbly extract critical information from any source – be it conventional or big data – then make it actionable and accessible across the organization. Kapow Software helps modernize the workplace, improves business processes, and drives better business results. It’s trusted by hundreds of large global enterprises, including Audi, Intel, Fiserv, Deutsche Telekom, NetApp and more than a dozen federal agencies. For more information, please visit: www.kapowsoftware.com.
Karmasphere powers full-fidelity analytics on Hadoop with the most streamlined, open and enterprise-ready approach to Big Data analytics on the market today. The Karmasphere Workspace for Big Data Analytics is uniquely designed to natively extract value from Big Data without the need for abstraction or replication, which significantly reduces total cost of ownership and complexity. To make Big Data readily available to both data and business analysts, Karmasphere provides both Hadoop-standard SQL and visual data exploration. Karmasphere makes it easier for customers, such as Autodesk, Chevron, Chillingo, Intel and Supervalu, to deeply understand their customers and optimize their products, services and customer experience.
LucidWorks, the trusted name in Search, Discovery and Analytics, transforms the way people access information to enable data-driven decisions. Leveraging both structured and unstructured data built on the power of Apache Lucene/Solr open source search, LucidWorks delivers unmatched stability, scalability, and time-to-delivery for search applications. LucidWorks Search provides ease of use development to access up to billions of documents with sub-second query and faceting response time. LucidWorks Big Data tightly integrates key Apache projects needed to build and deploy applications providing ubiquitous access to the data trapped inside Hadoop.
Pentaho is building the future of business analytics. Pentaho’s open source heritage drives continued innovation in a modern, integrated, embeddable platform built for accessing all data sources. With support for all of the leading Hadoop distributions, NoSQL databases and high performance analytic databases, Pentaho provides the broadest support for big data analytics, as well as integration and orchestration of big data and traditional sources.
Platfora’s mission is to empower customers to transform their businesses into fact-based enterprises. Platfora masks the complexity of Hadoop, making it easy for customers to understand all the facts in their business across events, actions, behaviors and time. Follow @platfora and #FactBased on twitter.
Web intelligence is an emerging intelligence capability that draws on the web: the richest real-time information about the world, generated and updated by millions of people every day. Recorded Future organizes this flood of rich, real-time reporting to reveal competitive and risk insights, using a Temporal Analytics™ Engine. Their capabilities serve a wide variety of missions, from predicting market activity to assessing cyber threats to assessing overall risk.
Revelytix produces enterprise software empowering data scientists and business analysts working with Hadoop-based datasets. The Loom Registry brings order to the chaos of Hadoop clusters by managing datasets, recording workflows, and capturing complete data lineage and provenance information. The Loom Server simplifies MapReduce using an extensible workflow paradigm, automatically updating the Loom Registry with workflow results. Revelytix unlocks the full potential of Hadoop — with Loom.
Revolution Analytics delivers advanced analytics software at half the cost of existing solutions. The company brings high performance, productivity, and enterprise readiness to open source R, the most powerful statistics software in the world. To equip R for the demands and requirements the modern data-driven business, Revolution Analytics builds on open source R with innovations in big data analysis, integration and enterprise deployment. Leading organizations including Merck, Bank of America and Mu Sigma rely on Revolution R Enterprise for their data analysis, development and mission-critical production needs. Revolution Analytics is committed to fostering the growth of the R community, and offers free licenses of Revolution R Enterprise to academia. Revolution Analytics is headquartered in Palo Alto, Calif. and backed by North Bridge Venture Partners and Intel Capital.
SitScape’s award-winning, Web-based, User-Defined-Operating-Picture (UDOP) software product delivers the promise of on-demand situational awareness and information at-a-glance with zero infrastructure changes. It empowers knowledge workers to quickly assemble lightweight visual composite Web applications in minutes.
Tableau Software helps people see and understand data. Tableau’s award-winning software delivers fast analytics, visualization and rapid-fire business intelligence on data of any size, format, or subject. The result? Anyone can get answers from data quickly, with no programming required. From executive dashboards to ad-hoc reports, Tableau lets you share mobile and browser-based, interactive analytics in a few clicks. More than 9,000 organizations, including some of the world’s largest enterprises, rely on Tableau Software. Learn more at: www.tableausoftware.com.
Founded by Stephen Wolfram in 1987, Wolfram Research is one of the world’s most respected software companies-as well as a powerhouse of scientific and technical innovation. As pioneers in computational science and the computational paradigm, we have pursued a long-term vision to develop the science, technology, and tools to make computation an ever-more-potent force in the world. At the center is Mathematica, our ever-advancing core product that launched modern technical computing and has become the world’s most powerful global computation system. Mathematica represents a unique blend of major research breakthroughs, outstanding user-oriented design, and world-class software engineering.
Designed to support Big Data, Zoomdata’s Stream Processing technology delivers real time data feeds to tablet and browser based devices. Through the use of touch screen devices, users are able to interact with data in real time, rewind the data, compare the data and share views with their colleagues.
We firmly believe that technologies must be supported by strong companies, so we focus on companies with proven ability to serve in real enterprises. In most cases we select VC backed firms because those come with staying power. We love open source, but open source solutions should also be supported by a strong firm. We also believe it is important to only report on firms that have products that are really available now (no vaporware). Additionally, we believe most firms that have a capability that can make a difference for the modern analyst will be interested in demonstrating that capability at Hadoop World. This last assumption allowed us to get a jumpstart on our first list. We started our process by reviewing the full list of sponsors and exhibitors at the coming Hadoop World (for a full list of all exhibitors see here). We then reviewed previous research at our CTOlabs.com and CTOvision.com sites to round out this initial list.
We know our methodology has some holes. But as good analysts we are going to keep our eyes and ears open for other technologies we can report on and will modify this list as required. We also know we have you, dear readers, to check our assumptions and give us feedback on the list. If you have or know of a firm we should consider for this, let us know by completing our Analytical Technology Survey Form.
There will be 20 billion IoT devices connected to the Internet soon. What if we could control these devices with our voice, mind, or gestures? What if we could teach these devices how to talk to each other? What if these devices could learn how to interact with us (and each other) to make our lives better? What if Jarvis was real? How can I gain these super powers? In his session at 17th Cloud Expo, Chris Matthieu, co-founder and CTO of Octoblu, will show you!
Oct. 10, 2015 11:00 AM EDT Reads: 118
Developing software for the Internet of Things (IoT) comes with its own set of challenges. Security, privacy, and unified standards are a few key issues. In addition, each IoT product is comprised of at least three separate application components: the software embedded in the device, the backend big-data service, and the mobile application for the end user's controls. Each component is developed by a different team, using different technologies and practices, and deployed to a different stack/target - this makes the integration of these separate pipelines and the coordination of software upd...
Oct. 10, 2015 11:00 AM EDT Reads: 324
As a company adopts a DevOps approach to software development, what are key things that both the Dev and Ops side of the business must keep in mind to ensure effective continuous delivery? In his session at DevOps Summit, Mark Hydar, Head of DevOps, Ericsson TV Platforms, will share best practices and provide helpful tips for Ops teams to adopt an open line of communication with the development side of the house to ensure success between the two sides.
Oct. 10, 2015 11:00 AM EDT Reads: 638
Mobile messaging has been a popular communication channel for more than 20 years. Finnish engineer Matti Makkonen invented the idea for SMS (Short Message Service) in 1984, making his vision a reality on December 3, 1992 by sending the first message ("Happy Christmas") from a PC to a cell phone. Since then, the technology has evolved immensely, from both a technology standpoint, and in our everyday uses for it. Originally used for person-to-person (P2P) communication, i.e., Sally sends a text message to Betty – mobile messaging now offers tremendous value to businesses for customer and empl...
Oct. 10, 2015 10:15 AM EDT Reads: 336
SYS-CON Events announced today that Sandy Carter, IBM General Manager Cloud Ecosystem and Developers, and a Social Business Evangelist, will keynote at the 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA.
Oct. 10, 2015 10:00 AM EDT Reads: 131
The IoT market is on track to hit $7.1 trillion in 2020. The reality is that only a handful of companies are ready for this massive demand. There are a lot of barriers, paint points, traps, and hidden roadblocks. How can we deal with these issues and challenges? The paradigm has changed. Old-style ad-hoc trial-and-error ways will certainly lead you to the dead end. What is mandatory is an overarching and adaptive approach to effectively handle the rapid changes and exponential growth.
Oct. 10, 2015 10:00 AM EDT Reads: 256
The IoT is upon us, but today’s databases, built on 30-year-old math, require multiple platforms to create a single solution. Data demands of the IoT require Big Data systems that can handle ingest, transactions and analytics concurrently adapting to varied situations as they occur, with speed at scale. In his session at @ThingsExpo, Chad Jones, chief strategy officer at Deep Information Sciences, will look differently at IoT data so enterprises can fully leverage their IoT potential. He’ll share tips on how to speed up business initiatives, harness Big Data and remain one step ahead by apply...
Oct. 10, 2015 09:00 AM EDT Reads: 641
WebRTC converts the entire network into a ubiquitous communications cloud thereby connecting anytime, anywhere through any point. In his session at WebRTC Summit,, Mark Castleman, EIR at Bell Labs and Head of Future X Labs, will discuss how the transformational nature of communications is achieved through the democratizing force of WebRTC. WebRTC is doing for voice what HTML did for web content.
Oct. 10, 2015 09:00 AM EDT Reads: 1,444
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, will explore the IoT cloud-based platform technologies driving this change including privacy controls, data transparency and integration of real time context w...
Oct. 10, 2015 09:00 AM EDT Reads: 158
"Matrix is an ambitious open standard and implementation that's set up to break down the fragmentation problems that exist in IP messaging and VoIP communication," explained John Woolf, Technical Evangelist at Matrix, in this SYS-CON.tv interview at @ThingsExpo, held Nov 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA.
Oct. 10, 2015 07:00 AM EDT Reads: 5,951
WebRTC has had a real tough three or four years, and so have those working with it. Only a few short years ago, the development world were excited about WebRTC and proclaiming how awesome it was. You might have played with the technology a couple of years ago, only to find the extra infrastructure requirements were painful to implement and poorly documented. This probably left a bitter taste in your mouth, especially when things went wrong.
Oct. 10, 2015 06:00 AM EDT Reads: 826
Nowadays, a large number of sensors and devices are connected to the network. Leading-edge IoT technologies integrate various types of sensor data to create a new value for several business decision scenarios. The transparent cloud is a model of a new IoT emergence service platform. Many service providers store and access various types of sensor data in order to create and find out new business values by integrating such data.
Oct. 10, 2015 04:00 AM EDT Reads: 608
The broad selection of hardware, the rapid evolution of operating systems and the time-to-market for mobile apps has been so rapid that new challenges for developers and engineers arise every day. Security, testing, hosting, and other metrics have to be considered through the process. In his session at Big Data Expo, Walter Maguire, Chief Field Technologist, HP Big Data Group, at Hewlett-Packard, will discuss the challenges faced by developers and a composite Big Data applications builder, focusing on how to help solve the problems that developers are continuously battling.
Oct. 10, 2015 04:00 AM EDT Reads: 521
There are so many tools and techniques for data analytics that even for a data scientist the choices, possible systems, and even the types of data can be daunting. In his session at @ThingsExpo, Chris Harrold, Global CTO for Big Data Solutions for EMC Corporation, will show how to perform a simple, but meaningful analysis of social sentiment data using freely available tools that take only minutes to download and install. Participants will get the download information, scripts, and complete end-to-end walkthrough of the analysis from start to finish. Participants will also be given the pract...
Oct. 10, 2015 03:00 AM EDT Reads: 341
WebRTC: together these advances have created a perfect storm of technologies that are disrupting and transforming classic communications models and ecosystems. In his session at WebRTC Summit, Cary Bran, VP of Innovation and New Ventures at Plantronics and PLT Labs, will provide an overview of this technological shift, including associated business and consumer communications impacts, and opportunities it may enable, complement or entirely transform.
Oct. 10, 2015 02:15 AM EDT Reads: 772
SYS-CON Events announced today that Dyn, the worldwide leader in Internet Performance, will exhibit at SYS-CON's 17th International Cloud Expo®, which will take place on November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. Dyn is a cloud-based Internet Performance company. Dyn helps companies monitor, control, and optimize online infrastructure for an exceptional end-user experience. Through a world-class network and unrivaled, objective intelligence into Internet conditions, Dyn ensures traffic gets delivered faster, safer, and more reliably than ever.
Oct. 10, 2015 02:00 AM EDT Reads: 662
WebRTC services have already permeated corporate communications in the form of videoconferencing solutions. However, WebRTC has the potential of going beyond and catalyzing a new class of services providing more than calls with capabilities such as mass-scale real-time media broadcasting, enriched and augmented video, person-to-machine and machine-to-machine communications. In his session at @ThingsExpo, Luis Lopez, CEO of Kurento, will introduce the technologies required for implementing these ideas and some early experiments performed in the Kurento open source software community in areas ...
Oct. 10, 2015 01:00 AM EDT Reads: 788
Too often with compelling new technologies market participants become overly enamored with that attractiveness of the technology and neglect underlying business drivers. This tendency, what some call the “newest shiny object syndrome,” is understandable given that virtually all of us are heavily engaged in technology. But it is also mistaken. Without concrete business cases driving its deployment, IoT, like many other technologies before it, will fade into obscurity.
Oct. 10, 2015 12:00 AM EDT Reads: 185
Who are you? How do you introduce yourself? Do you use a name, or do you greet a friend by the last four digits of his social security number? Assuming you don’t, why are we content to associate our identity with 10 random digits assigned by our phone company? Identity is an issue that affects everyone, but as individuals we don’t spend a lot of time thinking about it. In his session at @ThingsExpo, Ben Klang, Founder & President of Mojo Lingo, will discuss the impact of technology on identity. Should we federate, or not? How should identity be secured? Who owns the identity? How is identity ...
Oct. 9, 2015 10:00 PM EDT Reads: 455
The buzz continues for cloud, data analytics and the Internet of Things (IoT) and their collective impact across all industries. But a new conversation is emerging - how do companies use industry disruption and technology enablers to lead in markets undergoing change, uncertainty and ambiguity? Organizations of all sizes need to evolve and transform, often under massive pressure, as industry lines blur and merge and traditional business models are assaulted and turned upside down. In this new data-driven world, marketplaces reign supreme while interoperability, APIs and applications deliver un...
Oct. 9, 2015 08:00 PM EDT Reads: 323