|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.
A critical component of any IoT project is what to do with all the data being generated. This data needs to be captured, processed, structured, and stored in a way to facilitate different kinds of queries. Traditional data warehouse and analytical systems are mature technologies that can be used to handle certain kinds of queries, but they are not always well suited to many problems, particularly when there is a need for real-time insights.
Jul. 27, 2016 04:30 PM EDT Reads: 1,846
Big Data, cloud, analytics, contextual information, wearable tech, sensors, mobility, and 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 @ThingsExpo, Erik Perotti, Senior Manager of New Ventures on Plantronics’ Innovation team, provided an overview of this technological shift, including associated business and consumer communications impacts, and opportunities it ...
Jul. 27, 2016 04:30 PM EDT Reads: 157
You think you know what’s in your data. But do you? Most organizations are now aware of the business intelligence represented by their data. Data science stands to take this to a level you never thought of – literally. The techniques of data science, when used with the capabilities of Big Data technologies, can make connections you had not yet imagined, helping you discover new insights and ask new questions of your data. In his session at @ThingsExpo, Sarbjit Sarkaria, data science team lead ...
Jul. 27, 2016 04:15 PM EDT Reads: 1,100
Extracting business value from Internet of Things (IoT) data doesn’t happen overnight. There are several requirements that must be satisfied, including IoT device enablement, data analysis, real-time detection of complex events and automated orchestration of actions. Unfortunately, too many companies fall short in achieving their business goals by implementing incomplete solutions or not focusing on tangible use cases. In his general session at @ThingsExpo, Dave McCarthy, Director of Products...
Jul. 27, 2016 04:00 PM EDT Reads: 1,733
Is your aging software platform suffering from technical debt while the market changes and demands new solutions at a faster clip? It’s a bold move, but you might consider walking away from your core platform and starting fresh. ReadyTalk did exactly that. In his General Session at 19th Cloud Expo, Michael Chambliss, Head of Engineering at ReadyTalk, will discuss why and how ReadyTalk diverted from healthy revenue and over a decade of audio conferencing product development to start an innovati...
Jul. 27, 2016 04:00 PM EDT Reads: 1,048
WebRTC is bringing significant change to the communications landscape that will bridge the worlds of web and telephony, making the Internet the new standard for communications. Cloud9 took the road less traveled and used WebRTC to create a downloadable enterprise-grade communications platform that is changing the communication dynamic in the financial sector. In his session at @ThingsExpo, Leo Papadopoulos, CTO of Cloud9, discussed the importance of WebRTC and how it enables companies to focus...
Jul. 27, 2016 03:30 PM EDT Reads: 961
SYS-CON Events announced today that 910Telecom will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Housed in the classic Denver Gas & Electric Building, 910 15th St., 910Telecom is a carrier-neutral telecom hotel located in the heart of Denver. Adjacent to CenturyLink, AT&T, and Denver Main, 910Telecom offers connectivity to all major carriers, Internet service providers, Internet backbones and ...
Jul. 27, 2016 11:00 AM EDT Reads: 706
SYS-CON Events announced today that LeaseWeb USA, a cloud Infrastructure-as-a-Service (IaaS) provider, will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. LeaseWeb is one of the world's largest hosting brands. The company helps customers define, develop and deploy IT infrastructure tailored to their exact business needs, by combining various kinds cloud solutions.
Jul. 27, 2016 10:30 AM EDT Reads: 1,224
Manufacturers are embracing the Industrial Internet the same way consumers are leveraging Fitbits – to improve overall health and wellness. Both can provide consistent measurement, visibility, and suggest performance improvements customized to help reach goals. Fitbit users can view real-time data and make adjustments to increase their activity. In his session at @ThingsExpo, Mark Bernardo Professional Services Leader, Americas, at GE Digital, discussed how leveraging the Industrial Internet a...
Jul. 27, 2016 09:45 AM EDT Reads: 459
The cloud market growth today is largely in public clouds. While there is a lot of spend in IT departments in virtualization, these aren’t yet translating into a true “cloud” experience within the enterprise. What is stopping the growth of the “private cloud” market? In his general session at 18th Cloud Expo, Nara Rajagopalan, CEO of Accelerite, explored the challenges in deploying, managing, and getting adoption for a private cloud within an enterprise. What are the key differences between wh...
Jul. 27, 2016 09:30 AM EDT Reads: 2,075
SYS-CON Events announced today that Venafi, the Immune System for the Internet™ and the leading provider of Next Generation Trust Protection, will exhibit at @DevOpsSummit at 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Venafi is the Immune System for the Internet™ that protects the foundation of all cybersecurity – cryptographic keys and digital certificates – so they can’t be misused by bad guys in attacks...
Jul. 27, 2016 09:15 AM EDT Reads: 1,367
The best-practices for building IoT applications with Go Code that attendees can use to build their own IoT applications. In his session at @ThingsExpo, Indraneel Mitra, Senior Solutions Architect & Technology Evangelist at Cognizant, provided valuable information and resources for both novice and experienced developers on how to get started with IoT and Golang in a day. He also provided information on how to use Intel Arduino Kit, Go Robotics API and AWS IoT stack to build an application tha...
Jul. 27, 2016 09:15 AM EDT Reads: 1,165
Amazon has gradually rolled out parts of its IoT offerings in the last year, but these are just the tip of the iceberg. In addition to optimizing their back-end AWS offerings, Amazon is laying the ground work to be a major force in IoT – especially in the connected home and office. Amazon is extending its reach by building on its dominant Cloud IoT platform, its Dash Button strategy, recently announced Replenishment Services, the Echo/Alexa voice recognition control platform, the 6-7 strategic...
Jul. 27, 2016 09:00 AM EDT Reads: 468
For basic one-to-one voice or video calling solutions, WebRTC has proven to be a very powerful technology. Although WebRTC’s core functionality is to provide secure, real-time p2p media streaming, leveraging native platform features and server-side components brings up new communication capabilities for web and native mobile applications, allowing for advanced multi-user use cases such as video broadcasting, conferencing, and media recording.
Jul. 27, 2016 08:45 AM EDT Reads: 944
IoT generates lots of temporal data. But how do you unlock its value? You need to discover patterns that are repeatable in vast quantities of data, understand their meaning, and implement scalable monitoring across multiple data streams in order to monetize the discoveries and insights. Motif discovery and deep learning platforms are emerging to visualize sensor data, to search for patterns and to build application that can monitor real time streams efficiently. In his session at @ThingsExpo, ...
Jul. 27, 2016 08:45 AM EDT Reads: 1,076
Verizon Communications Inc. (NYSE, Nasdaq: VZ) and Yahoo! Inc. (Nasdaq: YHOO) have entered into a definitive agreement under which Verizon will acquire Yahoo's operating business for approximately $4.83 billion in cash, subject to customary closing adjustments. Yahoo informs, connects and entertains a global audience of more than 1 billion monthly active users** -- including 600 million monthly active mobile users*** through its search, communications and digital content products. Yahoo also co...
Jul. 27, 2016 08:00 AM EDT Reads: 607
There will be new vendors providing applications, middleware, and connected devices to support the thriving IoT ecosystem. This essentially means that electronic device manufacturers will also be in the software business. Many will be new to building embedded software or robust software. This creates an increased importance on software quality, particularly within the Industrial Internet of Things where business-critical applications are becoming dependent on products controlled by software. Qua...
Jul. 27, 2016 06:30 AM EDT Reads: 1,494
In addition to all the benefits, IoT is also bringing new kind of customer experience challenges - cars that unlock themselves, thermostats turning houses into saunas and baby video monitors broadcasting over the internet. This list can only increase because while IoT services should be intuitive and simple to use, the delivery ecosystem is a myriad of potential problems as IoT explodes complexity. So finding a performance issue is like finding the proverbial needle in the haystack.
Jul. 27, 2016 04:45 AM EDT Reads: 2,294
Machine Learning helps make complex systems more efficient. By applying advanced Machine Learning techniques such as Cognitive Fingerprinting, wind project operators can utilize these tools to learn from collected data, detect regular patterns, and optimize their own operations. In his session at 18th Cloud Expo, Stuart Gillen, Director of Business Development at SparkCognition, discussed how research has demonstrated the value of Machine Learning in delivering next generation analytics to imp...
Jul. 27, 2016 04:30 AM EDT Reads: 2,517
Large scale deployments present unique planning challenges, system commissioning hurdles between IT and OT and demand careful system hand-off orchestration. In his session at @ThingsExpo, Jeff Smith, Senior Director and a founding member of Incenergy, will discuss some of the key tactics to ensure delivery success based on his experience of the last two years deploying Industrial IoT systems across four continents.
Jul. 27, 2016 04:00 AM EDT Reads: 1,576