|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.
Data is an unusual currency; it is not restricted by the same transactional limitations as money or people. In fact, the more that you leverage your data across multiple business use cases, the more valuable it becomes to the organization. And the same can be said about the organization’s analytics. In his session at 19th Cloud Expo, Bill Schmarzo, CTO for the Big Data Practice at EMC, will introduce a methodology for capturing, enriching and sharing data (and analytics) across the organizati...
Sep. 24, 2016 09:45 PM EDT Reads: 1,586
DevOps at Cloud Expo, taking place Nov 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 19th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The widespread success of cloud computing is driving the DevOps revolution in enterprise IT. Now as never before, development teams must communicate and collaborate in a dynamic, 24/7/365 environment. There is no time to wait for long dev...
Sep. 24, 2016 09:30 PM EDT Reads: 3,317
I'm a lonely sensor. I spend all day telling the world how I'm feeling, but none of the other sensors seem to care. I want to be connected. I want to build relationships with other sensors to be more useful for my human. I want my human to understand that when my friends next door are too hot for a while, I'll soon be flaming. And when all my friends go outside without me, I may be left behind. Don't just log my data; use the relationship graph. In his session at @ThingsExpo, Ryan Boyd, Engi...
Sep. 24, 2016 09:15 PM EDT Reads: 1,190
The vision of a connected smart home is becoming reality with the application of integrated wireless technologies in devices and appliances. The use of standardized and TCP/IP networked wireless technologies in line-powered and battery operated sensors and controls has led to the adoption of radios in the 2.4GHz band, including Wi-Fi, BT/BLE and 802.15.4 applied ZigBee and Thread. This is driving the need for robust wireless coexistence for multiple radios to ensure throughput performance and th...
Sep. 24, 2016 08:30 PM EDT Reads: 1,434
The Internet of Things can drive efficiency for airlines and airports. In their session at @ThingsExpo, Shyam Varan Nath, Principal Architect with GE, and Sudip Majumder, senior director of development at Oracle, will discuss the technical details of the connected airline baggage and related social media solutions. These IoT applications will enhance travelers' journey experience and drive efficiency for the airlines and the airports. The session will include a working demo and a technical d...
Sep. 24, 2016 08:00 PM EDT Reads: 1,644
SYS-CON Events announced today the Enterprise IoT Bootcamp, being held November 1-2, 2016, in conjunction with 19th Cloud Expo | @ThingsExpo at the Santa Clara Convention Center in Santa Clara, CA. Combined with real-world scenarios and use cases, the Enterprise IoT Bootcamp is not just based on presentations but with hands-on demos and detailed walkthroughs. We will introduce you to a variety of real world use cases prototyped using Arduino, Raspberry Pi, BeagleBone, Spark, and Intel Edison. Y...
Sep. 24, 2016 07:00 PM EDT Reads: 2,778
Fact is, enterprises have significant legacy voice infrastructure that’s costly to replace with pure IP solutions. How can we bring this analog infrastructure into our shiny new cloud applications? There are proven methods to bind both legacy voice applications and traditional PSTN audio into cloud-based applications and services at a carrier scale. Some of the most successful implementations leverage WebRTC, WebSockets, SIP and other open source technologies. In his session at @ThingsExpo, Da...
Sep. 24, 2016 06:45 PM EDT Reads: 1,469
If you’re responsible for an application that depends on the data or functionality of various IoT endpoints – either sensors or devices – your brand reputation depends on the security, reliability, and compliance of its many integrated parts. If your application fails to deliver the expected business results, your customers and partners won't care if that failure stems from the code you developed or from a component that you integrated. What can you do to ensure that the endpoints work as expect...
Sep. 24, 2016 04:30 PM EDT Reads: 1,502
Information technology is an industry that has always experienced change, and the dramatic change sweeping across the industry today could not be truthfully described as the first time we've seen such widespread change impacting customer investments. However, the rate of the change, and the potential outcomes from today's digital transformation has the distinct potential to separate the industry into two camps: Organizations that see the change coming, embrace it, and successful leverage it; and...
Sep. 24, 2016 03:00 PM EDT Reads: 1,023
SYS-CON Events announced today that China Unicom 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. China United Network Communications Group Co. Ltd ("China Unicom") was officially established in 2009 on the basis of the merger of former China Netcom and former China Unicom. China Unicom mainly operates a full range of telecommunications services including mobile broadband (GSM, WCDMA, LTE F...
Sep. 24, 2016 01:30 PM EDT Reads: 1,673
Enterprise IT has been in the era of Hybrid Cloud for some time now. But it seems most conversations about Hybrid are focused on integrating AWS, Microsoft Azure, or Google ECM into existing on-premises systems. Where is all the Private Cloud? What do technology providers need to do to make their offerings more compelling? How should enterprise IT executives and buyers define their focus, needs, and roadmap, and communicate that clearly to the providers?
Sep. 24, 2016 01:00 PM EDT Reads: 1,480
The Transparent Cloud-computing Consortium (abbreviation: T-Cloud Consortium) will conduct research activities into changes in the computing model as a result of collaboration between "device" and "cloud" and the creation of new value and markets through organic data processing High speed and high quality networks, and dramatic improvements in computer processing capabilities, have greatly changed the nature of applications and made the storing and processing of data on the network commonplace.
Sep. 24, 2016 12:00 PM EDT Reads: 750
SYS-CON Events announced today that SoftLayer, an IBM Company, has been named “Gold Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2016, at the Javits Center in New York, New York. SoftLayer, an IBM Company, provides cloud infrastructure as a service from a growing number of data centers and network points of presence around the world. SoftLayer’s customers range from Web startups to global enterprises.
Sep. 24, 2016 12:00 PM EDT Reads: 761
Digital innovation is the next big wave of business transformation based on digital technologies of which IoT and Big Data are key components, For example: Business boundary innovation is a challenge to excavate third-party business value using IoT and BigData, like Nest Business structure innovation may propose re-building business structure from scratch, as Uber does in the taxicab industry The social model innovation is also a big challenge to the new social architecture with the design fr...
Sep. 24, 2016 11:45 AM EDT Reads: 1,026
SYS-CON Events announced today that Pulzze Systems 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. Pulzze Systems, Inc. provides infrastructure products for the Internet of Things to enable any connected device and system to carry out matched operations without programming. For more information, visit http://www.pulzzesystems.com.
Sep. 24, 2016 10:45 AM EDT Reads: 1,719
IoT is fundamentally transforming the auto industry, turning the vehicle into a hub for connected services, including safety, infotainment and usage-based insurance. Auto manufacturers – and businesses across all verticals – have built an entire ecosystem around the Connected Car, creating new customer touch points and revenue streams. In his session at @ThingsExpo, Macario Namie, Head of IoT Strategy at Cisco Jasper, will share real-world examples of how IoT transforms the car from a static p...
Sep. 24, 2016 10:30 AM EDT Reads: 1,471
Big Data has been changing the world. IoT fuels the further transformation recently. How are Big Data and IoT related? In his session at @BigDataExpo, Tony Shan, a renowned visionary and thought leader, will explore the interplay of Big Data and IoT. He will anatomize Big Data and IoT separately in terms of what, which, why, where, when, who, how and how much. He will then analyze the relationship between IoT and Big Data, specifically the drilldown of how the 4Vs of Big Data (Volume, Variety,...
Sep. 24, 2016 10:00 AM EDT Reads: 908
The many IoT deployments around the world are busy integrating smart devices and sensors into their enterprise IT infrastructures. Yet all of this technology – and there are an amazing number of choices – is of no use without the software to gather, communicate, and analyze the new data flows. Without software, there is no IT. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists will look at the protocols that communicate data and the emerging data analy...
Sep. 24, 2016 09:00 AM EDT Reads: 1,522
Video experiences should be unique and exciting! But that doesn’t mean you need to patch all the pieces yourself. Users demand rich and engaging experiences and new ways to connect with you. But creating robust video applications at scale can be complicated, time-consuming and expensive. In his session at @ThingsExpo, Zohar Babin, Vice President of Platform, Ecosystem and Community at Kaltura, will discuss how VPaaS enables you to move fast, creating scalable video experiences that reach your...
Sep. 24, 2016 09:00 AM EDT Reads: 760
WebRTC adoption has generated a wave of creative uses of communications and collaboration through websites, sales apps, customer care and business applications. As WebRTC has become more mainstream it has evolved to use cases beyond the original peer-to-peer case, which has led to a repeating requirement for interoperability with existing infrastructures. In his session at @ThingsExpo, Graham Holt, Executive Vice President of Daitan Group, will cover implementation examples that have enabled ea...
Sep. 24, 2016 07:00 AM EDT Reads: 1,470