In folgendem Artikel erhalten Sie einen Überblick über die relevanten Anbieter im Big Data Bereich, inklusive Open Source Frameworks und Plattformen.
Diese Übersicht ist natürlich subjektiv und daher sicher nicht ganz vollständig. Die Übersicht entspricht aber den Marktanteilen und Umsätzen, welche die genannten Big-Data-Unternehmen weltweit aufweisen. Ein Grossteil der Big-Data-Unternehmen haben ihren Urspung in den USA. Dabei sind die firmenspezifischen Big-Data-Technologien oft bzw. in der Regel durch weltweite Patente geschützt.
Actian
Actian transforms big data into business value for organizations of all sizes, no matter where they are on their analytics journey. We help companies win by empowering them to connect to data of any type, size or location; analyze it quickly wherever it resides; and take immediate action on accurate insights gained to delight their customers, gain competitive advantage, manage risk and find new sources of income. The 21st century software architecture of the Actian Analytics Platform delivers extreme performance on off-the-shelf hardware, overcoming key technical and economic barriers to broad adoption of Big Data. Actian also makes Hadoop enterprise-grade by providing high-performance data enrichment, visual design and SQL analytics in Hadoop without the need for MapReduce skills. Among tens of thousands of organizations using Actian are innovators in the financial services, healthcare, telecommunications, digital media and retail industries. The company is headquartered in Silicon Valley and has offices worldwide.
Stay connected with Actian Corporation at
Apache Hadoop
The Apache Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage. Rather than rely on hardware to deliver high-availability, the library itself is designed to detect and handle failures at the application layer, so delivering a highly-available service on top of a cluster of computers, each of which may be prone to failures.
http://hadoop.apache.org/
Apache Hadoop ist ein freies, in Java geschriebenes Framework für skalierbare, verteilt arbeitende Software. Es basiert auf dem MapReduce-Algorithmus von Google Inc. sowie auf Vorschlägen des Google-Dateisystems und ermöglicht es, intensive Rechenprozesse mit großen Datenmengen (Big Data, Petabyte-Bereich) auf Computerclustern durchzuführen.
Lesen Sie weiter: https://de.wikipedia.org/wiki/Apache_Hadoop
Apache Cassandra
The Apache Cassandra database is the right choice when you need scalability and high availability without compromising performance. Linear scalability and proven fault-tolerance on commodity hardware or cloud infrastructure make it the perfect platform for mission-critical data. Cassandra’s support for replicating across multiple datacenters is best-in-class, providing lower latency for your users and the peace of mind of knowing that you can survive regional outages.
Apache Spark™
Apache Spark™ is a fast and general engine for large-scale data processing. Run programs up to 100x faster than Hadoop MapReduce in memory, or 10x faster on disk. Write applications quickly in Java, Scala, Python, R. Combine SQL, streaming, and complex analytics.
http://spark.apache.org/
Apache Spark ist ein Framework für Cluster Computing, das im Rahmen eines Forschungsprojekts am AMPLab der University of California in Berkeley entstand und seit 2010 unter einer Open-Source-Lizenz öffentlich verfügbar ist. Seit 2013 wird das Projekt von der Apache Software Foundation weitergeführt und ist dort seit 2014 als Top Level Project eingestuft. Lesen Sie weiter:
https://de.wikipedia.org/wiki/Apache_Spark
Apache Storm
Apache Storm is a free and open source distributed realtime computation system. Storm makes it easy to reliably process unbounded streams of data, doing for realtime processing what Hadoop did for batch processing. Storm is simple, can be used with any programming language, and is a lot of fun to use!
Storm has many use cases: realtime analytics, online machine learning, continuous computation, distributed RPC, ETL, and more. Storm is fast: a benchmark clocked it at over a million tuples processed per second per node. It is scalable, fault-tolerant, guarantees your data will be processed, and is easy to set up and operate.
Storm integrates with the queueing and database technologies you already use. A Storm topology consumes streams of data and processes those streams in arbitrarily complex ways, repartitioning the streams between each stage of the computation however needed.
Read more
http://storm.apache.org/
Apama Streaming Analytics
Apama Streaming Analytics der Software AG ist eine marktführende Plattform, mit der Unternehmen Datenströme kontinuierlich analysieren, um daraus intelligente, automatisierte Maßnahmen abzuleiten. Die Plattform umfasst Funktionen für Ereignisverarbeitung, In-Memory-Datenmanagement und Visualisierung. Als umfassendste Lösung auf dem Markt extrahiert sie aussagekräftige Kennzahlen aus Datenströmen, die zum Beispiel durch das Internet der Dinge erzeugt werden.
Mit der Apama-Plattform untersuchen Unternehmen umfangreiche Geschäftsvorgänge und Kundeninteraktionen in Echtzeit. Apama korreliert und aggregiert Datenströme aus unterschiedlichen Quellen, erkennt Muster in diesen Datenströmen und erlaubt es Ihnen, jederzeit die richtigen Maßnahmen zu treffen.
AppDynamics
AppDynamics is an application intelligence company that provides enterprises with the next generation of APM software to monitor, manage, analyze, and optimize customer experiences and the most complex software environments behind them. Built to be an essential pillar powering digital transformation, AppDynamics’ Application Intelligence Platform delivers a real-time, end-to-end view of application performance from end-user to data center, as well as rich analytical insights into customer behavior and the correlations between application and business performance, to help companies ensure ideal customer experience and increase operational agility and effectiveness. Many of the world’s largest and most iconic brands choose AppDynamics to accelerate their digital transformation and improve their customer experience, including Citrix, Concur, DIRECTV, eHarmony, Kraft, MTV Networks, NASDAQ, Pearson, Progressive Insurance, and Sephora.
For more information visit:
https://www.appdynamics.com/
Attivio
Attivio, the Data Dexterity Company, provides software that empowers its customers to get their hands on the right data and to work with it to quickly get it to the point of informing decisions. Attivio releases the untapped value within enterprise information ecosystems. Many of the world’s leading brands rely on Attivio to gain immediate visibility into all of their information, not just the data sitting in known databases. Attivio’s data obsession means that customers don’t just manage their data; they achieve true Data Dexterity to crush deadlines, transform productivity, achieve global impact, and act with certainty.
Big Data Product:
Attivio’s Semantic Data Catalog enables Data Management professionals to quickly profile and unify all enterprise information so virtual data models can be immediately provisioned to existing business intelligence and advanced analytics tools.
Bottlenouse
Bottlenose is a cognitive computing company that makes data analysis easy. By automating machine learning, data mining, and predictive analytics, Bottlenose helps businesses spend more time extracting insights and less time managing data.
Bottlenose’s proprietary platform, Nerve Center®, makes business intelligence live and interactive. Nerve Center discovers anomalies, patterns and trends to help the world’s leading organizations detect emerging threats and opportunities and respond proactively.
Bottlenose was founded in 2010 by serial entrepreneur Nova Spivack and big data technologist, Dominiek ter Heide. Bottlenose is headquartered in Los Angeles.
Learn more about Bottlenose here: http://bottlenose.com/.
Cloudera
Cloudera delivers the modern data management and analytics platform built on Apache Hadoop and the latest open source technologies. The world’s leading organizations trust Cloudera to help solve their most challenging business problems with Cloudera Enterprise, the fastest, easiest and most secure data platform available for the modern world.
Cloudera bietet eine zeitgemäße Plattform für Datenmanagement und -analyse auf Basis von Apache Hadoop sowie den neuesten Open Source-Technologien. Weltweit führende Unternehmen vertrauen auf Cloudera, um mit Unterstützung von Cloudera Enterprise – der schnellsten, einfachsten und sichersten Datenplattform der Gegenwart – ihre wichtigsten geschäftlichen Herausforderungen zu meistern. Unsere Kunden erfassen, speichern, verarbeiten und analysieren auf effiziente Weise gewaltige Datenmengen und nutzen fortschrittliche Analysemethoden, um Unternehmensentscheidungen schneller, flexibler und kostengünstiger als je zuvor treffen zu können. Auf dem Weg zum Erfolg bieten wir unseren Kunden umfassenden Support, Schulungen und andere professionelle Services.
Deem
Deem is a leading Commerce-as-a-Service (CaaS) company that connects a large and diverse ecosystem of more than 34,000 customers, 100,000 merchants, 11 million unique products and services and 40 channel partners across a one-of-a-kind business commerce network, enabling them to lower costs, increase revenue and deepen customer loyalty. Deem is backed by leading mutual fund and private equity investors.
Domo
Domo is the world’s first Business Cloud. The Business Cloud brings together all the data, all the people and all the insights business users need to run their entire business and make faster, better-informed decisions to improve performance. At the heart of the Business Cloud is the Domo Appstore, the premier destination for decision makers in any role or any industry to get answers to their specific business questions through easy-to-use, pre-packaged solutions built by a developer ecosystem.
The company is backed with more than $500 million from the world’s best investors and is led by a management team with tenure at the world’s most well-known technology companies.
GridGain
GridGain is revolutionizing real-time data access and processing by offering the first enterprise-grade In-Memory Data Fabric powered by Apache Ignite™. Apache Ignite™ is a project by the Apache Software Foundation, which integrates a compute grid, data grid, service grid, as well as streaming, messaging and Hadoop acceleration into a single solution that connects traditional and emerging data stores (SQL, NoSQL, Hadoop) with cloud-scale applications, and enables massive data throughput and ultra-low latencies across any number of clustered commodity servers. The GridGain In-Memory Data Fabric is designed to conquer today’s Fast Data challenges and unleash the competitive advantage of any real-time business, whether on-premises or in the cloud. Offering the most comprehensive, enterprise-grade in-memory computing solution for high-volume transactions, real-time analytics and hybrid data processing, GridGain enables Fortune 500 companies and innovative mobile, web and SaaS companies to anticipate and innovate ahead of market changes. GridGain is headquartered in Foster City, California. Download a 30-day free trial of the GridGain.
Source: GridGain
http://innovators-guide.ch/2016/04/gridgain-announces-support-offering-for-apache-ignite-that-includes-subscription-to-new-gridgain-professional-edition/
Hortonworks
Hortonworks is an industry leading innovator that creates, distributes and supports enterprise-ready open data platforms and modern data applications that deliver actionable intelligence from all data: data-in-motion and data-at-rest. Hortonworks is focused on driving innovation in open source communities such as Apache Hadoop, NiFi and Spark. Along with its 1,600+ partners, Hortonworks provides the expertise, training and services that allow customers to unlock transformational value for their organizations across any line of business.
http://hortonworks.com/
Hortonworks, HDP™, HDF™ and SmartSense are registered trademarks or trademarks of Hortonworks, Inc. and its subsidiaries in the United States and other jurisdictions.
Hortonworks’ Big Data revenues were about $55 million, Wikibon estimates. The company is one of the leading providers of Apache Hadoop, the open source Big Data platform. Key customers involve Microsoft — both internally at that software giant and publicly on the Azure cloud.
IBM Watson
IBM Watson is a technology platform that uses natural language processing and machine learning to reveal insights from large amounts of unstructured data.
https://www.facebook.com/ibmwatson/
MarkLogic
Seit mehr als einem Jahrzehnt setzen Unternehmen in aller Welt auf MarkLogic als Plattform für innovative Informationsanwendungen. MarkLogic ist weltweit führend in der Integration von Daten aus Silos und ermöglicht es Kunden mit seiner operativen und transaktionalen Enterprise NoSQL-Datenbank-Plattform, Anwendungen der nächsten Generation auf einer einheitlichen 360-Grad-Sicht auf ihre Daten aufzubauen. Neben dem Hauptsitz im Silicon Valley verfügt MarkLogic über Niederlassungen in den USA, in Europa, Asien und Australien.
MongoDB
By offering the best of traditional databases as well as the flexibility, scale and performance today’s applications require, we let innovators deploy apps as big as they can possibly dream. From startups to enterprises, for the modern and the mission-critical, MongoDB is the database for giant ideas.
https://www.mongodb.org/
Mu Sigma
Mu Sigma, a leading global provider of decision science and big data analytics solutions. Mu Sigma is a category-defining decision sciences and big data analytics company, helping enterprises systematize better data-driven decision making. The company’s interdisciplinary approach and integrated ecosystem of platform, processes and people are redefining how companies approach problem solving in areas of marketing, risk and supply chain.
With more than 3,500 decision scientists working across 10 industries Mu Sigma is consistently validated as the preferred decision sciences and analytics partner for large enterprises.
Neo4j
Neo Technology enables organizations to unlock the business value of connections, influences and relationships in data: through new applications that can adapt to changing business needs, and by enabling existing applications to scale with the business. Headquartered in San Mateo, USA, Neo Technology has offices in Sweden, UK, Germany, and France. Neo4j is a highly scalable native graph database that leverages data relationships as first-class entities, helping enterprises build intelligent applications to meet today’s evolving data challenges.
Neo4j is an open source project, whose source and copyright is owned and maintained by Neo Technology.
Nor-Tech
Nor-Tech built the HPC clusters that enabled the first detection of a gravitational wave—a discovery destined to change history. In addition to enterprise-class Big Data analytics and HPC clusters, Nor-Tech’s custom technology includes workstations, desktops, and servers for a range of applications including CAE, CFD, and FEA. Clients include some of the most respected organizations in the world. Nor-Tech engineers average 20+ years of experience and are responsible for significant high performance computing innovations. The company has been in business since 1998 and is headquartered in Burnsville, Minn. just outside of Minneapolis.
http://innovators-guide.ch/2016/03/nor-tech/
Nutanix
Nutanix delivers invisible infrastructure for next-generation enterprise computing, elevating IT to focus on the applications and services that power their business. The company’s software-driven Xtreme Computing Platform natively converges compute, virtualization and storage into a single solution to drive simplicity in the datacenter. Using Nutanix, customers benefit from predictable performance, linear scalability and cloud-like infrastructure consumption.
To support the increasing demands of modern businesses, an enterprise cloud platform must include a web-scale infrastructure fabric that delivers resiliency, availability, predictable performance across a wide range of enterprise applications. In addition, it should incorporate seamless application and data mobility, invisible operations with one-click simplicity through built-in machine intelligence, extensive automation and rich analytics, and a security-first design. The 4.6 release of the Nutanix software extends the company’s technology leadership and provides a platform that furthers its mission to deliver invisible infrastructure to elevate IT.
Nippon Telegraph and Telephone NTT Data entscheidet sich für die Nutanix Enterprise Cloud
Opera
Opera Solutions is a global provider of advanced analytics software solutions that address the persistent problem of scaling Big Data analytics. Signal Hub™, the company’s flagship technology platform, extracts and applies insights from the most complex data environments to address multiple business problems and opportunities, accelerating targeted business actions and radically reducing time-to-value.
Opera Solutions serves some of the world’s most respected businesses in the financial services, healthcare, travel, hospitality, retail, and telecommunications industries, as well as key government entities. The Signal Hub platform touches hundreds of millions of consumers across many leading companies, with a specific focus on dramatically increasing revenue from existing customers while introducing new capabilities that drive competitive advantage.
The key innovation behind Signal Hub is its ability to deliver data science at scale. The end-to-end platform automatically creates Signals, which can be shared, reused, and applied to multiple use cases throughout the enterprise. Machine learning technologies keep the Signals relevant, fresh, and accurate. This approach eliminates redundancies and the need to return to the raw data for each use case, resulting in a significant improvement in productivity. In this way, Signal Hub’s proprietary technology enables enterprises to overcome what has become the primary obstacle to large-scale adoption of advanced analytics: solving the scalability challenge.
Opera Solutions has offices in North America, Europe, and Asia.
For more information, visit
http://operasolutions.com/
Oracle’s Enterprise Big Data Portfolio
Oracle’s vision is to enable Hadoop, NoSQL, and relational database technologies to work together and be deployed securely in any model – whether public cloud, private cloud, or on-premises infrastructure .
Oracle Data Integrator for Big Data, Oracle Data Integrator 12c, Oracle GoldenGate for Big Data, and Oracle GoldenGate 12c are part of Oracle’s comprehensive data integration portfolio, which includes data services, data federation, metadata management, data quality, bulk data movement, and real-time replication.
SAP HANA
SAP HANA ist eine Entwicklungsplattform für Big Data welche im Kern aus einer In-Memory-Datenbank besteht.
Eine In-Memory-Datenbank ist ein Datenbanksystem, welches den Arbeitsspeicher eines Computers als Datenspeicher nutzt und somit über schnelleren Zugriff auf die Daten ermöglicht.
Discover the Big Data solutions that give you 360-degree insight into your business and help you find hidden growth opportunities within the digital noise.
http://go.sap.com/solution/big-data.html
Solix Technologies, Inc.
Solix Technologies, Inc., the leading provider of Enterprise Data Management (EDM) solutions, helps businesses improve application performance, reduce storage costs, and meet compliance and data privacy requirements by achieving Information Lifecycle Management (ILM) goals. The Solix Enterprise Data Management Suite (Solix EDMS) enables organizations to implement Database Archiving, Test Data Management (Data Subsetting), Data Masking and Application Retirement across all enterprise data. Solix Technologies, Inc. is headquartered in Santa Clara, California and operates worldwide through an established network of value added resellers (VARs) and systems integrators.
http://innovators-guide.ch/2016/03/solix-technologies-expandiert-nach-europa/
Splunk
Plunk ist die marktführende Software Plattform für Operational Intelligence. Wir bieten innovative und neuartige Lösungen, die Maschinendaten zugänglich, nutzbar und wertvoll für alle machen. Mehr als 11.000 Kunden in über 110 Ländern nutzen die Splunk-Software und Cloud-Services, um Unternehmen, Behörden und Bildungseinrichtungen effizienter, sicherer und profitabler zu machen. Schließen Sie sich den hunderttausenden passionierten Nutzern an und testen Sie die Splunk-Lösung gratis.
http://innovators-guide.ch/2016/05/postfinance-benutzt-die-splunk-enterprise-plattform-zum-datenschutz/
SimpliVity
SimpliVity takes the traditional compute, storage, network switching and other data services found in the data center and converges them in an x86 server form factor. The result is lots of functionality in a much smaller footprint and the elimination of independent device management. By packaging SimpliVity’s technology on building block appliances that combine to form a global federation, SimpliVity customers achieve economies and ease of scale. This streamlines purchasing, deployment and management.
www.simplivity.com
Syncsort
Syncsort provides enterprise software that allows organizations to collect, integrate, sort and distribute more data in less time, with fewer resources and lower costs. Syncsort software provides specialized solutions spanning “Big Iron to Big Data,” including leading Big Data analytics platforms. For more than 40 years, customers have turned to Syncsort’s software and expertise to dramatically improve performance of their data processing environments, while reducing hardware and labor costs.
Experience Syncsort at http://www.syncsort.com.