|By Marketwired .||
|January 13, 2014 07:00 AM EST||
PALO ALTO, CA -- (Marketwired) -- 01/13/14 -- Cloudera, the leader in Apache Hadoop based data management platforms, today released the results of performance benchmark testing for its open source interactive SQL query engine, Cloudera Impala. Impala queries across data in an open Hadoop columnar storage format (Parquet) ran on average 2x faster than identical queries on a commercial analytic database management system (DBMS) over its proprietary storage format.
Cloudera delivers an enterprise data hub -- a next-generation platform for secure, powerful, real-time processing and analysis of data at scale. An enterprise data hub must provide data governance and lineage services, support enterprise-grade backup and disaster recovery and offer a wide range of ways to work with the data that it manages. It must support the tools and interfaces on which existing applications and tools rely. Critical among those is real-time SQL access for analytics.
Launched in October 2012 and released for general availability in May 2013, Impala enables high speed, interactive SQL analysis of Hadoop data at petabyte scale. Today Impala has emerged as the fastest, most functional and proven way to run SQL on Hadoop data for open source users and enterprise customers alike. The platform has continued to evolve rapidly with deepening support for the ANSI-SQL standard, certified integrations to leading business intelligence tools, sophisticated workload management and consistently superior performance.
Impala deployments continue to proliferate in the enterprise: to date, the platform has been downloaded by more than 5,000 unique organizations globally, demonstrating its appeal and significance. Cloudera continues to work closely with its enterprise customers and the open source community to refine and advance Impala's enterprise features, like Apache Sentry (incubating), the fine-grained, role-based authorization module released this year. Further establishing Impala's leadership in the industry, Hadoop-based solutions from other vendors integrate the Cloudera-created SQL query engine into their own offerings in response to customer demand.
Analytic DBMS Performance on Open Data in the Enterprise Data Hub
Running a diverse set of analytic queries on identical hardware, Impala has successfully eclipsed the performance of a popular proprietary parallel DBMS. The same benchmarks also showed Impala has maintained or widened its performance advantage against the latest release of Apache Hive (0.12).
Furthermore, it has done so on data in an open Hadoop data format. With these results, customers are able to exceed their SQL performance experiences from proprietary databases but preserve the flexibility they enjoy with the Hadoop stack.
The Proof Is In the Data: Impala Shows BI-Class Speed for Mainstream Workloads
To evaluate Impala's query performance against a popular analytic database (referred to as "DBMS-Y"), Cloudera ran a series of 20 queries based on the industry-standard benchmark TPC-DS. The results showed that:
- Impala ran consistently faster than DBMS-Y: across 20 queries, Impala ran on average 2X to DBMS-Y, outperforming DBMS-Y in 17 of the 20 queries. For some queries, Impala was over 4x faster.
Queries over open data beat those over proprietary data: Even though Impala queries were done on openHadoop data in the Parquet format, and DBMS-Y queries were done on data in its own proprietary format. Impala was still faster.
- Impala scales linearly and predictably: In tests, Impala maintained identical response times with increased user concurrency and on larger data sets by simply adding new machines at the same rate as the concurrency and data growth.
- Furthermore, Impala is still more than an order of magnitude faster than Hive: on identical hardware Impala queries ran an average of 24x faster than those run on Apache Hive 0.12 using ORCfile.
No Sleight of hand, no gimmicks
Cloudera is committed to leading the industry as a high integrity business that provides unbiased information to customers and users. Dozens of users have download Cloudera's 100% open source platform, run their own performance evaluations, and shared them publicly. Cloudera places no confidentiality clauses or other proprietary restrictions on the use of its distribution. In addition, Cloudera has made the queries, configuration, hardware specifications, and data available for use for the open source community to review and evaluate. Information can be found at http://www.cloudera.com/impalaishellafast/
"Interactive exploratory business intelligence is a mainstay workload of the Enterprise Data Hub," said Mike Olson, founder, chief strategy officer and chairman of the Board at Cloudera. "We are proud of how quickly Impala has evolved and the rate at which it is being adopted. With thousands of users now running Impala in production, its significance is indisputable. One year ago, when we released Impala to open source, we knew that it had the potential to eventually play on the same field as some very mature analytic DBMSs, but the results of these performance benchmark tests exceed our very high expectations. In the coming months, we will unveil new enhancements to the platform that will further advance its performance, ease of use and security, extending Impala's benefits for open source users and our enterprise customers."
Learn More About Cloudera Impala
For a more detailed account of the methodology and results from Cloudera's Impala performance benchmark testing against Hive and a proprietary DBMS, visit the Cloudera blog: http://blog.cloudera.com/blog/2014/01/impala-performance-dbms-class-speed
For more information about Cloudera Impala and how to download for free, visit: http://cloudera.com/content/cloudera/en/products/cdh/impala.html
Cloudera is revolutionizing enterprise data management by offering the first unified Platform for Big Data: The Enterprise Data Hub. Cloudera offers enterprises one place to store, process and analyze all their data, empowering them to extend the value of existing investments while enabling fundamental new ways to derive value from their data. Founded in 2008, Cloudera was the first and is still today the leading provider and supporter of Hadoop for the enterprise. Cloudera also offers software for business critical data challenges including storage, access, management, analysis, security and search. With over 15,000 individuals trained, Cloudera is a leading educator of data professionals, offering the industry's broadest array of Hadoop training and certification programs. Cloudera works with over 800 hardware, software and services partners to meet customers' big data goals. Leading organizations in every industry run Cloudera in production, including finance, telecommunications, retail, internet, utilities, oil and gas, healthcare, biopharmaceuticals, networking and media, plus top public sector organizations globally. www.cloudera.com
Cloudera, Cloudera Platform for Big Data and CDH are trademarks or registered trademarks of Cloudera in the United States and in jurisdictions throughout the world. All other company and product names may be trade names or trademarks of their respective owners.
Internet of @ThingsExpo, taking place November 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 Internet of Things (IoT) is the most profound change in personal and enterprise IT since the creation of the Worldwide Web more than 20 years ago. All major researchers estimate there will be tens of billions devices - comp...
Aug. 25, 2016 02:00 PM EDT Reads: 3,540
The 19th International Cloud Expo has announced that its Call for Papers is open. Cloud Expo, to be held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, brings together Cloud Computing, Big Data, Internet of Things, DevOps, Digital Transformation, Microservices and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportuni...
Aug. 25, 2016 01:00 PM EDT Reads: 3,876
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...
Aug. 25, 2016 01:00 PM EDT Reads: 2,582
Is the ongoing quest for agility in the data center forcing you to evaluate how to be a part of infrastructure automation efforts? As organizations evolve toward bimodal IT operations, they are embracing new service delivery models and leveraging virtualization to increase infrastructure agility. Therefore, the network must evolve in parallel to become equally agile. Read this essential piece of Gartner research for recommendations on achieving greater agility.
Aug. 25, 2016 12:45 PM EDT Reads: 568
SYS-CON Events announced today Telecom Reseller has been named “Media Sponsor” of SYS-CON's 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Telecom Reseller reports on Unified Communications, UCaaS, BPaaS for enterprise and SMBs. They report extensively on both customer premises based solutions such as IP-PBX as well as cloud based and hosted platforms.
Aug. 25, 2016 09:00 AM EDT Reads: 563
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.
Aug. 25, 2016 08:45 AM EDT Reads: 2,108
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at Cloud Expo, Ed Featherston, a director and senior enterprise architect at Collaborative Consulting, will discuss the key considerations around quality, volume, timeliness, and pedigree that must be dealt with in order to properly fuel that engine.
Aug. 25, 2016 08:30 AM EDT Reads: 1,732
Pulzze Systems was happy to participate in such a premier event and thankful to be receiving the winning investment and global network support from G-Startup Worldwide. It is an exciting time for Pulzze to showcase the effectiveness of innovative technologies and enable them to make the world smarter and better. The reputable contest is held to identify promising startups around the globe that are assured to change the world through their innovative products and disruptive technologies. There w...
Aug. 25, 2016 08:30 AM EDT Reads: 434
Akana has announced the availability of version 8 of its API Management solution. The Akana Platform provides an end-to-end API Management solution for designing, implementing, securing, managing, monitoring, and publishing APIs. It is available as a SaaS platform, on-premises, and as a hybrid deployment. Version 8 introduces a lot of new functionality, all aimed at offering customers the richest API Management capabilities in a way that is easier than ever for API and app developers to use.
Aug. 25, 2016 06:00 AM EDT Reads: 1,431
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...
Aug. 25, 2016 02:30 AM EDT Reads: 2,172
Personalization has long been the holy grail of marketing. Simply stated, communicate the most relevant offer to the right person and you will increase sales. To achieve this, you must understand the individual. Consequently, digital marketers developed many ways to gather and leverage customer information to deliver targeted experiences. In his session at @ThingsExpo, Lou Casal, Founder and Principal Consultant at Practicala, discussed how the Internet of Things (IoT) has accelerated our abil...
Aug. 25, 2016 02:00 AM EDT Reads: 1,911
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 ...
Aug. 25, 2016 02:00 AM EDT Reads: 1,803
With so much going on in this space you could be forgiven for thinking you were always working with yesterday’s technologies. So much change, so quickly. What do you do if you have to build a solution from the ground up that is expected to live in the field for at least 5-10 years? This is the challenge we faced when we looked to refresh our existing 10-year-old custom hardware stack to measure the fullness of trash cans and compactors.
Aug. 25, 2016 01:15 AM EDT Reads: 1,632
The emerging Internet of Everything creates tremendous new opportunities for customer engagement and business model innovation. However, enterprises must overcome a number of critical challenges to bring these new solutions to market. In his session at @ThingsExpo, Michael Martin, CTO/CIO at nfrastructure, outlined these key challenges and recommended approaches for overcoming them to achieve speed and agility in the design, development and implementation of Internet of Everything solutions wi...
Aug. 25, 2016 12:45 AM EDT Reads: 1,921
19th Cloud Expo, taking place November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy. Meanwhile, 94% of enterpri...
Aug. 25, 2016 12:00 AM EDT Reads: 2,991
Today we can collect lots and lots of performance data. We build beautiful dashboards and even have fancy query languages to access and transform the data. Still performance data is a secret language only a couple of people understand. The more business becomes digital the more stakeholders are interested in this data including how it relates to business. Some of these people have never used a monitoring tool before. They have a question on their mind like “How is my application doing” but no id...
Aug. 24, 2016 09:15 PM EDT Reads: 1,697
Smart Cities are here to stay, but for their promise to be delivered, the data they produce must not be put in new siloes. In his session at @ThingsExpo, Mathias Herberts, Co-founder and CTO of Cityzen Data, will deep dive into best practices that will ensure a successful smart city journey.
Aug. 24, 2016 02:15 PM EDT Reads: 1,473
In today's uber-connected, consumer-centric, cloud-enabled, insights-driven, multi-device, global world, the focus of solutions has shifted from the product that is sold to the person who is buying the product or service. Enterprises have rebranded their business around the consumers of their products. The buyer is the person and the focus is not on the offering. The person is connected through multiple devices, wearables, at home, on the road, and in multiple locations, sometimes simultaneously...
Aug. 24, 2016 09:45 AM EDT Reads: 2,269
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...
Aug. 24, 2016 04:30 AM EDT Reads: 2,218
Cloud computing is being adopted in one form or another by 94% of enterprises today. Tens of billions of new devices are being connected to The Internet of Things. And Big Data is driving this bus. An exponential increase is expected in the amount of information being processed, managed, analyzed, and acted upon by enterprise IT. This amazing is not part of some distant future - it is happening today. One report shows a 650% increase in enterprise data by 2020. Other estimates are even higher....
Aug. 24, 2016 12:00 AM EDT Reads: 2,877