Click here to close now.

Welcome!

BigDataExpo® Blog Authors: Pat Romanski, JP Morgenthal, Liz McMillan, Ed Featherston, Elizabeth White

News Feed Item

New YCSB Benchmark from Thumbtack Technology Reveals a Nearly 10x Performance Advantage for the Native Flash Aerospike Database Over Other Leading NoSQL Databases

The advantage of flash technology for powering fast big data transactions is highlighted in a new, independent NoSQL database benchmark report from Thumbtack Technology. Aerospike today announced that the Thumbtack benchmark results revealed a nearly 10x performance advantage for the Aerospike database running on a combination of native flash and DRAM over two other NoSQL databases running on a mix of DRAM and RAM: Apache Cassandra and 10gen MongoDB. Aerospike is making reprints of the Thumbtack report, “Ultra-High Performance NoSQL Benchmarking: Analyzing Durability and Performance Tradeoffs,” available at www.aerospike.com/benchmark.

“Our goal with the study was to determine which key-value store is most appropriate in a real-world scenario. That meant not only using raw hardware and solid-state drives, but configuring each database to optimally handle the workload,” said Ben Engber, Thumbtack Technology CEO and co-author of the benchmark study. “Aerospike was the only vendor among those tested that specifically optimizes its platform around SSDs, so the Aerospike database’s superior performance was not unexpected.”

Benchmark Overview

Thumbtack evaluated the three NoSQL database and key-value store offerings using the Yahoo Cloud Serving Benchmark (YCSB) as the basis for the testing. To gauge their capacity and speed in handling big data while operating against disk, Thumbtack tested the databases’ ability to process 500 million records. A fourth database, the Couchbase Server, was dropped from this evaluation because it could not load all of the records.

In the Thumbtack benchmark measuring a read-heavy workload, Aerospike achieved a maximum throughput of more than 300,000 operations per second, nearly 10x faster than its nearest competitor, Cassandra. For the balanced workload benchmark, Aerospike was 5x faster than Cassandra. In both tests, MongoDB placed third. The Thumbtack report notes, “This was particularly impressive since both Cassandra and MongoDB were using weak consistency models (returning success after only one copy has been written) and Aerospike was using a strong consistency model.”

Across all four Thumbtack tests for latency, Aerospike maintained sub-millisecond latency even while processing 180,000 to 400,000 operations per second. Latency for Cassandra ranged from sub-millisecond to 8 milliseconds, and for MongoDB, it varied from 1 to 20 milliseconds; meanwhile neither database exceeded 40,000 operations per second.

The Flash-based SSD Advantage

“From the start, we recognized that a database optimized for both flash and DRAM would be ideal for emerging classes of applications that live or die by their ability to reliably respond within milliseconds,” said Brian Bulkowski, Aerospike founder and CTO. “Today our customers rely on our native flash Aerospike database to achieve both the real-time responses and 100% uptime that this extremely high performance enables. Now the ThumbTack benchmark adds significant new validation of the value in optimizing databases and applications for SSDs.”

“Providing fast reliable access to data in real-time is simple to say, but it’s not easy to do,” said Patrick DeAngelis, [x+1] CTO. “However, running our Aerospike clusters on SSDs, we’ve seen the database scale to a few billion key values with no compromise to performance, and we’ve even seen response times under 1 millisecond, which is phenomenal. We are now rethinking the way we store and access our data and intelligence because of the options that Aerospike gives us.”

“We continue to push the boundaries of what you can do in a real-time environment, and Aerospike’s architecture, which is optimized for flash storage, means we can be a lot more efficient with the way we spread our data,” said Mazdak Rezvani, Chango CTO. “Already we’ve seen a 25% improvement in efficiency with Aerospike over our previous NoSQL database.”

Complementing Thumbtack’s NoSQL benchmark is the Aerospike Certification Tool (ACT) for benchmarking the ability of SSDs to support database transactions. ACT, which Aerospike has made available as open source software, can be downloaded at http://github.com/aerospike/act. In December 2012, Aerospike published the ACT benchmark results for several SSD models from Fusion-io, Intel, OCZ, and Samsung. These results can be viewed at http://www.aerospike.com/blog/act-ssd-benchmark.

About Thumbtack

Based in Brooklyn, New York, Thumbtack Technology is a leading software development services firm that specializes in building and integrating scalable applications and systems for Fortune 500 clients and start-ups. Thumbtack is business driven, focusing on key customer pain points, tackling the most difficult problems while scaling applications to an Internet audience. To learn more, visit http://www.thumbtack.net.

About Aerospike

Aerospike, Inc. offers the only real-time NoSQL database and key-value store that delivers predictable high performance for mission-critical, Web-scale applications. Aerospike’s flash-optimized, shared-nothing architecture scales linearly, consistently processing over 500k transactions per second per node with sub-millisecond latency. With automatic fail-over, replication, and cross data center synchronization, the Aerospike database reliably stores billions of objects and terabytes of data—while providing 100% uptime and 17x improvement in TCO over other NoSQL databases. Customers accelerating their business with Aerospike include adMarketplace, Bluekai, eXelate, Sony’s So-net, and The Trade Desk. For more information, visit http://Aerospike.com.

Aerospike is a registered trademark of Aerospike, Inc., in the United States and/or other countries. All other trademarks and registered trademarks are the properties of their respective owners.

More Stories By Business Wire

Copyright © 2009 Business Wire. All rights reserved. Republication or redistribution of Business Wire content is expressly prohibited without the prior written consent of Business Wire. Business Wire shall not be liable for any errors or delays in the content, or for any actions taken in reliance thereon.

@BigDataExpo Stories
The true value of the Internet of Things (IoT) lies not just in the data, but through the services that protect the data, perform the analysis and present findings in a usable way. With many IoT elements rooted in traditional IT components, Big Data and IoT isn’t just a play for enterprise. In fact, the IoT presents SMBs with the prospect of launching entirely new activities and exploring innovative areas. CompTIA research identifies several areas where IoT is expected to have the greatest impac...
SAP is delivering break-through innovation combined with fantastic user experience powered by the market-leading in-memory technology, SAP HANA. In his General Session at 15th Cloud Expo, Thorsten Leiduck, VP ISVs & Digital Commerce, SAP, discussed how SAP and partners provide cloud and hybrid cloud solutions as well as real-time Big Data offerings that help companies of all sizes and industries run better. SAP launched an application challenge to award the most innovative SAP HANA and SAP HANA...
The web app is Agile. The REST API is Agile. The testing and planning are Agile. But alas, Data infrastructures certainly are not. Once an application matures, changing the shape or indexing scheme of data often forces at best a top down planning exercise and at worst includes schema changes which force downtime. The time has come for a new approach that fundamentally advances the agility of distributed data infrastructures. Come learn about a new solution to the problems faced by software orga...
The world is at a tipping point where the technology, the device and global adoption are converging to such a point that we will see an explosion of a world where smartphone devices not only allow us to talk to each other, but allow for communication between everything – serving as a central hub from which we control our world – MediaTek is at the heart of both driving this and allowing the markets to drive this reality forward themselves. The next wave of consumer gadgets is here – smart, con...
Explosive growth in connected devices. Enormous amounts of data for collection and analysis. Critical use of data for split-second decision making and actionable information. All three are factors in making the Internet of Things a reality. Yet, any one factor would have an IT organization pondering its infrastructure strategy. How should your organization enhance its IT framework to enable an Internet of Things implementation? In his session at Internet of @ThingsExpo, James Kirkland, Chief Ar...
The security devil is always in the details of the attack: the ones you've endured, the ones you prepare yourself to fend off, and the ones that, you fear, will catch you completely unaware and defenseless. The Internet of Things (IoT) is nothing if not an endless proliferation of details. It's the vision of a world in which continuous Internet connectivity and addressability is embedded into a growing range of human artifacts, into the natural world, and even into our smartphones, appliances, a...
The OpenStack cloud operating system includes Trove, a database abstraction layer. Rather than applications connecting directly to a specific type of database, they connect to Trove, which in turn connects to one or more specific databases. One target database is Postgres Plus Cloud Database, which includes its own RESTful API. Trove was originally developed around MySQL, whose interfaces are significantly less complicated than those of the Postgres cloud database. In his session at 16th Cloud...
All major researchers estimate there will be tens of billions devices - computers, smartphones, tablets, and sensors - connected to the Internet by 2020. This number will continue to grow at a rapid pace for the next several decades. With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo, June 9-11, 2015, at the Javits Center in New York City. Learn what is going on, contribute to the discussions, and ensure that your enter...
The 4th International Internet of @ThingsExpo, co-located with the 17th International Cloud Expo - to be held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA - announces that its Call for Papers is open. The Internet of Things (IoT) is the biggest idea since the creation of the Worldwide Web more than 20 years ago.
SYS-CON Events announced today that MetraTech, now part of Ericsson, has been named “Silver Sponsor” of SYS-CON's 16th International Cloud Expo®, which will take place on June 9–11, 2015, at the Javits Center in New York, NY. Ericsson is the driving force behind the Networked Society- a world leader in communications infrastructure, software and services. Some 40% of the world’s mobile traffic runs through networks Ericsson has supplied, serving more than 2.5 billion subscribers.
SYS-CON Events announced today that O'Reilly Media has been named “Media Sponsor” of SYS-CON's 16th International Cloud Expo®, which will take place on June 9–11, 2015, at the Javits Center in New York City, NY. O'Reilly Media spreads the knowledge of innovators through its books, online services, magazines, and conferences. Since 1978, O'Reilly Media has been a chronicler and catalyst of cutting-edge development, homing in on the technology trends that really matter and spurring their adoption...
In their general session at 16th Cloud Expo, Michael Piccininni, Global Account Manager – Cloud SP at EMC Corporation, and Mike Dietze, Regional Director at Windstream Hosted Solutions, will review next generation cloud services, including the Windstream-EMC Tier Storage solutions, and discuss how to increase efficiencies, improve service delivery and enhance corporate cloud solution development. Speaker Bios Michael Piccininni is Global Account Manager – Cloud SP at EMC Corporation. He has b...
There will be 150 billion connected devices by 2020. New digital businesses have already disrupted value chains across every industry. APIs are at the center of the digital business. You need to understand what assets you have that can be exposed digitally, what their digital value chain is, and how to create an effective business model around that value chain to compete in this economy. No enterprise can be complacent and not engage in the digital economy. Learn how to be the disruptor and not ...
SYS-CON Events announced today that EnterpriseDB (EDB), the leading worldwide provider of enterprise-class Postgres products and database compatibility solutions, will exhibit at SYS-CON's 16th International Cloud Expo®, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. EDB is the largest provider of Postgres software and services that provides enterprise-class performance and scalability and the open source freedom to divert budget from more costly traditiona...
While there are hundreds of public and private cloud hosting providers to choose from, not all clouds are created equal. If you’re seeking to host enterprise-level mission-critical applications, where Cloud Security is a primary concern, WHOA.com is setting new standards for cloud hosting, and has established itself as a major contender in the marketplace. We are constantly seeking ways to innovate and leverage state-of-the-art technologies. In his session at 16th Cloud Expo, Mike Rivera, Seni...
To manage complex web services with lots of calls to the cloud, many businesses have invested in Application Performance Management (APM) and Network Performance Management (NPM) tools. Together APM and NPM tools are essential aids in improving a business's infrastructure required to support an effective web experience... but they are missing a critical component - Internet visibility. Internet connectivity has always played a role in customer access to web presence, but in the past few years u...
Discussions about cloud computing are evolving into discussions about enterprise IT in general. As enterprises increasingly migrate toward their own unique clouds, new issues such as the use of containers and microservices emerge to keep things interesting. In this Power Panel at 16th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists will address the state of cloud computing today, and what enterprise IT professionals need to know about how the latest topics and trends affec...
There's Big Data, then there's really Big Data from the Internet of Things. IoT is evolving to include many data possibilities like new types of event, log and network data. The volumes are enormous, generating tens of billions of logs per day, which raise data challenges. Early IoT deployments are relying heavily on both the cloud and managed service providers to navigate these challenges. In her session at Big Data Expo®, Hannah Smalltree, Director at Treasure Data, discussed how IoT, Big D...
Software Defined Storage provides many benefits for customers including agility, flexibility, faster adoption of new technology and cost effectiveness. However, for IT organizations it can be challenging and complex to build your Enterprise Grade Storage from software. In his session at Cloud Expo, Paul Turner, CMO at Cloudian, looked at the new Original Design Manufacturer (ODM) market and how it is changing the storage world. Now Software Defined Storage companies can build Enterprise grade ...
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo in Silicon Valley. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 17th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading in...