Welcome!

Eclipse Authors: Elizabeth White, Liz McMillan, XebiaLabs Blog, Ken Fogel, Sematext Blog

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.

@ThingsExpo Stories
SYS-CON Events announced today that BMC Software has been named "Siver Sponsor" of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2015 at the Javits Center in New York, New York. BMC is a global leader in innovative software solutions that help businesses transform into digital enterprises for the ultimate competitive advantage. BMC Digital Enterprise Management is a set of innovative IT solutions designed to make digital business fast, seamless, and optimized from mainframe to mo...
Join us at Cloud Expo | @ThingsExpo 2016 – June 7-9 at the Javits Center in New York City and November 1-3 at the Santa Clara Convention Center in Santa Clara, CA – and deliver your unique message in a way that is striking and unforgettable by taking advantage of SYS-CON's unmatched high-impact, result-driven event / media packages.
SYS-CON Events announced today that Tintri Inc., a leading producer of VM-aware storage (VAS) for virtualization and cloud environments, will exhibit at the 18th International CloudExpo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, New York, and the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
18th Cloud Expo, taking place June 7-9, 2016, at the Javits Center in New York City, NY, 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 enterprises are using some...
In his keynote at 18th Cloud Expo, Andrew Keys, Co-Founder of ConsenSys Enterprise, will provide an overview of the evolution of the Internet and the Database and the future of their combination – the Blockchain. Andrew Keys is Co-Founder of ConsenSys Enterprise. He comes to ConsenSys Enterprise with capital markets, technology and entrepreneurial experience. Previously, he worked for UBS investment bank in equities analysis. Later, he was responsible for the creation and distribution of life ...
SYS-CON Events announced today that ContentMX, the marketing technology and services company with a singular mission to increase engagement and drive more conversations for enterprise, channel and SMB technology marketers, has been named “Sponsor & Exhibitor Lounge Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2016, at the Javits Center in New York City, New York. “CloudExpo is a great opportunity to start a conversation with new prospects, but what happens after the...
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York and 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 ...
What a difference a year makes. Organizations aren’t just talking about IoT possibilities, it is now baked into their core business strategy. With IoT, billions of devices generating data from different companies on different networks around the globe need to interact. From efficiency to better customer insights to completely new business models, IoT will turn traditional business models upside down. In the new customer-centric age, the key to success is delivering critical services and apps wit...
Designing IoT applications is complex, but deploying them in a scalable fashion is even more complex. A scalable, API first IaaS cloud is a good start, but in order to understand the various components specific to deploying IoT applications, one needs to understand the architecture of these applications and figure out how to scale these components independently. In his session at @ThingsExpo, Nara Rajagopalan is CEO of Accelerite, will discuss the fundamental architecture of IoT applications, ...
The IoT is changing the way enterprises conduct business. In his session at @ThingsExpo, Eric Hoffman, Vice President at EastBanc Technologies, discuss how businesses can gain an edge over competitors by empowering consumers to take control through IoT. We'll cite examples such as a Washington, D.C.-based sports club that leveraged IoT and the cloud to develop a comprehensive booking system. He'll also highlight how IoT can revitalize and restore outdated business models, making them profitable...
SoftLayer operates a global cloud infrastructure platform built for Internet scale. With a global footprint of data centers and network points of presence, SoftLayer provides infrastructure as a service to leading-edge customers ranging from Web startups to global enterprises. SoftLayer's modular architecture, full-featured API, and sophisticated automation provide unparalleled performance and control. Its flexible unified platform seamlessly spans physical and virtual devices linked via a world...
In his session at 18th Cloud Expo, Bruce Swann, Senior Product Marketing Manager at Adobe, will discuss how the Adobe Marketing Cloud can help marketers embrace opportunities for personalized, relevant and real-time customer engagement across offline (direct mail, point of sale, call center) and digital (email, website, SMS, mobile apps, social networks, connected objects). Bruce Swann has more than 15 years of experience working with digital marketing disciplines like web analytics, social med...
SYS-CON Events announced today that EastBanc Technologies will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. EastBanc Technologies has been working at the frontier of technology since 1999. Today, the firm provides full-lifecycle software development delivering flexible technology solutions that seamlessly integrate with existing systems – whether on premise or cloud. EastBanc Technologies partners with p...
SYS-CON Events announced today that 24Notion has been named “Bronze 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. 24Notion is full-service global creative digital marketing, technology and lifestyle agency that combines strategic ideas with customized tactical execution. With a broad understand of the art of traditional marketing, new media, communications and social influence, 24Notion uniquely understands how to con...
SYS-CON Events announced today that Commvault, a global leader in enterprise data protection and information management, has been named “Bronze Sponsor” of SYS-CON's 18th International Cloud Expo, which will take place on June 7–9, 2016, at the Javits Center in New York City, NY, and the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Commvault is a leading provider of data protection and information management...
Companies can harness IoT and predictive analytics to sustain business continuity; predict and manage site performance during emergencies; minimize expensive reactive maintenance; and forecast equipment and maintenance budgets and expenditures. Providing cost-effective, uninterrupted service is challenging, particularly for organizations with geographically dispersed operations.
The IoTs will challenge the status quo of how IT and development organizations operate. Or will it? Certainly the fog layer of IoT requires special insights about data ontology, security and transactional integrity. But the developmental challenges are the same: People, Process and Platform. In his session at @ThingsExpo, Craig Sproule, CEO of Metavine, will demonstrate how to move beyond today's coding paradigm and share the must-have mindsets for removing complexity from the development proc...
SYS-CON Events announced today Object Management Group® has been named “Media Sponsor” of SYS-CON's 18th International Cloud Expo, which will take place on June 7–9, 2016, at the Javits Center in New York City, NY, and the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
SYS-CON Events announced today that Alert Logic, Inc., the leading provider of Security-as-a-Service solutions for the cloud, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. Alert Logic, Inc., provides Security-as-a-Service for on-premises, cloud, and hybrid infrastructures, delivering deep security insight and continuous protection for customers at a lower cost than traditional security solutions. Ful...
SYS-CON Events announced today that MobiDev will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. MobiDev is a software company that develops and delivers turn-key mobile apps, websites, web services, and complex software systems for startups and enterprises. Since 2009 it has grown from a small group of passionate engineers and business managers to a full-scale mobile software company with over 200 develope...