Welcome!

Open Source Cloud Authors: Jyoti Bansal, Carmen Gonzalez, Yeshim Deniz, Elizabeth White, Liz McMillan

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
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at 20th Cloud Expo, Ed Featherston, director/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.
SYS-CON Events announced today that DatacenterDynamics 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. DatacenterDynamics is a brand of DCD Group, a global B2B media and publishing company that develops products to help senior professionals in the world's most ICT dependent organizations make risk-based infrastructure and capacity decisions.
"Matrix is an ambitious open standard and implementation that's set up to break down the fragmentation problems that exist in IP messaging and VoIP communication," explained John Woolf, Technical Evangelist at Matrix, in this SYS-CON.tv interview at @ThingsExpo, held Nov 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA.
Growth hacking is common for startups to make unheard-of progress in building their business. Career Hacks can help Geek Girls and those who support them (yes, that's you too, Dad!) to excel in this typically male-dominated world. Get ready to learn the facts: Is there a bias against women in the tech / developer communities? Why are women 50% of the workforce, but hold only 24% of the STEM or IT positions? Some beginnings of what to do about it! In her Day 2 Keynote at 17th Cloud Expo, Sandy Ca...
IoT is at the core or many Digital Transformation initiatives with the goal of re-inventing a company's business model. We all agree that collecting relevant IoT data will result in massive amounts of data needing to be stored. However, with the rapid development of IoT devices and ongoing business model transformation, we are not able to predict the volume and growth of IoT data. And with the lack of IoT history, traditional methods of IT and infrastructure planning based on the past do not app...
WebRTC services have already permeated corporate communications in the form of videoconferencing solutions. However, WebRTC has the potential of going beyond and catalyzing a new class of services providing more than calls with capabilities such as mass-scale real-time media broadcasting, enriched and augmented video, person-to-machine and machine-to-machine communications. In his session at @ThingsExpo, Luis Lopez, CEO of Kurento, introduced the technologies required for implementing these idea...
Why do your mobile transformations need to happen today? Mobile is the strategy that enterprise transformation centers on to drive customer engagement. In his general session at @ThingsExpo, Roger Woods, Director, Mobile Product & Strategy – Adobe Marketing Cloud, covered key IoT and mobile trends that are forcing mobile transformation, key components of a solid mobile strategy and explored how brands are effectively driving mobile change throughout the enterprise.
Apache Hadoop is emerging as a distributed platform for handling large and fast incoming streams of data. Predictive maintenance, supply chain optimization, and Internet-of-Things analysis are examples where Hadoop provides the scalable storage, processing, and analytics platform to gain meaningful insights from granular data that is typically only valuable from a large-scale, aggregate view. One architecture useful for capturing and analyzing streaming data is the Lambda Architecture, represent...
SYS-CON Events announced today that delaPlex will exhibit at SYS-CON's @CloudExpo, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. delaPlex pioneered Software Development as a Service (SDaaS), which provides scalable resources to build, test, and deploy software. It’s a fast and more reliable way to develop a new product or expand your in-house team.
The explosion of new web/cloud/IoT-based applications and the data they generate are transforming our world right before our eyes. In this rush to adopt these new technologies, organizations are often ignoring fundamental questions concerning who owns the data and failing to ask for permission to conduct invasive surveillance of their customers. Organizations that are not transparent about how their systems gather data telemetry without offering shared data ownership risk product rejection, regu...
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York. 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 June 6-8, 2017, at the Javits Center in New York City, New York, is co-located with 20th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry p...
The Internet of Things 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 and how we integrate our thinking to solve complicated problems. In his session at 19th Cloud Expo, Craig Sproule, CEO of Metavine, demonstrated how to move beyond today's coding paradigm and sh...
SYS-CON Events announced today that IoT Now has been named “Media Sponsor” of SYS-CON's 20th International Cloud Expo, which will take place on June 6–8, 2017, at the Javits Center in New York City, NY. IoT Now explores the evolving opportunities and challenges facing CSPs, and it passes on some lessons learned from those who have taken the first steps in next-gen IoT services.
As organizations realize the scope of the Internet of Things, gaining key insights from Big Data, through the use of advanced analytics, becomes crucial. However, IoT also creates the need for petabyte scale storage of data from millions of devices. A new type of Storage is required which seamlessly integrates robust data analytics with massive scale. These storage systems will act as “smart systems” provide in-place analytics that speed discovery and enable businesses to quickly derive meaningf...
SYS-CON Events announced today that WineSOFT will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Based in Seoul and Irvine, WineSOFT is an innovative software house focusing on internet infrastructure solutions. The venture started as a bootstrap start-up in 2010 by focusing on making the internet faster and more powerful. WineSOFT’s knowledge is based on the expertise of TCP/IP, VPN, SSL, peer-to-peer, mob...
SYS-CON Media announced today that @WebRTCSummit Blog, the largest WebRTC resource in the world, has been launched. @WebRTCSummit Blog offers top articles, news stories, and blog posts from the world's well-known experts and guarantees better exposure for its authors than any other publication. @WebRTCSummit Blog can be bookmarked ▸ Here @WebRTCSummit conference site can be bookmarked ▸ Here
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, discussed 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.
In his keynote at @ThingsExpo, Chris Matthieu, Director of IoT Engineering at Citrix and co-founder and CTO of Octoblu, focused on building an IoT platform and company. He provided a behind-the-scenes look at Octoblu’s platform, business, and pivots along the way (including the Citrix acquisition of Octoblu).
With billions of sensors deployed worldwide, the amount of machine-generated data will soon exceed what our networks can handle. But consumers and businesses will expect seamless experiences and real-time responsiveness. What does this mean for IoT devices and the infrastructure that supports them? More of the data will need to be handled at - or closer to - the devices themselves.
SYS-CON Events announced today that Dataloop.IO, an innovator in cloud IT-monitoring whose products help organizations save time and money, has been named “Bronze Sponsor” of SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Dataloop.IO is an emerging software company on the cutting edge of major IT-infrastructure trends including cloud computing and microservices. The company, founded in the UK but now based in San Fran...