Welcome!

Open Source Cloud Authors: Liz McMillan, Yeshim Deniz, Elizabeth White, Rajeev Kozhikkattuthodi, Pat Romanski

Related Topics: Open Source Cloud, Microservices Expo

Open Source Cloud: Article

Case Study: Open Source + Business Intelligence

A marriage made for data-driven businesses

Data-driven businesses are facing some tough challenges in today's rapidly changing information landscape. As decision cycles continue to shrink, companies need to act on information within hours and minutes rather than weeks and days. At the same time, the volume of data that needs to be analyzed is growing exponentially. Business intelligence (BI) approaches that might have made sense a decade or even five years ago may no longer be the best fit for organizations that must quickly and affordably make sense of terabytes of incoming data that shows no sign of slowing down.

For my company, MX Force, speedy data analysis is not simply a "nice to have," it's critical to our business. As a cloud-based provider of email security for organizations of all sizes, we need to identify the origins of spam, viruses and other potential threats for our clients, fast. But as our business has grown, so has the volume of email log data that we must store, filter, search, analyze and report on. Recently, we were challenged to find a database that could reliably enable quick and efficient ad-hoc queries on up to a year's worth of email log data. Our staff uses this data to analyze and report on statistical information, and we also give our clients the ability to query their own logs to diagnose mail delivery issues. It was important to find a database that could deliver the high performance we required, but affordability and ease of administration were also of vital concern. These considerations prompted us to seek an open source solution.

Open Source Meets Business Intelligence
MX Force uses a number of open source tools within our organization. The low cost of open source is one reason for this, but flexibility is another important driver. Because open source projects are community-driven, users can tweak, customize and tinker with the software as much as they like. This is a big advantage when it comes to business intelligence, as data analysis requirements can change quickly, and you don't want to have to wait weeks or months to get a new query set up or to change the parameters of those that are already running. MX Force was already using MySQL in our business, so we decided to try Infobright's open source analytic database, ICE (Infobright Community Edition.) ICE combines a columnar database with innovative compression and self-tuning capabilities that eliminate the need to create indexes, partition data or do any manual intervention to achieve fast response for queries and reports. The software is built on MySQL, so for us there was a very small implementation and training curve - ICE uses the same familiar MySQL interface. The fact that ICE is an open source analytic solution presented us with several key benefits:

  1. Deployment speed: The time from download and installation to first production use was just three weeks.
  2. Affordability: Many of the proprietary commercial BI solutions available today require custom configuration, expensive licensing agreements and equally expensive hardware to support and run it. Not only was ICE free to install, we could also run the software on inexpensive commodity servers, eliminating the need to invest in high performance servers and storage arrays. (Our entire workload is supported by a single quad-core server.)
  3. Simplicity and flexibility: Because ICE is open and standards-based, we can quickly make changes as needed without requiring extensive IT assistance. In addition, it's often a lot simpler to make fixes or upgrade an open source solution because an entire community contributes their expertise to fixing bugs and making improvements. With proprietary software, users have to wait for issues to be addressed by the vendor, which can take much longer.

MX Force is currently using ICE to quickly isolate mail flow problems and trends. In our experience, using a free, open source product has not in any way involved a compromise on performance or capabilities. We are achieving 10:1 data compression, which saves on storage costs and boosts performance. Most statistical queries render results in less than five seconds. Ongoing administration is simple. The net result is that the product delivers the fast query performance and reporting functionality we needed, at an incredibly low cost for hardware and ongoing maintenance.

Look, then Leap
Interested in giving open source a try for your BI and analytic efforts? There are a number of compelling benefits to doing so, but as with any type of software, it's also important to look before you leap. Evaluation and testing considerations are no different than they would be for licensed software - you want to make sure the solution has the features and capabilities most relevant to your business. Also, there's a difference between open source projects that are at a very early and experimental stage and software that is well established and has a vibrant and involved community behind it, strong vendor support, or both. Investigate the support offered for the solution under consideration. How often are new features added? Are bug fixes made in a timely manner? Is there useful and accurate supporting documentation?

With ICE, we were certainly attracted by the many resources and significant participation of both Infobright and the user community. We also knew there was a commercial version available if we decided we needed the additional functionality it offered or a formal support contract. For companies just jumping in to the open source arena, it's best to avoid tools that haven't yet cultivated a strong following. But even if you do make a mistake, the low (and usually free) cost of open source means that there's minimal risk.

The BI requirements of today's data-driven businesses demand speed, simplicity and affordability. As open source solutions continue to mature, it's worth looking at projects that are focused on analytics, BI and other data management activities. The more nimble and flexible approach embodied by open source may just be the best fit for addressing the many information management challenges driven by data growth and complexity.

More Stories By Mike Makowski

Mike Makowski is CTO of MX Force, a leading provider of email security in the cloud and member of Infobright’s Customer Advisory Council. More information about MX Force can be found at http://www.mxforce.com/

Comments (0)

Share your thoughts on this story.

Add your comment
You must be signed in to add a comment. Sign-in | Register

In accordance with our Comment Policy, we encourage comments that are on topic, relevant and to-the-point. We will remove comments that include profanity, personal attacks, racial slurs, threats of violence, or other inappropriate material that violates our Terms and Conditions, and will block users who make repeated violations. We ask all readers to expect diversity of opinion and to treat one another with dignity and respect.


@ThingsExpo Stories
Artificial intelligence, machine learning, neural networks. We’re in the midst of a wave of excitement around AI such as hasn’t been seen for a few decades. But those previous periods of inflated expectations led to troughs of disappointment. Will this time be different? Most likely. Applications of AI such as predictive analytics are already decreasing costs and improving reliability of industrial machinery. Furthermore, the funding and research going into AI now comes from a wide range of com...
"When we talk about cloud without compromise what we're talking about is that when people think about 'I need the flexibility of the cloud' - it's the ability to create applications and run them in a cloud environment that's far more flexible,” explained Matthew Finnie, CTO of Interoute, in this SYS-CON.tv interview at 20th Cloud Expo, held June 6-8, 2017, at the Javits Center in New York City, NY.
The current age of digital transformation means that IT organizations must adapt their toolset to cover all digital experiences, beyond just the end users’. Today’s businesses can no longer focus solely on the digital interactions they manage with employees or customers; they must now contend with non-traditional factors. Whether it's the power of brand to make or break a company, the need to monitor across all locations 24/7, or the ability to proactively resolve issues, companies must adapt to...
Internet of @ThingsExpo, taking place October 31 - November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 21st 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 devic...
SYS-CON Events announced today that MobiDev, a client-oriented software development company, will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. 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...
SYS-CON Events announced today that GrapeUp, the leading provider of rapid product development at the speed of business, will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Grape Up is a software company, specialized in cloud native application development and professional services related to Cloud Foundry PaaS. With five expert teams that operate in various sectors of the market acr...
SYS-CON Events announced today that Ayehu will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on October 31 - November 2, 2017 at the Santa Clara Convention Center in Santa Clara California. Ayehu provides IT Process Automation & Orchestration solutions for IT and Security professionals to identify and resolve critical incidents and enable rapid containment, eradication, and recovery from cyber security breaches. Ayehu provides customers greater control over IT infras...
In this presentation, Striim CTO and founder Steve Wilkes will discuss practical strategies for counteracting fraud and cyberattacks by leveraging real-time streaming analytics. In his session at @ThingsExpo, Steve Wilkes, Founder and Chief Technology Officer at Striim, will provide a detailed look into leveraging streaming data management to correlate events in real time, and identify potential breaches across IoT and non-IoT systems throughout the enterprise. Strategies for processing massive ...
SYS-CON Events announced today that Cloud Academy named "Bronze Sponsor" of 21st International Cloud Expo which will take place October 31 - November 2, 2017 at the Santa Clara Convention Center in Santa Clara, CA. Cloud Academy is the industry’s most innovative, vendor-neutral cloud technology training platform. Cloud Academy provides continuous learning solutions for individuals and enterprise teams for Amazon Web Services, Microsoft Azure, Google Cloud Platform, and the most popular cloud com...
In his session at Cloud Expo, Alan Winters, an entertainment executive/TV producer turned serial entrepreneur, presented a success story of an entrepreneur who has both suffered through and benefited from offshore development across multiple businesses: The smart choice, or how to select the right offshore development partner Warning signs, or how to minimize chances of making the wrong choice Collaboration, or how to establish the most effective work processes Budget control, or how to ma...
SYS-CON Events announced today that Enzu will exhibit at SYS-CON's 21st Int\ernational Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Enzu’s mission is to be the leading provider of enterprise cloud solutions worldwide. Enzu enables online businesses to use its IT infrastructure to their competitive advantage. By offering a suite of proven hosting and management services, Enzu wants companies to focus on the core of their ...
We build IoT infrastructure products - when you have to integrate different devices, different systems and cloud you have to build an application to do that but we eliminate the need to build an application. Our products can integrate any device, any system, any cloud regardless of protocol," explained Peter Jung, Chief Product Officer at Pulzze Systems, in this SYS-CON.tv interview at @ThingsExpo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA
With major technology companies and startups seriously embracing Cloud strategies, now is the perfect time to attend 21st Cloud Expo October 31 - November 2, 2017, at the Santa Clara Convention Center, CA, and June 12-14, 2018, at the Javits Center in New York City, NY, and learn what is going on, contribute to the discussions, and ensure that your enterprise is on the right path to Digital Transformation.
SYS-CON Events announced today that IBM has been named “Diamond Sponsor” of SYS-CON's 21st Cloud Expo, which will take place on October 31 through November 2nd 2017 at the Santa Clara Convention Center in Santa Clara, California.
SYS-CON Events announced today that CA Technologies has been named "Platinum Sponsor" of SYS-CON's 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. CA Technologies helps customers succeed in a future where every business - from apparel to energy - is being rewritten by software. From planning to development to management to security, CA creates software that fuels transformation for companies in the applic...
Amazon started as an online bookseller 20 years ago. Since then, it has evolved into a technology juggernaut that has disrupted multiple markets and industries and touches many aspects of our lives. It is a relentless technology and business model innovator driving disruption throughout numerous ecosystems. Amazon’s AWS revenues alone are approaching $16B a year making it one of the largest IT companies in the world. With dominant offerings in Cloud, IoT, eCommerce, Big Data, AI, Digital Assista...
Multiple data types are pouring into IoT deployments. Data is coming in small packages as well as enormous files and data streams of many sizes. Widespread use of mobile devices adds to the total. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists looked at the tools and environments that are being put to use in IoT deployments, as well as the team skills a modern enterprise IT shop needs to keep things running, get a handle on all this data, and deliver...
In his session at @ThingsExpo, Eric Lachapelle, CEO of the Professional Evaluation and Certification Board (PECB), provided an overview of various initiatives to certify the security of connected devices and future trends in ensuring public trust of IoT. Eric Lachapelle is the Chief Executive Officer of the Professional Evaluation and Certification Board (PECB), an international certification body. His role is to help companies and individuals to achieve professional, accredited and worldwide re...
With the introduction of IoT and Smart Living in every aspect of our lives, one question has become relevant: What are the security implications? To answer this, first we have to look and explore the security models of the technologies that IoT is founded upon. In his session at @ThingsExpo, Nevi Kaja, a Research Engineer at Ford Motor Company, discussed some of the security challenges of the IoT infrastructure and related how these aspects impact Smart Living. The material was delivered interac...
IoT solutions exploit operational data generated by Internet-connected smart “things” for the purpose of gaining operational insight and producing “better outcomes” (for example, create new business models, eliminate unscheduled maintenance, etc.). The explosive proliferation of IoT solutions will result in an exponential growth in the volume of IoT data, precipitating significant Information Governance issues: who owns the IoT data, what are the rights/duties of IoT solutions adopters towards t...