empirix case study
DESCRIPTION
“Vertica transformed the way Empirixcollects, processes and analyzes data...”TRANSCRIPT
Since 1992, Empirix has helped mobile, LTE, VoIP, and fixed line service providers maximize the value of network technologies and infrastructure investments. Its service assurance soluFons – which span tesFng, monitoring, and analyFcs – empower companies to fully visualize and strategically enhance customer experience. Empirix enables operators to more effecFvely troubleshoot problems, resolve interoperability issues, and smoothly incorporate new technologies. The firm is privately held and headquartered in Bedford, MA.
The Application
Successful telecommunicaFons and service providers disFnguish themselves by offering not only high caliber technologies, but also blue-‐chip customer experiences. Most of the top players in the industry tap Empirix to power their service assurance systems.
“When service providers want to know about customer experience, they’re no longer interested in simply knowing whether a call was successful, or whether someone was able to send an email,” explains Steve Kish, Director of Product Management at Empirix. “They want the whole picture from a customer perspecFve: what’s going on in terms of mulFple authenFcaFon steps; what’s going on from a core transport perspecFve; what’s going on in the quality of service the customer uses. And crucially, they want to see all of these things in the same place, at the same Fme, and correlated.”
The first step in service assurance is establishing a system for capturing, decoding and correlaFng raw packets of data. Empirix places hardware-‐based appliances called mulF-‐service probes (MSP) out at various interface points in a customer network. The MSPs monitor data as it flows through the network, generaFng ApplicaFon Service Detail Records (ASDR), which reflect highly detailed per session or call informaFon. If a subscriber visits a website, for example, an ASDR will communicate nearly everything about the session: network elements involved, strength of the connecFon, customer informaFon, and quanFty of informaFon downloaded.
As service providers need the ability to understand customer experience across mulFple points in their networks, Empirix sends the ASDRs from mulFple probes to a centralized probe management and correlaFon server, known as the Regional OperaFon Server (ROS). The ASDRs are wri\en to a VerFca database in real Fme with compression algorithms used to allow Empirix to meet demanding customer requirements for historical storage. UFlizing the ROS with a VerFca database, service providers are able to run many concurrent queries with excepFonal response Fme.
“Vertica transformed the way Empirix collects, processes and analyzes data...”
- Steve Kish, Director of Product Management, Empirix
An HP Company
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CASE STUDY - EMPIRIX
About VerticaVertica, an HP Company, is the leading provider of next-generation analytics platforms enabling customers to monetize ALL of their data. The elasticity, scale, performance, and simplicity of the Vertica Analytics Platform are unparalleled in the industry, delivering 50x-1000x the performance of traditional solutions at 30% the total cost of ownership. With data warehouses and data marts ranging from hundreds of gigabytes to multiple petabytes, Vertica’s 600+ customers are rede"ning the speed of business and competitive advantage. Vertica powers some of the largest organizations and most innovative business models globally including Zynga, Groupon, Twitter, Verizon, Guess Inc., Admeld, Capital IQ, Mozilla, AT&T, and Comcast.
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“From customer service agents to level 3 engineering technicians, our soluFon has to be able to quickly handle any type of query that service providers throw our way,” Kish said. “This requires the technical ability to pull together massive amounts of granular, highly fragmented probe data, and make it neatly accessible in seconds.”
“When Steve calls about a network problem, an operator should be able to pull up all of his records from the last 15 minutes. Or, more complex: the operator thinks Steve experienced a problem in an IMS network, and it may have something to do with the services he’s provisioned for. The operator should be able to run a query examining Diameter messages that were correlated to SIP messages from a specific endpoint ID between two points of Fme.
“VerFca allows our service providers to do this with the click of a mouse.”
The Challenge
Before implemenFng VerFca in 2011, Empirix used a MySQL database. “To a certain scaling extent, MySQL was perfectly fine,” Kish said. But the heavy licing inevitably took its toll.
“We got to a point where MySQL was just running out of gas,” he said. “The ROS’s we provided were geeng overwhelmed by the volume of ASDRs collected by the probes. Of course, the operators had no sympathy for us. We needed to move into a new database architecture that could scale much more successfully with our business.”
The Solution
Within Empirix’s engineering team, there was a rigorous evaluaFon of different databases. Kish said VerFca stood out for three reasons.
“First, VerFca scales out almost limitlessly on COTS chassis and standard processors. Second, it has excellent performance on cost-‐effecFve hardware; it offers flexible compression techniques and very efficient I/O, which allows us to achieve high load rates and fast mulF-‐query results. Third, it embeds seamlessly in the Empirix soluFon, so our customers don’t need to worry about database administraFon. We squarely came around to the fact that VerFca was the best plaiorm out there.”
Running VerFca on the same commodity hardware as before, Expirix has achieved a 3x increase in database write performance, from 1,000 sessions per second, per regional server, to 3,000.
The Final Word
Kish said VerFca has transformed the way Empirix collects, processes, and analyzes data. “We can now go to carriers and tell them, ‘As you grow your traffic, we have a soluFon that not only solves our previous limitaFons, but also scales up to give all kinds of headroom going forward.’
“By partnering with VerFca and leveraging its architectural strength, we’re able to provide operators the tools they need to confidently interpret customer experience—even as the data tsunami rolling across their networks conFnues to grow.”
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