|By Daniel Thompson||
|February 25, 2013 10:07 AM EST||
Last October I published a post that identified the features that both JBoss Data Grid and Oracle Coherence provide (link). My goal was to establish a baseline for the features that a data grid should provide. It was not to state that one data grid was better than the other. Little did I know an Oracle employee would respond by attacking Red Hat, its engineers, and myself.
It is fear? Is it hostility? I don’t know.
I have engaged in discussions with competitors before. Roman and I engaged in a competitive discussion in response to one of my posts comparing IBM WebSphere and JBoss EAP (link). However, we both conducted ourselves in a professional manner. I’ve engaged in competitive discussions with Spring evangelists, but we focused on the technology.
I always enjoy reading the discussions between Cameron, Nikita, and Nati on the TheServerSide. I find their discussions to be insightful. They conduct themselves in a professional manner. To me, it looks like they respect each other and they respect each others products.
To be fair, this is just a single anonymous visitor. If they had not left a comment while connected to Oracle’s network, I would not have known that they work for Oracle. However, I would have inferred it.
Let the show begin.
I’m also interested in this question too RK. JDG lack of references that could corroborate performance majority against Coherence. Coherence in the other hand has a lot of public cases that shows how scalable, reliable and fast it is. It is the word’s first in-memory computing platform of the world, so this blog doesn’t offer credibility at all, mostly because Shane is a marketing guy from Red Hat.
He’s just using a old marketing technique to improve reliability of their offers product, comparing it with another one which is leader in its industry, like Coherence. Comparing with Coherence would pass the idea of “JDG is so good just like Coherence, so instead of buying Coherence, buy from Red Hat” but in fact it is not true. JDG should implement A LOT OF features to be comparable with Coherence.
I published the results of a performance test (JDG 6.0.1) last December (link). I have written a technical white paper that includes the results of a number of performance tests (JDG 6.0.1). However, it is awaiting publication. I expect it to be made available via the Red Hat Customer Portal. In addition, I will be publishing the results of a few performance tests (JDG 6.1) executed on better hardware to How to JBoss within the next two weeks.
I executed the performance tests with RadarGun (link), an open source project for data grid performance testing. When I published the results, I provided both the RadarGun and the JDG configuration files. The best way for an organization to select a data grid based on performance and reliability is to configure and execute their own performance tests based on their own requirements in their own controlled environment.
Those results compares JDG against Terracotta from Software AG, not with Coherence from Oracle. You cannot say at all that JDG is better than Coherence because you’ve never tested. Again, not reliable statements coming from you. You’ve tried to use a Terracotta comparison to generalize JDG performance results. Lets call Oracle, VMware, IBM, Gigaspaces and TIBCO to participate of the tests.
I have never stated that JDG performs better than Oracle Coherence. Thus, I am unaware of these “not reliable statements”. Can you could point them out? You are welcome to call Oracle, VMWare, IBM, GigaSpaces, and TIBCO. They are welcome to use the my RadarGun and JDG configuration files to configure and execute their own performance tests with RadarGun. This is essentially what I did after coming across the performance test results published by Terracotta. I simply used the parameters that they made available. As I mentioned previously, a number of organizations evaluating JDG are doing just that. They are executing performance tests against both JDG and Oracle Coherence using RadarGun or YCSB (Yahoo! Cloud Serving Benchmark).
Tongosol Coherence was an innovative product in its day, but that day was several years ago. I do not question that it remains reliable. However, there have been a number of advancements in distributed systems over the past few years. JBoss Data Grid brings together the reliability of the previous generation of data grids and the innovation of the next generation of data grids.
For some unique features of Coherence like its non-blocking I/O TCP/IP network based on TCMP, which allow it to achive better results with distributed transactions, fail-over detection (the fastest of the industry) WAN replication with latency issues due geographical distribution and the HTTP Session offload from AppServers. Not mentioning integration with A LOT OF AppServers like WebLogic, GlassFish, Websphere, Tomcat, IIS, Resin and even your JBoss AS. JDG only gives support for which is from Red Hat. What a nice example of being “open” hãm ?! :)
The TCMP features that you listed are not unique to TCMP. They are provided by JGroups as well. Those features include non-blocking I/O (NIO), failure detection, and cross site (WAN) replication. I would hope that Oracle Coherence*Web would support both Oracle WebLogic and Oracle GlassFish. Is that really a feature? If so, Red Hat provides it as well. JDG supports both JBoss EAP and JBoss EWS (Apache Tomcat). However, there is no reason for an organization to use JDG or Oracle Coherence*Web for session replication with IBM WebSphere.
Red Hat public references include both Chicago Board Options Exchange (CBOE) and Cisco, and they have both presented at Red Hat Summit / JBoss World. I can’t think of an environment with higher demands for both performance and reliability than financial trading. The Pentaho BI Platform / Server includes a plugin for Infinispan (link). There is no Oracle Coherence plugin.
Only this? Coherence has thousands of customer references, including mission critical ones that for years NEVER, I mean, NEVER restarted their servers. Come on, you can do better than this. Red Hat (you) should be a little bit more humble when talking about leaders like Oracle. Someday Red Hat will be a huge company, I don’t doubt that, but that didn’t happened so far and will take some time.
Can you point out a list that includes thousands of public customer references for Oracle Coherence? The only list that I found includes 39 customer references, and that list includes duplicates (link). You state that thousands of Oracle Coherence customers have NEVER restarted their servers. That is a bold claim. Do you have evidence to support such a claim? After all, servers may be restarted to upgrade the hardware and / or operating system. That, and enterprise software typically has a finite life cycle. Has not a just one of those thousands of Oracle Coherence customers ever upgraded their original version to the latest version? I suspect that you and I have different interpretations of “huge company”. I find it ironic that you demand humility while showing disrespect.
Are you stating that because the company you work for (Oracle) productized (well, acquired) a data grid before the company I work for (Red Hat) and that my role is now in marketing, I lack credibility in the data grid domain? I would advise against such a statement. My technical knowledge of data grids is second to none, and it is not derived from my role in marketing. I have worked with a number of enterprise organizations in the financial, telecommunication, and media sectors in a developer / architect capacity in my previous role to integrate data grids in demanding environments.
Oh yes? Give me examples of data grid technologies you’ve worked with, scenarios of data partitioning and JVM tuning you’ve implemented for, entity domain versioning strategies you’ve designed it, hashCode algorithms strategies that you’ve proposed for a complex based key node, examples of KPIs that you retrieved from JMX and from the DG, and of course, examples of the following DG scenarios: average latency less than 600 microseconds, 5k TPS or higher considering a transaction with a minimum of 15KB of size, client applications both based on Java, C++, .NET and “the rest of world” that could be accessed with REST or SOAP, projects with more than 20K hours of duration (real one projects) instead of stupid POCs, usage of at least three serious data grids technologies including Coherence, GemFire, Websphere eXtreme Scale, Gigapaces, TIBCO ActiveSpaces, etc.
I do not question your knowledge and experience, nor am I going to. I am dumbfounded as to why you feel justified in questioning mine.
I look at it like this. You have pilots, and you have mechanics. You have users, and you have engineers. A pilot knows how the controls work, a mechanic knows the parts work. When it comes to JDG, I have been a full time pilot and a part time mechanic. However, the activities that you have mentioned are those of a user, not of an engineer. Further, they are not specific to data grids. It’s one thing to talk about metrics, latency, and throughput. It’s another to talk about concurrency, algorithms, and how distributed systems work.
JVM tuning. I have posted a handful of notes on both OS and JVM tuning (link / link / link). Instead of talking about JVM tuning, let’s talk about implementations of ConcurrentMap (link). JMX. I have monitored and analyzed the performance of JDG with JBoss Operations Network, in-house tools, and BTrace. Here is a list of JMX attributes and operations for JDG (link). An average of latency of 600 microseconds is not particularly impressive in the financial trading industry. Nor is 5,000 transactions per second. Did I not mention, the fact that I collaborated with their engineers, and that co-presented with them at Red Hat Summit / JBoss World? Instead of talking about latency and throughput, let’s talk about data structures and eviction algorithms (link). I’ll be honest, I have not worked on projects that required integration in a heterogeneous environment. Those that have, have done so with REST and memcache. Oracle Coherence doesn’t support the memcache protocol, does it? Instead of talking about REST and SOAP, let’s talk about local / remote transaction contexts and the number of remote procedure calls (RPC) required for optimistic / pessimistic locking. Partitioning and hashing. JDG has implemented consistent hashing and virtual nodes. A modern solution. It uses an implementation of the excellent MurmurHash3 algorithm (link). It does not rely on dated implementation based on centralized and / or manual hashing. Does Oracle Coherence? Instead of talking about hashing, let’s talk about vector clocks.
Let’s talk about rebalancing and push / pull implementations.
Of course, that is the benefit of open source software. Users can be engineers. The can understand the implementation by studying the code. That is exactly what I did. I studied the code, I modified the code, I created and submitted patches, and I engaged in discussions with Red Hat engineers on implementations details. With proprietary software, users can only be users.
Asking how fast someone has flown will not reveal how much they know about planes.
Are you familiar with all of the projects that I have been on? I ask because I’m uncertain as to why you would describe them as “stupid POCs”. I do not think that the engineers at CBOE or any of the other organizations that I have collaborated with would appreciate you calling the work that they put into production “stupid POCs”. I know I don’t.
How am I “improving the reliability” of JBoss Data Grid by identifying the functionality that both JBoss Data Grid and Oracle Coherence provide? Do you not believe that JBoss Data Grid has implemented A LOT OF features? The functionality descibed in this post represents nearly all of the features and benefits listed in the Oracle Coherence data sheet (link). JBoss Data Grid lacks a few features provided by Oracle Coherence. Oracle Coherence lacks a few features provided by JBoss Data Grid. Would you say that Oracle Coherence has not implemented A LOT OF features because it lacks a few features provided by JBoss Data Grid?
No! It just had integrated a couple open-source existing technologies into a new ecosystem and productized in a minimum level to take some money from the customers with subscriptions. Nothing really new, innovated, creative or respectable. The type of thing Red Hat likes to do: take existing technologies, combine them and make some money.
What are these open-source, existing technologies that you are referring to? Could they be Infinispan? Of course they exist, Red Hat created them. It would be hard to productize something that does not exist. I find it both disrespectful and insulting to Red Hat engineers to describe their work as not new, innovative, creative, or respectable. You said “take existing technologies, combine them and make some money”. Interesting. Is that not what Oracle did with Tangosol Coherence? Oracle purchased their data grid. Red Hat created its data grid.
You really knows to play with words, starting with the usage of the word “nearly” :)
You forgot some key features that only Coherence has like: Elastic Data (off-heap and SSD storage of data), distributed GC against any type of storage and cache layout, ability to handle thousands of GB being able to handle even terabytes of data. Don’t came say to me that with on-heap allocation and regular JVM like HotSpot (or OpenJDK which is even worse) you could allocate terabytes of data. Native SDKs for C/C++ and .NET, Continuous Queries, support for many AppServers rather than only JBoss, integration with Java EE 6 using @Resource annotation, monitoring and management capabilities both integrated with the product and with other external tools like Enterprise Manager, integration with CEP world to enrich events and being the clustering enabled mechanism to handle fail-over scenarios, security features that could deal with scenarios of authentication, authorization, SSL and load-balancers (Eg: BigIP) integration. Pre-built filters and a powerful query language that could make easier for the developers to interact with the cache instead of force them to write Java code, support for Hibernate, Toplink, EclipseLink, GoldenGate, etc. Thousands of pre-implemented scenario patterns in the product and externally with the incubator strategy started by Tangosol and now owned by Oracle. Oh and of course: support for a high performance serialization strategy and a highly scalable TCP/IP implementation like TCMP. Not mentioning that support for InfiniBand based networks.
I admit that off-heap storage is an interesting concept. However, I question how practical it is. I would not recommend storing a TB of data on a single node with or without off-heap storage. I recommend partitioning physical servers into multiple virtual servers. It increases node portability while reducing the effects (e.g. rebalancing) of adding or removing nodes. JDG supports Java EE integration with both @resource and @inject. Does Oracle Coherence not support @inject? JDG includes management and monitoring as well. JDG clients are smart clients. It is not practical to load balance requests. Can you point me to a list of these “thousands of pre-implemented scenario patterns”? JDG supports both high performance serialization (JBoss Marshalling) and a highly scalable TCP / IP implementation (JGroups). However, JDG does not require developers to write additional code to use high performance serialization unlike Oracle Coherence and Portable Object Format (POF) (link). I will give you Infiniband, but it may not matter for long (link).
Update: I thought when you referred to off-heap storage that you referring to off-heap memory. I had not realized that “off-heap storage” is the new marketing term for “disk storage”. It turns out that Elastic Data is marketing for “overflow to disk” (link). This was a featured provided by Ehcache 10 years ago. It’s a feature provided by JDG. You mentioned 1TB of data. However, Elastic Data can only support up to 100GB per node. It is not a persistence solution. It does not support eviction. It should not be used with aggregation (i.e. map / reduce) or entry processors.
All of the “unique” features provided by JDG are not considered by real customers, independent analysts like Gartner, Forrester and IDC as really important. Are features that just align with the Red Hat strategy to force its entrance in the Big Data world, which on the other hand is a terrible strategy because to a real Big Data strategy Red Hat lacks A LOT OF technology stacks compared with real Big Data vendors like Oracle, EMC and IBM. Just an example, even Oracle does not consider Coherence as its Big Data strategy. When Oracle talk about Coherence, they’re talking about caching, grid and in-memory computing scenarios, which fits perfectly to elastic data grid technologies.
It find it funny that justify the lack of features by stating that they are not important to analysts. Will you go on record as stating that Oracle Coherence will never implement JDG features that it lacks? Software evolves. New features become standard features. Personally, I think data grids will continue to incorporate features provided by NoSQL implementations. Eventual consistency comes to mind. What is a “real’ customer”? Is there another kind of customer? What do these features have to do with Red Hat’s big data strategy? Did you see the Red Hat big data announcement (link)? It was quite clear on what is and what is not our big data strategy. Just as Coherence is not Oracle’s big data strategy, JDG is not Red Hat’s big data strategy. We too place our data grid in the context of in-memory distributed data and parallel processing. I would expect a data grid to “fit perfectly to elastic data grid technologies” as it is, after all, a data grid and one of the defining characteristics of a data grid is that it is elastic. However, there is some overlap between in-memory data grids, NoSQL, and big data platforms. They all distribute data and implement parallel processing. The provide data locality. As such, in-memory data grids fit perfectly inside of broader big data solutions.
The Internet of Things (IoT) is making everything it touches smarter – smart devices, smart cars and smart cities. And lucky us, we’re just beginning to reap the benefits as we work toward a networked society. However, this technology-driven innovation is impacting more than just individuals. The IoT has an environmental impact as well, which brings us to the theme of this month’s #IoTuesday Twitter chat. The ability to remove inefficiencies through connected objects is driving change throughout every sector, including waste management. BigBelly Solar, located just outside of Boston, is trans...
Oct. 30, 2014 11:00 AM EDT Reads: 2,076
SYS-CON Events announced today that Gridstore™, the leader in software-defined storage (SDS) purpose-built for Windows Servers and Hyper-V, will exhibit at SYS-CON's 15th International Cloud Expo®, which will take place on November 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA. Gridstore™ is the leader in software-defined storage purpose built for virtualization that is designed to accelerate applications in virtualized environments. Using its patented Server-Side Virtual Controller™ Technology (SVCT) to eliminate the I/O blender effect and accelerate applications Gridsto...
Oct. 30, 2014 11:00 AM EDT Reads: 2,352
SYS-CON Events announces a new pavilion on the Cloud Expo floor where WebRTC converges with the Internet of Things. Pavilion will showcase WebRTC and the Internet of Things. 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 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.
Oct. 30, 2014 10:45 AM EDT Reads: 1,962
Connected devices and the Internet of Things are getting significant momentum in 2014. In his session at Internet of @ThingsExpo, Jim Hunter, Chief Scientist & Technology Evangelist at Greenwave Systems, will examine three key elements that together will drive mass adoption of the IoT before the end of 2015. The first element is the recent advent of robust open source protocols (like AllJoyn and WebRTC) that facilitate M2M communication. The second is broad availability of flexible, cost-effective storage designed to handle the massive surge in back-end data in a world where timely analytics...
Oct. 30, 2014 08:00 AM EDT Reads: 1,485
Internet of @ThingsExpo Silicon Valley announced on Thursday its first 12 all-star speakers and sessions for its upcoming event, which will take place November 4-6, 2014, at the Santa Clara Convention Center in California. @ThingsExpo, the first and largest IoT event in the world, debuted at the Javits Center in New York City in June 10-12, 2014 with over 6,000 delegates attending the conference. Among the first 12 announced world class speakers, IBM will present two highly popular IoT sessions, which will take place November 4-6, 2014 at the Santa Clara Convention Center in Santa Clara, Calif...
Oct. 30, 2014 07:30 AM EDT Reads: 2,153
The Internet of Things (IoT) promises to evolve the way the world does business; however, understanding how to apply it to your company can be a mystery. Most people struggle with understanding the potential business uses or tend to get caught up in the technology, resulting in solutions that fail to meet even minimum business goals. In his session at Internet of @ThingsExpo, Jesse Shiah, CEO / President / Co-Founder of AgilePoint Inc., will show what is needed to leverage the IoT to transform your business. He will discuss opportunities and challenges ahead for the IoT from a market and tec...
Oct. 29, 2014 11:00 PM EDT Reads: 1,407
SYS-CON Events announced today that TeleStax, the main sponsor of Mobicents, will exhibit at Internet of @ThingsExpo, which will take place on November 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA. TeleStax provides Open Source Communications software and services that facilitate the shift from legacy SS7 based IN networks to IP based LTE and IMS networks hosted on private (on-premise), hybrid or public clouds. TeleStax products include Restcomm, JSLEE, SMSC Gateway, USSD Gateway, SS7 Resource Adaptors, SIP Servlets, Rich Multimedia Services, Presence Services/RCS, Diame...
Oct. 29, 2014 05:00 PM EDT Reads: 1,550
From a software development perspective IoT is about programming "things," about connecting them with each other or integrating them with existing applications. In his session at @ThingsExpo, Yakov Fain, co-founder of Farata Systems and SuranceBay, will show you how small IoT-enabled devices from multiple manufacturers can be integrated into the workflow of an enterprise application. This is a practical demo of building a framework and components in HTML/Java/Mobile technologies to serve as a platform that can integrate new devices as they become available on the market.
Oct. 29, 2014 02:15 PM EDT Reads: 2,016
SYS-CON Events announced today that O'Reilly Media has been named “Media Sponsor” of SYS-CON's 15th International Cloud Expo®, which will take place on November 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA. 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 by amplifying "faint signals" from the alpha geeks who are creating the future. An...
Oct. 29, 2014 01:00 PM EDT Reads: 1,497
The Transparent Cloud-computing Consortium (abbreviation: T-Cloud Consortium) will conduct research activities into changes in the computing model as a result of collaboration between "device" and "cloud" and the creation of new value and markets through organic data processing High speed and high quality networks, and dramatic improvements in computer processing capabilities, have greatly changed the nature of applications and made the storing and processing of data on the network commonplace.
Oct. 29, 2014 10:00 AM EDT Reads: 2,007
SYS-CON Events announced today that Aria Systems, the recurring revenue expert, has been named "Bronze Sponsor" of SYS-CON's 15th International Cloud Expo®, which will take place on November 4-6, 2014, at the Santa Clara Convention Center in Santa Clara, CA. Aria Systems helps leading businesses connect their customers with the products and services they love. Industry leaders like Pitney Bowes, Experian, AAA NCNU, VMware, HootSuite and many others choose Aria to power their recurring revenue business and deliver exceptional experiences to their customers.
Oct. 29, 2014 10:00 AM EDT Reads: 2,070
The Internet of Things (IoT) is going to require a new way of thinking and of developing software for speed, security and innovation. This requires IT leaders to balance business as usual while anticipating for the next market and technology trends. Cloud provides the right IT asset portfolio to help today’s IT leaders manage the old and prepare for the new. Today the cloud conversation is evolving from private and public to hybrid. This session will provide use cases and insights to reinforce the value of the network in helping organizations to maximize their company’s cloud experience.
Oct. 29, 2014 09:00 AM EDT Reads: 2,035
As a disruptive technology, Web Real-Time Communication (WebRTC), which is an emerging standard of web communications, is redefining how brands and consumers communicate in real time. The on-going narrative around WebRTC has largely been around incorporating video, audio and chat functions to apps. In his session at Internet of @ThingsExpo, Alex Gouaillard, Founder and CTO of Temasys Communications, will look at a fourth element – data channels – and talk about its potential to move WebRTC beyond browsers and into the Internet of Things.
Oct. 29, 2014 08:00 AM EDT Reads: 1,577
SYS-CON Events announced today that Gigaom Research has been named "Media Sponsor" of SYS-CON's 15th International Cloud Expo®, which will take place on November 4-6, 2014, at the Santa Clara Convention Center in Santa Clara, CA. Ashar Baig, Research Director, Cloud, at Gigaom Research, will also lead a Power Panel on the topic "Choosing the Right Cloud Option." Gigaom Research provides timely, in-depth analysis of emerging technologies for individual and corporate subscribers. Gigaom Research's network of 200+ independent analysts provides new content daily that bridges the gap between break...
Oct. 28, 2014 11:45 PM EDT Reads: 1,588
We certainly live in interesting technological times. And no more interesting than the current competing IoT standards for connectivity. Various standards bodies, approaches, and ecosystems are vying for mindshare and positioning for a competitive edge. It is clear that when the dust settles, we will have new protocols, evolved protocols, that will change the way we interact with devices and infrastructure. We will also have evolved web protocols, like HTTP/2, that will be changing the very core of our infrastructures. At the same time, we have old approaches made new again like micro-services...
Oct. 28, 2014 03:00 PM EDT Reads: 1,553
The Industrial Internet revolution is now underway, enabled by connected machines and billions of devices that communicate and collaborate. The massive amounts of Big Data requiring real-time analysis is flooding legacy IT systems and giving way to cloud environments that can handle the unpredictable workloads. Yet many barriers remain until we can fully realize the opportunities and benefits from the convergence of machines and devices with Big Data and the cloud, including interoperability, data security and privacy.
Oct. 28, 2014 12:00 PM EDT Reads: 1,923
Swiss innovators dizmo Inc. launches its ground-breaking software, which turns any digital surface into an immersive platform. The dizmo platform seamlessly connects digital and physical objects in the home and at the workplace. Dizmo breaks down traditional boundaries between device, operating systems, apps and software, transforming the way users work, play and live. It supports orchestration and collaboration in an unparalleled way enabling any data to instantaneously be accessed on any surface, anywhere and made interactive. Dizmo brings fantasies as seen in Sci-fi movies such as Iro...
Oct. 28, 2014 10:00 AM EDT Reads: 2,113
Software AG helps organizations transform into Digital Enterprises, so they can differentiate from competitors and better engage customers, partners and employees. Using the Software AG Suite, companies can close the gap between business and IT to create digital systems of differentiation that drive front-line agility. We offer four on-ramps to the Digital Enterprise: alignment through collaborative process analysis; transformation through portfolio management; agility through process automation and integration; and visibility through intelligent business operations and big data.
Oct. 28, 2014 10:00 AM EDT Reads: 2,040
One of the biggest challenges when developing connected devices is identifying user value and delivering it through successful user experiences. In his session at Internet of @ThingsExpo, Mike Kuniavsky, Principal Scientist, Innovation Services at PARC, will describe an IoT-specific approach to user experience design that combines approaches from interaction design, industrial design and service design to create experiences that go beyond simple connected gadgets to create lasting, multi-device experiences grounded in people’s real needs and desires.
Oct. 27, 2014 09:15 PM EDT Reads: 1,705
The Internet of Things will greatly expand the opportunities for data collection and new business models driven off of that data. In her session at Internet of @ThingsExpo, Esmeralda Swartz, CMO of MetraTech, will discuss how for this to be effective you not only need to have infrastructure and operational models capable of utilizing this new phenomenon, but increasingly service providers will need to convince a skeptical public to participate. Get ready to show them the money! Speaker Bio: Esmeralda Swartz, CMO of MetraTech, has spent 16 years as a marketing, product management, and busin...
Oct. 27, 2014 08:00 PM EDT Reads: 2,227