Operational Hadoop and the Lambda Architecture for Streaming Data
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, representing a model of how to analyze rea...Mar. 1, 2015 02:00 PM EST Reads: 1,247
SYS-CON Events announced today that Vitria Technology, Inc. will exhibit at SYS-CON’s @ThingsExpo, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY.
Vitria will showcase the company’s new IoT Analytics Platform through live demonstrations at booth #330. Vitria’s IoT Analytics Platform, fully integrated and powered by an operational intelligence engine, enables customers to rapidly build and operationalize advanced analytics to deliver timely business outcomes for use cases across the industrial, enterprise, and consumer segments.
The explosion of connected devices / sensors is creating an ever-expanding set of new and valuable data. In parallel the emerging capability of Big Data technologies to store, access, analyze, and react to this data is producing changes in business models under the umbrella of the Internet of Things (IoT). In particular within the Insurance industry, IoT appears positioned to enable deep changes by altering relationships between insurers, distributors, and the insured.
In his session at @ThingsExpo, Michael Sick, a Senior Manager and Big Data Architect within Ernst and Young's Financial Servi...
SYS-CON Events announced today that Open Data Centers (ODC), a carrier-neutral colocation provider, will exhibit at SYS-CON's 16th International Cloud Expo®, which will take place June 9-11, 2015, at the Javits Center in New York City, NY.
Open Data Centers is a carrier-neutral data center operator in New Jersey and New York City offering alternative connectivity options for carriers, service providers and enterprise customers. 
The explosion of connected devices / sensors is creating an ever-expanding set of new and valuable data. In parallel the emerging capability of Big Data technologies to store, access, analyze, and react to this data is producing changes in business models under the umbrella of the Internet of Things (IoT). In particular within the Insurance industry, IoT appears positioned to enable deep changes by altering relationships between insurers, distributors, and the insured.
In his session at @ThingsExpo, Michael Sick, a Senior Manager and Big Data Architect within Ernst and Young's Financial Servi...
PubNub on Monday has announced that it is partnering with IBM to bring its sophisticated real-time data streaming and messaging capabilities to Bluemix, IBM’s cloud development platform.
“Today’s app and connected devices require an always-on connection, but building a secure, scalable solution from the ground up is time consuming, resource intensive, and error-prone,” said Todd Greene, CEO of PubNub. “PubNub enables web, mobile and IoT developers building apps on IBM Bluemix to quickly add scalable realtime functionality with minimal effort and cost.”
Sensor-enabled things are becoming more commonplace, precursors to a larger and more complex framework that most consider the ultimate promise of the IoT: things connecting, interacting, sharing, storing, and over time perhaps learning and predicting based on habits, behaviors, location, preferences, purchases and more.
In his session at @ThingsExpo, Tom Wesselman, Director of Communications Ecosystem Architecture at Plantronics, will examine the still nascent IoT as it is coalescing, including what it is today, what it might ultimately be, the role of wearable tech, and technology gaps stil...
In the consumer IoT, everything is new, and the IT world of bits and bytes holds sway. But industrial and commercial realms encompass operational technology (OT) that has been around for 25 or 50 years. This grittier, pre-IP, more hands-on world has much to gain from Industrial IoT (IIoT) applications and principles. But adding sensors and wireless connectivity won’t work in environments that demand unwavering reliability and performance.
In his session at @ThingsExpo, Ron Sege, CEO of Echelon, will discuss how as enterprise IT embraces other IoT-related technology trends, enterprises with i...
When it comes to the Internet of Things, hooking up will get you only so far. If you want customers to commit, you need to go beyond simply connecting products. You need to use the devices themselves to transform how you engage with every customer and how you manage the entire product lifecycle.
In his session at @ThingsExpo, Sean Lorenz, Technical Product Manager for Xively at LogMeIn, will show how “product relationship management” can help you leverage your connected devices and the data they generate about customer usage and product performance to deliver extremely compelling and reliabl...
The Internet of Things (IoT) is causing data centers to become radically decentralized and atomized within a new paradigm known as “fog computing.” To support IoT applications, such as connected cars and smart grids, data centers' core functions will be decentralized out to the network's edges and endpoints (aka “fogs”). As this trend takes hold, Big Data analytics platforms will focus on high-volume log analysis (aka “logs”) and rely heavily on cognitive-computing algorithms (aka “cogs”) to make sense of it all. 
With several hundred implementations of IoT-enabled solutions in the past 12 months alone, this session will focus on experience over the art of the possible. Many can only imagine the most advanced telematics platform ever deployed, supporting millions of customers, producing tens of thousands events or GBs per trip, and hundreds of TBs per month.
With the ability to support a billion sensor events per second, over 30PB of warm data for analytics, and hundreds of PBs for an data analytics archive, in his session at @ThingsExpo, Jim Kaskade, Vice President and General Manager, Big Data & Ana...
One of the biggest impacts of the Internet of Things is and will continue to be on data; specifically data volume, management and usage. Companies are scrambling to adapt to this new and unpredictable data reality with legacy infrastructure that cannot handle the speed and volume of data.
In his session at @ThingsExpo, Don DeLoach, CEO and president of Infobright, will discuss how companies need to rethink their data infrastructure to participate in the IoT, including:
Data storage: Understanding the kinds of data: structured, unstructured, big/small?
Analytics: What kinds and how responsiv...
Since 2008 and for the first time in history, more than half of humans live in urban areas, urging cities to become “smart.” Today, cities can leverage the wide availability of smartphones combined with new technologies such as Beacons or NFC to connect their urban furniture and environment to create citizen-first services that improve transportation, way-finding and information delivery.
In her session at @ThingsExpo, Laetitia Gazel-Anthoine, CEO of Connecthings, will focus on successful use cases.
The true value of the Internet of Things (IoT) lies not just in the data, but through the services that protect the data, perform the analysis and present findings in a usable way. With many IoT elements rooted in traditional IT components, Big Data and IoT isn’t just a play for enterprise. In fact, the IoT presents SMBs with the prospect of launching entirely new activities and exploring innovative areas. CompTIA research identifies several areas where IoT is expected to have the greatest impact. 
Wearable devices have come of age. The primary applications of wearables so far have been "the Quantified Self" or the tracking of one's fitness and health status. We propose the evolution of wearables into social and emotional communication devices. Our BE(tm) sensor uses light to visualize the skin conductance response. Our sensors are very inexpensive and can be massively distributed to audiences or groups of any size, in order to gauge reactions to performances, video, or any kind of presentation.
In her session at @ThingsExpo, Jocelyn Scheirer, CEO & Founder of Bionolux, will discuss ho...
SYS-CON Events announced today that GENBAND, a leading developer of real time communications software solutions, has been named “Silver Sponsor” of SYS-CON's WebRTC Summit, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY.
The GENBAND team will be on hand to demonstrate their newest product, Kandy. Kandy is a communications Platform-as-a-Service (PaaS) that enables companies to seamlessly integrate more human communications into their Web and mobile applications - creating more engaging experiences for their customers and boosting collaboration and productiv...
Roberto Medrano, Executive Vice President at SOA Software, had reached 30,000 page views on his home page - http://RobertoMedrano.SYS-CON.com/ - on the SYS-CON family of online magazines, which includes Cloud Computing Journal, Internet of Things Journal, Big Data Journal, and SOA World Magazine. He is a recognized executive in the information technology fields of SOA, internet security, governance, and compliance. He has extensive experience with both start-ups and large companies, having been involved at the beginning of four IT industries: EDA, Open Systems, Computer Security and now SOA.
From telemedicine to smart cars, digital homes and industrial monitoring, the explosive growth of IoT has created exciting new business opportunities for real time calls and messaging.
In his session at @ThingsExpo, Ivelin Ivanov, CEO and Co-Founder of Telestax, shared some of the new revenue sources that IoT created for Restcomm – the open source telephony platform from Telestax.
Ivelin Ivanov is a technology entrepreneur who founded Mobicents, an Open Source VoIP Platform, to help create, deploy, and manage applications integrating voice, video and data. He is the co-founder of TeleStax, a...
The industrial software market has treated data with the mentality of “collect everything now, worry about how to use it later.” We now find ourselves buried in data, with the pervasive connectivity of the (Industrial) Internet of Things only piling on more numbers. There’s too much data and not enough information.
In his session at @ThingsExpo, Bob Gates, Global Marketing Director, GE’s Intelligent Platforms business, to discuss how realizing the power of IoT, software developers are now focused on understanding how industrial data can create intelligence for industrial operations. Imagine ...
It’s become easy to monitor applications that are deployed on hundreds of servers – thanks to the advances in application performance management tools. But the more data you collect the harder it is to visualize the health state in a way that a single dashboard tells you both the overall status as well as the problematic component.
Eugene Turetsky (Dynatrace) and Stephan Levesque (SSQ Financial Group) shared their solution for monitoring large IT infrastructures that contain several hundred com...
Application metrics, logs, and business KPIs are a goldmine. It’s easy to get started with the ELK stack (Elasticsearch, Logstash and Kibana) – you can see lots of people coming up with impressive dashboards, in less than a day, with no previous experience. Going from proof-of-concept to production tends to be a bit more difficult, unfortunately, and it tends to gobble up our attention, time, and money.
In his session at DevOps Summit, Otis Gospodnetić, co-author of Lucene in Action and founder...
DevOps is all about removing barriers to rapid, safe delivery of new experiences to your customers. Much of this revolves around automating error-prone, human-driven processes so that processes can be standardized, scaled, and varied programmatically. Some of the types of tools used in a DevOps-minded organization might include version control systems, automation servers, and configuration management systems. Many tools can be used across categories, with varying amounts of success. Some vendors...
I recently had the opportunity to attend UI19 in Boston, a long-running conference focused on user experience design and ways to be more effective in a UX role as part of a larger team. One of the presentations in particular stuck with me as I returned to Boulder thinking about VictorOps and our evolution as an early stage startup.
Presented by Kim Goodwin, her talk on Principles, Values, and Effective Design Teams touched on a number of challenges we’ve experienced first-hand here at VictorO...
Thanks to Docker, it becomes very easy to leverage containers to build, ship, and run any Linux application on any kind of infrastructure. Docker is particularly helpful for microservice architectures because their successful implementation relies on a fast, efficient deployment mechanism – which is precisely one of the features of Docker.
Microservice architectures are therefore becoming more popular, and are increasingly seen as an interesting option even for smaller projects, instead of bein...
Security can create serious friction for DevOps processes. We've come up with an approach to alleviate the friction and provide security value to DevOps teams.
In her session at DevOps Summit, Shannon Lietz, Senior Manager of DevSecOps at Intuit, will discuss how DevSecOps got started and how it has evolved.
Shannon Lietz has over two decades of experience pursuing next generation security solutions. She is currently the DevSecOps Leader for Intuit where she is responsible for setting and driv...
It’s easy to fall into a pattern of dysfunctional releases, release processes that are characterized by delay, inefficiency, and endless meetings that encourage people to view releases as a problem. These are the kinds of meetings that inspire references to the movie Office Space or emails that include clippings of the cartoon Dilbert - repetitive meetings to answer the same questions over and over again all because people lack the tools to connect the issue tracker with the change management sy...
It’s inevitable that web application problems are going to happen. Here at Neotys, our business is based on helping you prevent problems through website monitoring and testing. But problems can come from anywhere, and sometimes you just need to know where to look. So we decided to put together a short guide on some of the most common performance issues you’ll encounter.
Now, it's important to remember that the best way to address performance problems is to find and eliminate them before they af...
Microservices, for the uninitiated, are essentially the decomposition of applications into multiple services. This decomposition is often based on functional lines, with related functions being grouped together into a service. While this may sound a like SOA, it really isn't, especially given that SOA was an object-centered methodology that focused on creating services around "nouns" like customer and product. Microservices, while certainly capable of being noun-based, are just as likely to be v...
What organizations really want is to become a high performing organization.
DevOps can help but it is just one piece of the puzzle.
Check out my latest post on The Virtualization Practice which discusses how some enterprises think hiring DevOps engineers is the way to high performance instead of focusing on leading transformational change.
IaaS will drive further consolidation among data center outsourcers and hosting providers. Why? Because the flexibility and cost advantage of IaaS cloud providers requires data center outsourcers and hosting providers to either adopt IaaS or move into niches.
With standards driving down IaaS licenses and implementation costs, data center outsourcers and hosting providers could move into IaaS either on their own (which requires sufficient scale) or through partnerships. It's easy to imagine a ne...
Gene Kim’s blog “IT Revolution” is one of the most popular starting points on the topic. Basic questions of the DevOps world are answered in a short and understandable way within the “Top 11 Things To Know About DevOps”.
The oft-cited blogpost DevOps Convergence by John Willis is also a must read if you’d like to know the history of DevOps and its thought leaders.
Those of you hoping to nail down a globally acceptable definition of DevOps and its function should have a look at Does DevOps ...
Immutable infrastructure, which I think is more appropriately called disposable infrastructure, has been enjoying a reinvigorated life with the success of Dockers and containerization over the past year. Too, DevOps has played a role in resurrecting the notion of disposable infrastructure with its association with automation and the use of templates to automate everything from the acquisition to configuration to provisioning of, well, just about everything in the application data path.
When it comes to finding useful articles, news and general information in the DevOps, CD or Agile industry, LinkedIn is usually the ticket.
We all know LinkedIn is a great tool for networking and connecting with friends, but it has also turned out to be a tool used to start meaningful and productive conversations about whatever the latest innovation or industry partnership may be.
Many of these conversations are had in specific groups on LinkedIn and if you aren’t a member, you are definit...
The cloud has transformed how we think about software quality. Instead of preventing failures, we must focus on automatic recovery from failure. In other words, resilience trumps traditional quality measures.
Continuous delivery models further squeeze traditional notions of quality. Remember the venerable project management Iron Triangle? Among time, scope, and cost, you can only fix two or quality will suffer.
Only in today's DevOps world, continuous testing, integration, and deployment upend...
CIOs are increasingly concerned about cloud security. And they should be: with the recent outbreak of visible breaches at high-profile organizations like Target, Anthem, and others, and the subsequent damage they cause, corporations are scrambling to make sure their cloud applications, whether on private, public, or hybrid clouds, are safe.
But cloud security is complex. With ephemeral applications and services springing up around multiple data centers, with dozens or hundreds of independent mi...
Do you like the idea of Agile software development, but you don’t think it’s a fit at your organization? Perhaps your enterprise is too rigidly hierarchical, or maybe your projects are too large and complex for Agile?
Think again. Agile is well on its way to becoming the standard approach for developing software, even for immense, complex applications for enterprise use. Just ask the United States federal government.
That’s the news from this week’s Agile in Government: Mutual Adaptation c...
Between the compelling mockups and specs produced by your analysts and designers, and the resulting application built by your developers, there is a gulf where projects fail, costs spiral out of control, and applications fall short of requirements.
In his session at DevOps Summit, Charles Kendrick, CTO and Chief Architect at Isomorphic Software, will present a new approach where business and development users collaborate – each using tools appropriate to their goals and expertise – to build mo...
There is more to being on-call than just knowing how to type in the latest ChatOps commands, reboot AMIs and print out java stack traces. There are life skills that come from being on-call for a while and fortunately, those are lessons that can be taught.
Here at VictorOps we’re currently adding six new engineers to our on-call roster, so I’ve been thinking about the experience of being on-call and how to make the best of it.
The first day you go on-call can be frightening. The most import...
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