|By Jim Kaskade||
|January 4, 2013 12:00 PM EST||
My prediction for 2013 is that competitive advantage will translate into enterprises using sophisticated Big Data analytics to create a new breed of applications - Intelligent Applications.
"It's more than just insights from MapReduce", a CIO from a fortune 100 told me, "It's about using data to make our customer touch points more engaging, more interactive, more intelligent."
So when you hear about "Big Data solutions," you need to translate that into a new category of "Intelligent Applications." At the end of the day, it's not about people pouring through petabytes of data. It's actually about how one turns the data into revenue (or profits).
This means that you MUST:
- Start with the business problem first (preferably one with revenue upside versus cost savings)
- Determine which data elements you can leverage AFTER #1
- Define an analytical three-tier architecture (as shown above)
Which Big Data market segments will grow the fastest in 2013?
Morgan Stanley named the top ten as follows:
- Business Services
- Web Tech
Many have predicted which Industry is the most attractive (see McKinsey's Quarterly for another). I personally like Ad-Tech and Financial Services for verticals....followed by Information Management , Health (if you can partner to speed up sales cycles), and Communications.
But what about market segments by technology?
I predict, as shown above, that Data Analytics as a Service (or also referred to as Big Data as a Service (BDaaS)) will have the highest growth (obviously building from a small base in revenue given its level of maturity). Business Intelligence as a Service is the next high-growth segment, given the need for easier ways to present and visualize data, followed by Logging as a Service.
But don't take my word for this....my data comes from prominent research organizations. I'm just compiling and presenting their data in a slightly new way.
What challenges will end-user organizations struggle with the most in 2013?
End-users will continue to struggle with making sense out of the many technologies available. Is it EMC Greenplum connected to EMC Hadoop? Is it Cloudera Impala + Hadoop? Is it AsterData + Hortonworks? Is it MapR Hbase + HDFS? I think one thing is definite....you have lots of options.
The biggest problem will be whether they are actually satisfying the needs of the business problem. Here are my leading predictions for end-user organizations:
- End users just want to solve problems, but will continue to fight IT over who owns the platform powering their much-needed data-driven applications
- Ultimately, end-users will be forced to chase "shinny objects" because IT groups will persuade them to wait for the "technology bake-offs" around the Big Data platform soon to be launched (24 months from now)
- In the end, many organizations will fail at creating value from Big Data due to a lack of focus on business problems, time-to-market, and in some cases the wrong technology choice
What are some of the key technologies that will dominate the Big Data market in 2013?
So many equate Big Data with Hadoop. But as you begin to see with announcements like Impala from Cloudera, it's more than just Hadoop. It's about servicing all the application response time requirements. It's about volume, velocity, and variety but also time-to-value with your data analytics.
My prediction for 2013 is that you will need the following technology components:
- Real-time stream processing
- Ad-hoc analytics (see NoSQL and NewSQL data stores)
- Batch Analytics
Not one, but all three!
What steps can customers take to maximize competitive advantage with Big Data in 2013?
Competitive advantage is ALL about time-to-market. I have no doubt that every Global 2000 company will launch their Big Data initiatives in 2013. The question is when they will turn those initiatives into additional revenue...how long will it take from the time that they hire Accenture, CSC, Capgemini, IBM or the like to implement their Big Data strategies, to launching an intelligent application?
My prediction for 2013:
Cloud will become a large part of big data deployment - established by a new cloud ecosystem.
This will be driven by the need for time-to-market and ultimately, competitive advantage. Cloud usually lags any disruption made behind the firewall....by at least 12 months. In the case of Big Data, the launch of Apache 1.0 in December of 2011 basically makes 2013 the year for Cloud-based Big Data.
That being said, large volumes of data, privacy and public cloud are not usually mentioned in the same paragraph by IT in a Global 2000 enterprise. That's why we're going to see elastic big data clouds behind the firewall and within trusted third party data center providers.
SYS-CON Events announced today that G2G3 will exhibit at SYS-CON's @DevOpsSummit Silicon Valley, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. Based on a collective appreciation for user experience, design, and technology, G2G3 is uniquely qualified and motivated to redefine how organizations and people engage in an increasingly digital world.
Aug. 30, 2015 05:00 PM EDT Reads: 449
Early in my DevOps Journey, I was introduced to a book of great significance circulating within the Web Operations industry titled The Phoenix Project. (You can read our review of Gene’s book, if interested.) Written as a novel and loosely based on many of the same principles explored in The Goal, this book has been read and referenced by many who have adopted DevOps into their continuous improvement and software delivery processes around the world. As I began planning my travel schedule last...
Aug. 30, 2015 02:00 PM EDT Reads: 518
SYS-CON Events announced today that Pythian, a global IT services company specializing in helping companies leverage disruptive technologies to optimize revenue-generating systems, has been named “Bronze Sponsor” of SYS-CON's 17th Cloud Expo, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. Founded in 1997, Pythian is a global IT services company that helps companies compete by adopting disruptive technologies such as cloud, Big Data, advance...
Aug. 30, 2015 01:00 PM EDT Reads: 271
In his session at 17th Cloud Expo, Ernest Mueller, Product Manager at Idera, will explain the best practices and lessons learned for tracking and optimizing costs while delivering a cloud-hosted service. He will describe a DevOps approach where the applications and systems work together to track usage, model costs in a granular fashion, and make smart decisions at runtime to minimize costs. The trickier parts covered include triggering off the right metrics; balancing resilience and redundancy ...
Aug. 30, 2015 12:30 PM EDT Reads: 213
Introducing Containers & Microservices Bootcamp at @CloudExpo Silicon Valley | #Containers #Microservices
SYS-CON Events announced today the Containers & Microservices Bootcamp, being held November 3-4, 2015, in conjunction with 17th Cloud Expo, @ThingsExpo, and @DevOpsSummit at the Santa Clara Convention Center in Santa Clara, CA. This is your chance to get started with the latest technology in the industry. Combined with real-world scenarios and use cases, the Containers and Microservices Bootcamp, led by Janakiram MSV, a Microsoft Regional Director, will include presentations as well as hands-on...
Aug. 30, 2015 12:00 PM EDT Reads: 258
SYS-CON Events announced today that HPM Networks will exhibit at the 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. For 20 years, HPM Networks has been integrating technology solutions that solve complex business challenges. HPM Networks has designed solutions for both SMB and enterprise customers throughout the San Francisco Bay Area.
Aug. 30, 2015 10:30 AM EDT Reads: 867
The pricing of tools or licenses for log aggregation can have a significant effect on organizational culture and the collaboration between Dev and Ops teams. Modern tools for log aggregation (of which Logentries is one example) can be hugely enabling for DevOps approaches to building and operating business-critical software systems. However, the pricing of an aggregated logging solution can affect the adoption of modern logging techniques, as well as organizational capabilities and cross-team ...
Aug. 30, 2015 09:30 AM EDT Reads: 377
Several years ago, I was a developer in a travel reservation aggregator. Our mission was to pull flight and hotel data from a bunch of cryptic reservation platforms, and provide it to other companies via an API library - for a fee. That was before companies like Expedia standardized such things. We started with simple methods like getFlightLeg() or addPassengerName(), each performing a small, well-understood function. But our customers wanted bigger, more encompassing services that would "do ...
Aug. 30, 2015 09:30 AM EDT Reads: 237
In today's digital world, change is the one constant. Disruptive innovations like cloud, mobility, social media, and the Internet of Things have reshaped the market and set new standards in customer expectations. To remain competitive, businesses must tap the potential of emerging technologies and markets through the rapid release of new products and services. However, the rigid and siloed structures of traditional IT platforms and processes are slowing them down – resulting in lengthy delivery ...
Aug. 30, 2015 08:45 AM EDT Reads: 569
Culture is the most important ingredient of DevOps. The challenge for most organizations is defining and communicating a vision of beneficial DevOps culture for their organizations, and then facilitating the changes needed to achieve that. Often this comes down to an ability to provide true leadership. As a CIO, are your direct reports IT managers or are they IT leaders? The hard truth is that many IT managers have risen through the ranks based on their technical skills, not their leadership ab...
Aug. 30, 2015 08:45 AM EDT Reads: 337
Docker containerization is increasingly being used in production environments. How can these environments best be monitored? Monitoring Docker containers as if they are lightweight virtual machines (i.e., monitoring the host from within the container), with all the common metrics that can be captured from an operating system, is an insufficient approach. Docker containers can’t be treated as lightweight virtual machines; they must be treated as what they are: isolated processes running on hosts....
Aug. 30, 2015 08:45 AM EDT Reads: 138
Puppet Labs has announced the next major update to its flagship product: Puppet Enterprise 2015.2. This release includes new features providing DevOps teams with clarity, simplicity and additional management capabilities, including an all-new user interface, an interactive graph for visualizing infrastructure code, a new unified agent and broader infrastructure support.
Aug. 30, 2015 07:15 AM EDT Reads: 495
Skeuomorphism usually means retaining existing design cues in something new that doesn’t actually need them. However, the concept of skeuomorphism can be thought of as relating more broadly to applying existing patterns to new technologies that, in fact, cry out for new approaches. In his session at DevOps Summit, Gordon Haff, Senior Cloud Strategy Marketing and Evangelism Manager at Red Hat, discussed why containers should be paired with new architectural practices such as microservices rathe...
Aug. 30, 2015 06:00 AM EDT Reads: 388
It’s been proven time and time again that in tech, diversity drives greater innovation, better team productivity and greater profits and market share. So what can we do in our DevOps teams to embrace diversity and help transform the culture of development and operations into a true “DevOps” team? In her session at DevOps Summit, Stefana Muller, Director, Product Management – Continuous Delivery at CA Technologies, answered that question citing examples, showing how to create opportunities for ...
Aug. 30, 2015 01:00 AM EDT Reads: 475
Whether you like it or not, DevOps is on track for a remarkable alliance with security. The SEC didn’t approve the merger. And your boss hasn’t heard anything about it. Yet, this unruly triumvirate will soon dominate and deliver DevSecOps faster, cheaper, better, and on an unprecedented scale. In his session at DevOps Summit, Frank Bunger, VP of Customer Success at ScriptRock, will discuss how this cathartic moment will propel the DevOps movement from such stuff as dreams are made on to a prac...
Aug. 30, 2015 01:00 AM EDT Reads: 213
SYS-CON Events announced today that DataClear Inc. will exhibit at the 17th International Cloud Expo®, which will take place on November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. The DataClear ‘BlackBox’ is the only solution that moves your PC, browsing and data out of the United States and away from prying (and spying) eyes. Its solution automatically builds you a clean, on-demand, virus free, new virtual cloud based PC outside of the United States, and wipes it clean...
Aug. 29, 2015 07:15 PM EDT Reads: 384
What does “big enough” mean? It’s sometimes useful to argue by reductio ad absurdum. Hello, world doesn’t need to be broken down into smaller services. At the other extreme, building a monolithic enterprise resource planning (ERP) system is just asking for trouble: it’s too big, and it needs to be decomposed.
Aug. 29, 2015 10:00 AM EDT Reads: 340
Any Ops team trying to support a company in today’s cloud-connected world knows that a new way of thinking is required – one just as dramatic than the shift from Ops to DevOps. The diversity of modern operations requires teams to focus their impact on breadth vs. depth. In his session at DevOps Summit, Adam Serediuk, Director of Operations at xMatters, Inc., will discuss the strategic requirements of evolving from Ops to DevOps, and why modern Operations has begun leveraging the “NoOps” approa...
Aug. 29, 2015 05:30 AM EDT Reads: 356
DevOps has traditionally played important roles in development and IT operations, but the practice is quickly becoming core to other business functions such as customer success, business intelligence, and marketing analytics. Modern marketers today are driven by data and rely on many different analytics tools. They need DevOps engineers in general and server log data specifically to do their jobs well. Here’s why: Server log files contain the only data that is completely full and accurate in th...
Aug. 29, 2015 12:15 AM EDT Reads: 349
The Microservices architectural pattern promises increased DevOps agility and can help enable continuous delivery of software. This session is for developers who are transforming existing applications to cloud-native applications, or creating new microservices style applications. In his session at DevOps Summit, Jim Bugwadia, CEO of Nirmata, will introduce best practices, patterns, challenges, and solutions for the development and operations of microservices style applications. He will discuss ...
Aug. 27, 2015 02:15 PM EDT Reads: 511