Click here to close now.


@DevOpsSummit Authors: Gerardo A Dada, AppDynamics Blog, VictorOps Blog, XebiaLabs Blog, Pat Romanski

Related Topics: @CloudExpo, Microservices Expo, Open Source Cloud, @BigDataExpo, SDN Journal, @DevOpsSummit

@CloudExpo: Article

Big Data, Open Data and Cloud Strategy

Open Data initiatives should be based on strong foundations of technologies such as Shared Services, Big Data and Cloud

The Big Data and Cloud market has been growing at a staggering pace. Data is becoming unmanageable and too big to be handled by relational database systems alone and there is a need to effectively provision, manage elastic scalable systems. Information technology is undergoing a major shift due to new paradigms and a variety of delivery channels. The drivers for these technologies are social networks, proliferation of devices such as tablets and phones. Social business and collaboration are continuing to develop further to enhance productivity and interaction. There has been a big void in the Big data area and a need to come up with solutions that can manage Big Data. Part of the problem has been that there was so much focus on the user interfaces that not many organizations were thinking further about the core - Data. So now with the proliferation of large and unstructured data, it is important to extract and process large data sets from different systems expeditiously. To deliver strategic business value, there should be the capability to process Big data and have the analytics for enhanced decision making. In addition, systems that process Big Data can rely on the Cloud to rapidly provision and deploy elastic and scalable systems.

The key elements of a comprehensive strategy for Big Data, Open Data and Cloud includes conducting a cost benefit analysis, hiring resources with the right skills, evaluating requirements for data and analytics, developing a sound platform that can process and analyze large volumes of data quickly and developing strong analytic capabilities to respond to important business questions. A sound strategy also includes assessing the existing and future data, services, applications as well as the projected growth. In addition there should be a focus on ensuring that the infrastructure can support and store unstructured as well as structured data. As part of the strategy, data protection including security and privacy is very important. With the evolution to complex data sets, data can be compromised at the end points or while it is being transmitted. Hence proper security controls have to be developed to address these issues. Organizations also need to develop policies, practices and procedures that support the effective transition to these technologies.

As part of the strategic transition to Big Data and Cloud it is important to select a platform that can handle such data, parse through records quickly and provide adequate storage for the data. With the high velocity of data coming through systems, in memory analytics and fast processing are key elements that the platform should support. It should have good application development capabilities and the ability to effectively manage, provision systems and related monitoring. The platform should have components and connectors for Big Data to come up with integrated solutions. From a development perspective, Open source software such as Hadoop, Hive, Pig, R are being leveraged for Big Data. Hadoop was developed as a framework for the distributed processing of large data sets and to scale upwards. Hadoop can handle  data from diverse systems including structured, unstructured, media. NoSQL is being used by organizations to store data that is not structured. In addition, there are vendors who offer proprietary software Hadoop solutions. The choice to go with a proprietary or open source solution depends on many factors and requires a through assessment.

Systems that process Big Data need the Cloud for rapid provisioning and deployment. The elastic and scalable aspects of the Cloud support the storage and management of massive amounts of data. The data can be obtained and stored in a Cloud based storage solution or database adapters can be used to obtain the data from databases with Hadoop, Pig, Hive. Vendors also offer data transfer services that move Big data from and to the Cloud. Cloud adds the dynamic computing, elasticity, self-service, measured aspects in addition to other aspects for rapid provisioning and on demand access. Cloud solutions may offer lower life cycle costs based on usage and the monitoring aspects can lay out a holistic view of usage, cost assessments and charge back information. All this information can enhance the ability of the organization to plan and react to changes based on performance and capacity metrics.

Open Data initiatives should be based on strong foundations of technologies such as Shared Services, Big Data and Cloud. There are initiatives underway related to Open data that drive the development and deployment of innovative applications. Making data accessible enables the development of new products and services. This data should be made available in a standardized manner so that developers can utilize it quickly and effectively. Open data maximizes value creation built on the existing structured and unstructured data.

Open Data strategy and initiatives should define specific requirements of what data will be made available based on the utility of that information. Just providing massive dumps of data that are hard to use is not the solution. There has to be proper processing that can extract useful information from the data. The data that is obtained should support automated processing  to develop custom applications and can be rendered as html, xml etc. This  can promote greater number of not just traditional applications, but also mobile applications. There has to be great emphasis on security and privacy since any errors can compromise important information when the data is made accessible. A comprehensive strategy for Big Data, Cloud and Open Data will enable a smooth transition to achieve big wins!

(This has been extracted from and is reference to blog. All views and information expressed here do not represent the positions and views of anyone else or any organization)

More Stories By Ajay Budhraja

Ajay Budhraja has over 24 years in Information Technology with experience in areas such as Executive leadership, management, strategic planning, enterprise architecture, system architecture, software engineering, training, methodologies, networks, and databases. He has provided Senior Executive leadership for nationwide and global programs and has implemented integrated Enterprise Information Technology solutions.

Ajay has a Masters in Engineering (Computer Science), and a Masters in Management and Bachelors in Engineering. He is a Project Management Professional certified by the PMI and is also CICM, CSM, ECM (AIIM) Master, SOA, RUP, SEI-CMMI, ITIL-F, Security + certified.

Ajay has led large-scale projects for big organizations and has extensive IT experience related to telecom, business, manufacturing, airlines, finance and government. He has delivered internet based technology solutions and strategies for e-business platforms, portals, mobile e-business, collaboration and content management. He has worked extensively in the areas of application development, infrastructure development, networks, security and has contributed significantly in the areas of Enterprise and Business Transformation, Strategic Planning, Change Management, Technology innovation, Performance management, Agile management and development, Service Oriented Architecture, Cloud.

Ajay has been leading organizations as Senior Executive, he is the Chair for the Federal SOA COP, Chair Cloud Solutions, MidTech Leadership Steering Committee member and has served as President DOL-APAC, AEA-DC, Co-Chair Executive Forum Federal Executive Institute SES Program. As Adjunct Faculty, he has taught courses for several universities. He has received many awards, authored articles and presented papers at worldwide conferences.

@DevOpsSummit Stories
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.
The cloud has reached mainstream IT. Those 18.7 million data centers out there (server closets to corporate data centers to colocation deployments) are moving to the cloud. In his session at 17th Cloud Expo, Achim Weiss, CEO & co-founder of ProfitBricks, will share how two companies – one in the U.S. and one in Germany – are achieving their goals with cloud infrastructure. More than a case study, he will share the details of how they prioritized their cloud computing infrastructure deployments and the details they’ve learned. From performance to network configurations, they've got interesting...
The modern software development landscape consists of best practices and tools that allow teams to deliver software in a near-continuous manner. By adopting a culture of automation, measurement and sharing, the time to ship code has been greatly reduced, allowing for shorter release cycles and quicker feedback from customers and users. Still, with all of these tools and methods, how can teams stay on top of what is taking place across their infrastructure and codebase? Hopping between services and command line interfaces creates context-switching that slows productivity, efficiency, and may le...
Decisions about budgets and resources are often made without IT even having a seat at the table. As technologist we understand the value of DevOps - but do your business counterparts? If they don't, your DevOps initiatives could lose funding before they start. In her session at DevOps Summit, Jeanne Morain, Strategist / Author at iSpeak Cloud, LLC, will provide insights on how to bridge the gap between business and technology leaders. Attendees will learn prescriptive guidance on balancing workloads, critical communication processes and considerations for building out a solid return-on-inves...
SYS-CON Events announced today that IBM Cloud Data Services 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. IBM Cloud Data Services offers a portfolio of integrated, best-of-breed cloud data services for developers focused on mobile computing and analytics use cases.
Today, we are in the middle of a paradigm shift as we move from managing applications on VMs and containers to embracing everything that the cloud and XaaS (Everything as a Service) has to offer. In his session at 17th Cloud Expo, Kevin Hoffman, Advisory Solutions Architect at Pivotal Cloud Foundry, will provide an overview of 12-factor apps and migrating enterprise apps to the cloud. Kevin Hoffman is an Advisory Solutions Architect for Pivotal Cloud Foundry, and has spent the past 20 years building enterprise and mobile software for small businesses, massive enterprises, and everything in ...
While testing is often ignored when it comes to DevOps - it could be the most important aspect of achieving true DevOps success. Without rethinking automated testing from the ground-up, the entire DevOps productivity gain cannot be realized. Large tech companies build their own rapid test automation that runs in minutes across functional, performance, security and other tests. In his session at DevOps Summit, Kevin Surace, CEO of Appvance, will discuss how we learn from these real-world successes and achieve a 95% time reduction in creating and running automated unified tests. Otherwise ent...
DevOps has often been described in terms of CAMS: Culture, Automation, Measuring, Sharing. While we’ve seen a lot of focus on the “A” and even on the “M”, there are very few examples of why the “C" is equally important in the DevOps equation. In her session at @DevOps Summit, Lori MacVittie, of F5 Networks, will explore HTTP/1 and HTTP/2 along with Microservices to illustrate why a collaborative culture between Dev, Ops, and the Network is critical to ensuring success.
SYS-CON Events announced today that has been named a "Bronze Sponsor" of SYS-CON's @DevOpsSummit Silicon Valley, which will take place November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. provides open-source software ELK turned into a log analytics platform that is simple, infinitely- scalable, highly available, and secure.
DevOps delivers remarkable results. But does it help all of IT? Can traditional ‘mode 1’ IT benefit as much as innovative ‘mode 2’? How about the rest of your business? Or have you just shifted your bottleneck? And if so, what can you do about it? Improving dev and ops is necessary, but not sufficient. It often just shifts the burden sideways (e.g., to PMs, SQA, InfoSec, DBAs, NOC, etc.), upstream (to the PMO, Controller, Business Liaison, etc.), or downstream (to TechPubs, Service Desk, Training, etc.).
SYS-CON Events announced today that Alert Logic, the leading provider of Security-as-a-Service solutions for the cloud, has been named “Bronze Sponsor” of SYS-CON's 17th International Cloud Expo® and DevOps Summit 2015 Silicon Valley, which will take place November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. Alert Logic provides Security-as-a-Service for on-premises, cloud, and hybrid IT infrastructures, delivering deep security insight and continuous protection for customers at a lower cost than traditional security solutions.
Clearly the way forward is to move to cloud be it bare metal, VMs or containers. One aspect of the current public clouds that is slowing this cloud migration is cloud lock-in. Every cloud vendor is trying to make it very difficult to move out once a customer has chosen their cloud. In his session at 17th Cloud Expo, Naveen Nimmu, CEO of Clouber, Inc., will advocate that making the inter-cloud migration as simple as changing airlines would help the entire industry to quickly adopt the cloud without worrying about any lock-in fears. In fact by having standard APIs for IaaS would help PaaS expl...
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 ability. Many are unable to effectively engage and inspire, creating forward momentum in the direction...
Mobile, social, Big Data, and cloud have fundamentally changed the way we live. “Anytime, anywhere” access to data and information is no longer a luxury; it’s a requirement, in both our personal and professional lives. For IT organizations, this means pressure has never been greater to deliver meaningful services to the business and customers.
Clutch is now a Docker Authorized Consulting Partner, having completed Docker's certification course on the "Docker Accelerator for CI Engagements." More info about Clutch's success implementing Docker can be found here. Docker is an open platform for developers and system administrators to build, ship and run distributed applications. With Docker, IT organizations shrink application delivery from months to minutes, frictionlessly move workloads between data centers and the cloud and achieve 20x greater efficiency in their use of computing resources. Inspired by an active community and trans...
For almost two decades, businesses have discovered great opportunities to engage with customers and even expand revenue through digital systems, including web and mobile applications. Yet, even now, the conversation between the business and the technologists that deliver these systems is strained, in large part due to misaligned objectives. In his session at DevOps Summit, James Urquhart, Senior Vice President of Performance Analytics at SOASTA, Inc., will discuss how measuring user outcomes – including how the performance, flow and content of your digital systems affects those outcomes – ca...
DevOps is gaining traction in the federal government – and for good reasons. Heightened user expectations are pushing IT organizations to accelerate application development and support more innovation. At the same time, budgetary constraints require that agencies find ways to decrease the cost of developing, maintaining, and running applications. IT now faces a daunting task: do more and react faster than ever before – all with fewer resources.
SYS-CON Events announced today that JFrog, maker of Artifactory, the popular Binary Repository Manager, 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 in California, Israel and France, founded by longtime field-experts, JFrog, creator of Artifactory and Bintray, has provided the market with the first Binary Repository solution and a software distribution social platform.
Docker is hot. However, as Docker container use spreads into more mature production pipelines, there can be issues about control of Docker images to ensure they are production-ready. Is a promotion-based model appropriate to control and track the flow of Docker images from development to production? In his session at DevOps Summit, Fred Simon, Co-founder and Chief Architect of JFrog, will demonstrate how to implement a promotion model for Docker images using a binary repository, and then show how to distribute them to any kind of consumer, being it a customer or a data center.
DevOps is speeding towards the IT world like a freight train and the hype around it is deafening. There is no reason to be afraid of this change as it is the natural reaction to the agile movement that revolutionized development just a few years ago. By definition, DevOps is the natural alignment of IT performance to business profitability. The relevance of this has yet to be quantified but it has been suggested that the route to the CEO’s chair will come from the IT leaders that successfully make the transition to a DevOps model. If this still seems foreign to you, I recommend reading up on D...
SYS-CON Events announced today that Cloud Raxak has been named “Media & Session 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. Raxak Protect automates security compliance across private and public clouds. Using the SaaS tool or managed service, developers can deploy cloud apps quickly, cost-effectively, and without error.
The principles behind DevOps are not new - for decades people have been automating system administration and decreasing the time to deploy apps and perform other management tasks. However, only recently did we see the tools and the will necessary to share the benefits and power of automation with a wider circle of people. In his session at DevOps Summit, Bernard Sanders, Chief Technology Officer at CloudBolt Software, will explore the latest tools including Puppet, Chef, Docker, and CMPs needed to move from an insulated culture where automation is absent or hoarded to one where the power of ...
SYS-CON Media announced that Splunk, a provider of the leading software platform for real-time Operational Intelligence, has launched an ad campaign on Big Data Journal. Splunk software and cloud services enable organizations to search, monitor, analyze and visualize machine-generated big data coming from websites, applications, servers, networks, sensors and mobile devices. The ads focus on delivering ROI - how improved uptime delivered $6M in annual ROI, improving customer operations by mining large volumes of unstructured data, and how data tracking delivers uptime when it matters most.
As a company adopts a DevOps approach to software development, what are key things that both the Dev and Ops side of the business must keep in mind to ensure effective continuous delivery? In his session at DevOps Summit, Mark Hydar, Head of DevOps, Ericsson TV Platforms, will share best practices and provide helpful tips for Ops teams to adopt an open line of communication with the development side of the house to ensure success between the two sides.
At first adopted by enterprises to consolidate physical servers, virtualization is now widely used in cloud computing to offer elasticity and scalability. On the other hand, Docker has developed a new way to handle Linux containers, inspired by version control software such as Git, which allows you to keep all development versions. In his session at 17th Cloud Expo, Dominique Rodrigues, the co-founder and CTO of Nanocloud Software, will discuss how in order to also handle QEMU / KVM virtual machines versions, they have developed a new tool, called Vm_commit, which can create commits, backup ...