|By Ajay Budhraja||
|January 31, 2014 09:00 AM EST||
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)
TechTarget storage websites are the best online information resource for news, tips and expert advice for the storage, backup and disaster recovery markets. By creating abundant, high-quality editorial content across more than 140 highly targeted technology-specific websites, TechTarget attracts and nurtures communities of technology buyers researching their companies' information technology needs. By understanding these buyers' content consumption behaviors, TechTarget creates the purchase inte...
Feb. 21, 2017 11:30 AM EST Reads: 1,031
With major technology companies and startups seriously embracing Cloud strategies, now is the perfect time to attend @CloudExpo | @ThingsExpo, June 6-8, 2017, at the Javits Center in New York City, NY and October 31 - November 2, 2017, Santa Clara Convention Center, CA. Learn what is going on, contribute to the discussions, and ensure that your enterprise is on the right path to Digital Transformation.
Feb. 21, 2017 11:30 AM EST Reads: 5,079
In the first article of this three-part series on hybrid cloud security, we discussed the Shared Responsibility Model and examined how the most common attack strategies persist, are amplified, or are mitigated as assets move from data centers to the cloud. Today, we’ll look at some of the unique security challenges that are introduced by public cloud environments. While cloud computing delivers many operational, cost-saving and security benefits, it takes place in a public, shared and on-demand ...
Feb. 21, 2017 11:15 AM EST Reads: 1,188
@DevOpsSummit at Cloud taking place June 6-8, 2017, at Javits Center, New York City, is co-located with the 20th International Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The widespread success of cloud computing is driving the DevOps revolution in enterprise IT. Now as never before, development teams must communicate and collaborate in a dynamic, 24/7/365 environment. There is no time to wait for long developm...
Feb. 21, 2017 11:15 AM EST Reads: 952
A strange thing is happening along the way to the Internet of Things, namely far too many devices to work with and manage. It has become clear that we'll need much higher efficiency user experiences that can allow us to more easily and scalably work with the thousands of devices that will soon be in each of our lives. Enter the conversational interface revolution, combining bots we can literally talk with, gesture to, and even direct with our thoughts, with embedded artificial intelligence, whic...
Feb. 21, 2017 11:15 AM EST Reads: 458
A look across the tech landscape at the disruptive technologies that are increasing in prominence and speculate as to which will be most impactful for communications – namely, AI and Cloud Computing. In his session at 20th Cloud Expo, Curtis Peterson, VP of Operations at RingCentral, will highlight the current challenges of these transformative technologies and share strategies for preparing your organization for these changes. This “view from the top” will outline the latest trends and developm...
Feb. 21, 2017 11:00 AM EST Reads: 1,892
It is one thing to build single industrial IoT applications, but what will it take to build the Smart Cities and truly society changing applications of the future? The technology won’t be the problem, it will be the number of parties that need to work together and be aligned in their motivation to succeed. In his Day 2 Keynote at @ThingsExpo, Henrik Kenani Dahlgren, Portfolio Marketing Manager at Ericsson, discussed how to plan to cooperate, partner, and form lasting all-star teams to change the...
Feb. 21, 2017 10:45 AM EST Reads: 4,336
Many private cloud projects were built to deliver self-service access to development and test resources. While those clouds delivered faster access to resources, they lacked visibility, control and security needed for production deployments. In their session at 18th Cloud Expo, Steve Anderson, Product Manager at BMC Software, and Rick Lefort, Principal Technical Marketing Consultant at BMC Software, discussed how a cloud designed for production operations not only helps accelerate developer inno...
Feb. 21, 2017 10:45 AM EST Reads: 1,638
In today's enterprise, digital transformation represents organizational change even more so than technology change, as customer preferences and behavior drive end-to-end transformation across lines of business as well as IT. To capitalize on the ubiquitous disruption driving this transformation, companies must be able to innovate at an increasingly rapid pace. Traditional approaches for driving innovation are now woefully inadequate for keeping up with the breadth of disruption and change facing...
Feb. 21, 2017 10:45 AM EST Reads: 7,174
The buzz continues for cloud, data analytics and the Internet of Things (IoT) and their collective impact across all industries. But a new conversation is emerging - how do companies use industry disruption and technology enablers to lead in markets undergoing change, uncertainty and ambiguity? Organizations of all sizes need to evolve and transform, often under massive pressure, as industry lines blur and merge and traditional business models are assaulted and turned upside down. In this new da...
Feb. 21, 2017 10:30 AM EST Reads: 265
Bert Loomis was a visionary. This general session will highlight how Bert Loomis and people like him inspire us to build great things with small inventions. In their general session at 19th Cloud Expo, Harold Hannon, Architect at IBM Bluemix, and Michael O'Neill, Strategic Business Development at Nvidia, discussed the accelerating pace of AI development and how IBM Cloud and NVIDIA are partnering to bring AI capabilities to "every day," on-demand. They also reviewed two "free infrastructure" pr...
Feb. 21, 2017 10:30 AM EST Reads: 217
In the enterprise today, connected IoT devices are everywhere – both inside and outside corporate environments. The need to identify, manage, control and secure a quickly growing web of connections and outside devices is making the already challenging task of security even more important, and onerous. In his session at @ThingsExpo, Rich Boyer, CISO and Chief Architect for Security at NTT i3, will discuss new ways of thinking and the approaches needed to address the emerging challenges of securit...
Feb. 21, 2017 10:00 AM EST Reads: 1,316
Almost two-thirds of companies either have or soon will have IoT as the backbone of their business. Though, IoT is far more complex than most firms expected with a majority of IoT projects having failed. How can you not get trapped in the pitfalls? In his session at @ThingsExpo, Tony Shan, Chief IoTologist at Wipro, will introduce a holistic method of IoTification, which is the process of IoTifying the existing technology portfolios and business models to adopt and leverage IoT. He will delve in...
Feb. 21, 2017 09:45 AM EST Reads: 1,346
As cloud adoption continues to transform business, today's global enterprises are challenged with managing a growing amount of information living outside of the data center. The rapid adoption of IoT and increasingly mobile workforce are exacerbating the problem. Ensuring secure data sharing and efficient backup poses capacity and bandwidth considerations as well as policy and regulatory compliance issues.
Feb. 21, 2017 09:30 AM EST Reads: 1,754
"I think that everyone recognizes that for IoT to really realize its full potential and value that it is about creating ecosystems and marketplaces and that no single vendor is able to support what is required," explained Esmeralda Swartz, VP, Marketing Enterprise and Cloud at Ericsson, in this SYS-CON.tv interview at @ThingsExpo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Feb. 21, 2017 09:30 AM EST Reads: 284