|By Tom Leyden||
|February 27, 2014 09:30 AM EST||
The storage industry is going through a big paradigm shift caused by drastic changes in how we generate and consume data. As a result, we also have to drastically change how we store data: the market needs massive, online storage pools that can be accessed from anywhere and anytime. Object Storage has emerged as a solution to meet the changing needs of the market and it is currently a hot topic as it creates opportunities for new revenue streams.
In this three-part blog series, I will explore how storage has changed – creating a need for new methodologies – and why object storage is the prevalent platform for scale-out storage infrastructures.
To understand how storage has changed, let’s take a look at how data has evolved over the past three decades, paying special attention to data generation and consumption.
In the 1980s and 1990s, the most valuable digital data was transactional data – database records, created and accessed through database applications. This led to the success of large database and database application companies. Transactional data continues to be important today, but there are no signs on the horizon that database solutions won’t be able to manage the – relatively slow – growth of structured information. From a storage point of view, the structured data challenge is handled well by block-based (SAN) storage platforms, designed to deliver the high IOPS needed to run large enterprise databases.
With the advent of the office suite, unstructured data became much more important than it had ever been before. Halfway the 1990s, every office worker had a desktop computer with an office suite. E-mail allowed us to send those files around; storage consumption went through the roof. Enterprises would soon be challenged to build shared file storage infrastructures – backup and archiving became another challenge. Tiered storage was born. Storage was both hot and cool. In the next two decades we would see plenty of innovations to manage fast-growing unstructured data sets – the file storage (NAS) industry skyrocketed.
But people can only generate so many office documents. The average Powerpoint file is probably three times as big today as it was back in 1999, but that is not even close to data growth predictions we continue to hear (x2 every year). Just like SANs have evolved sufficiently to cope with the changing database requirements, NAS platforms would have been able to cope with the growth of unstructured data if it weren’t for the sensor-induced Big Data evolution of the past decade.
The first mentions of Big Data refer to what we now understand as Big Data Analytics: scientists (mostly) were challenged to store research data from innovative information-sensing devices, captured for analytics purposes. Traditional databases would not scale sufficiently for this data, so alternative methods were needed. This led to innovations like Hadoop/MapReduce, which we also like to refer to as Big “semi-structured” Data: the data is not structured as in a database, but it is not really unstructured either.
Information-sensing devices are not exclusive to scientific analytics environments, however. Smartphones, tablets, photo cameras and scanners – just to name a few – are all information-sensing devices that create the vast majority of all unstructured information generated today. In the past decade we have not only seen a massive increase in the popularity of these devices, but also continuous quality improvements. This led to more and bigger data. The result of this is a true data explosion of mostly immutable data: contrary to office documents, most of the sensor data is never changed.
This immutable nature of unstructured data holds the key to solving the scalability problem of traditional file storage. Tune into my next posts, where I will dive into how to leverage this aspect of enterprise data to develop an object storage solution for the shifting storage paradigm.
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 of desired change. Renowned for its approach to leadership and emphasis on their people, organizations increasingly look to our military for insight into these challenges.
Oct. 9, 2015 03:45 AM EDT
Chris Van Tuin, Chief Technologist for the Western US at Red Hat, has over 20 years of experience in IT and Software. Since joining Red Hat in 2005, he has been architecting solutions for strategic customers and partners with a focus on emerging technologies including IaaS, PaaS, and DevOps. He started his career at Intel in IT and Managed Hosting followed by leadership roles in services and sales engineering at Loudcloud and Linux startups.
Oct. 9, 2015 03:00 AM EDT Reads: 198
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 ...
Oct. 9, 2015 03:00 AM EDT Reads: 727
There are so many tools and techniques for data analytics that even for a data scientist the choices, possible systems, and even the types of data can be daunting. In his session at @ThingsExpo, Chris Harrold, Global CTO for Big Data Solutions for EMC Corporation, will show how to perform a simple, but meaningful analysis of social sentiment data using freely available tools that take only minutes to download and install. Participants will get the download information, scripts, and complete en...
Oct. 9, 2015 03:00 AM EDT Reads: 289
WebRTC services have already permeated corporate communications in the form of videoconferencing solutions. However, WebRTC has the potential of going beyond and catalyzing a new class of services providing more than calls with capabilities such as mass-scale real-time media broadcasting, enriched and augmented video, person-to-machine and machine-to-machine communications. In his session at @ThingsExpo, Luis Lopez, CEO of Kurento, will introduce the technologies required for implementing thes...
Oct. 9, 2015 03:00 AM EDT Reads: 714
Internet of Things (IoT) will be a hybrid ecosystem of diverse devices and sensors collaborating with operational and enterprise systems to create the next big application. In their session at @ThingsExpo, Bramh Gupta, founder and CEO of robomq.io, and Fred Yatzeck, principal architect leading product development at robomq.io, discussed how choosing the right middleware and integration strategy from the get-go will enable IoT solution developers to adapt and grow with the industry, while at th...
Oct. 9, 2015 02:00 AM EDT Reads: 2,203
Overgrown applications have given way to modular applications, driven by the need to break larger problems into smaller problems. Similarly large monolithic development processes have been forced to be broken into smaller agile development cycles. Looking at trends in software development, microservices architectures meet the same demands. Additional benefits of microservices architectures are compartmentalization and a limited impact of service failure versus a complete software malfunction....
Oct. 9, 2015 02:00 AM EDT Reads: 215
Today’s connected world is moving from devices towards things, what this means is that by using increasingly low cost sensors embedded in devices we can create many new use cases. These span across use cases in cities, vehicles, home, offices, factories, retail environments, worksites, health, logistics, and health. These use cases rely on ubiquitous connectivity and generate massive amounts of data at scale. These technologies enable new business opportunities, ways to optimize and automate, al...
Oct. 9, 2015 02:00 AM EDT Reads: 164
Data loss happens, even in the cloud. In fact, if your company has adopted a cloud application in the past three years, data loss has probably happened, whether you know it or not. In his session at 17th Cloud Expo, Bryan Forrester, Senior Vice President of Sales at eFolder, will present how common and costly cloud application data loss is and what measures you can take to protect your organization from data loss.
Oct. 9, 2015 02:00 AM EDT Reads: 573
The Internet of Things (IoT) is growing rapidly by extending current technologies, products and networks. By 2020, Cisco estimates there will be 50 billion connected devices. Gartner has forecast revenues of over $300 billion, just to IoT suppliers. Now is the time to figure out how you’ll make money – not just create innovative products. With hundreds of new products and companies jumping into the IoT fray every month, there’s no shortage of innovation. Despite this, McKinsey/VisionMobile data...
Oct. 9, 2015 02:00 AM EDT Reads: 206
The web app is agile. The REST API is agile. The testing and planning are agile. But alas, data infrastructures certainly are not. Once an application matures, changing the shape or indexing scheme of data often forces at best a top down planning exercise and at worst includes schema changes that force downtime. The time has come for a new approach that fundamentally advances the agility of distributed data infrastructures. Come learn about a new solution to the problems faced by software organ...
Oct. 9, 2015 02:00 AM EDT Reads: 878
Between the compelling mockups and specs produced by analysts, and resulting applications built by developers, there exists a gulf where projects fail, costs spiral, and applications disappoint. Methodologies like Agile attempt to address this with intensified communication, with partial success but many limitations. In his session at DevOps Summit, Charles Kendrick, CTO and Chief Architect at Isomorphic Software, will present a revolutionary model enabled by new technologies. Learn how busine...
Oct. 9, 2015 02:00 AM EDT Reads: 283
Interested in leveraging automation technologies and a cloud architecture to make developers more productive? Learn how PaaS can benefit your organization to help you streamline your application development, allow you to use existing infrastructure and improve operational efficiencies. Begin charting your path to PaaS with OpenShift Enterprise.
Oct. 9, 2015 02:00 AM EDT Reads: 554
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...
Oct. 9, 2015 02:00 AM EDT Reads: 279
“In the past year we've seen a lot of stabilization of WebRTC. You can now use it in production with a far greater degree of certainty. A lot of the real developments in the past year have been in things like the data channel, which will enable a whole new type of application," explained Peter Dunkley, Technical Director at Acision, in this SYS-CON.tv interview at @ThingsExpo, held Nov 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA.
Oct. 9, 2015 01:45 AM EDT Reads: 7,019