|By Robert Eve||
|April 11, 2013 11:00 AM EDT||
While Software-as-a-Service (SaaS), Platform-as-a-Service (PaaS), and Infrastructure-as-a-Service (IaaS) offer applications and resources at an attractive, pay-as-you-go price, they also create silos of data that are difficult to access by your analytics and BI solutions.
Likewise, Big Data offers new storage techniques, processing capabilities and analytic opportunities. But traditional analytics and BI solutions are typically built assuming relational, SQL-based sources. These often struggle when trying to deliver value from these new No-SQL sources.
Cloud and Big Data Silos Add Value to Analytics and BI
Analytics and BI opportunities today are abundant and can significantly add value to a business. According to the Professors Andrew McAfee and Erik Brynjolfsson of MIT:
"Companies that inject big data and analytics into their operations show productivity rates and profitability that are 5% to 6% higher than those of their peers."
Data is the critical success factor. Because without data, there can be no analysis. The more data the better, including data sourced from the cloud, Big Data and existing enterprise data warehouses.
The Data Integration Bottleneck
Providing analytics and BI solutions with the data these require has always been difficult, with data integration long considered the biggest bottleneck in any analytics or BI project.
For the past two decades, the solution has been to consolidate the data into a data warehouse, and provide users with tools to analyze and report on this consolidated data. However, data integration based on these traditional replication and consolidation approaches have numerous moving parts that must be synchronized. Doing these properly slows solution delivery.
The Data Warehousing Institute confirms this lack of agility. Their recent study stated the average time needed to add a new data source to an existing BI application was 8.4 weeks in 2009, 7.4 weeks in 2010, and 7.8 weeks in 2011. And 33% of the organizations needed more than 3 months to add a new data source.
Cloud Data Integration is Especially Challenging
Besides being slow to develop, traditional consolidation ETL approaches don't work well with cloud data because you don't want to physically move large datasets over the internet. Further, the cloud requires specialized integration techniques, beyond many ETL products today.
For example, when you integrate data from a SaaS provider such as Salesforce.com with an on-premise customer data warehouse, you will need:
- deep knowledge of Salesforce's APIs
- a common semantic definition that rationalizes terms and structures
- the ability to query data through a firewall across the Web
- on-demand, rather than batch mode, integration operations.
How to Simplify Cloud and Big Data Integration
To provide the data that analytics and BI applications require, data virtualization products such as the Composite Data Virtualization Platform allow enterprises to flexibly integrate cloud, Big Data and enterprise data warehouses.
Key cloud and Big Data integration capabilities include:
- Rapid, Standard-based Development - Data virtualization supports a wide range of cloud based and Big Data sources via industry-standard APIs that simplify and speed new development.
- Internet-friendly Data Services - Data integration services authored and run by data virtualization platforms are perfectly suited to operate across the Internet.
- Lowest Cost Approach - Because data virtualization accesses, federates, abstracts and delivers queried data on demand, no additional cloud-based or big data storage is needed.
- Safe and Secure - Further, data virtualization's support of multiple security models ensures proper authentication, authorization and encryption both on-premise and in the cloud.
- Rich Source Data Adapters - Data virtualization easily integrates with popular SaaS applications such as salesforce.com, IaaS cloud-hosted applications such as SAP and Oracle E-Business, as well as popular Big Data types such as Hadoop, often using Hive to translate HDFS files to more analytic and BI friendly SQL formats.
Data Virtualization also Brings Agility to Analytics and BI
According to Data Virtualization: Going Beyond Traditional Data Integration to Achieve Business Agility, data virtualization significantly accelerates data integration agility. Key to this success is data virtualization's
- more streamlined data integration approach
- more iterative development process
- more adaptable change management process
Using data virtualization as a complement to existing data integration approaches, the ten organizations profiled in the book, many who were integrating cloud and Big Data, cut analytics and BI project times in half or more.
This agility allowed the same teams to double their number of analytics and BI projects, significantly accelerating business benefits.
Make Your CIO Happy
CIOs understand the importance of analytics and BI. According to a 2012 survey of 2300 CIOs by Gartner, analytics and BI are their number one technology priority.
Analytics and BI can make bigger business impact when they can access more data. With data in the cloud and Big Data silos, accessing and integrating these new sources can be a challenge for enterprises used to a traditional enterprise data warehouse centric data integration approach.
Data virtualization enables integration of cloud, Big Data and enterprise data warehouse sources with ease and agility.
So make your CIO happy and give data virtualization a try. You'll both be glad you did.
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 shows "less than 10 percent of IoT developers are making enough to support a reasonably sized team....
Dec. 1, 2015 04:00 PM EST Reads: 502
Most of the IoT Gateway scenarios involve collecting data from machines/processing and pushing data upstream to cloud for further analytics. The gateway hardware varies from Raspberry Pi to Industrial PCs. The document states the process of allowing deploying polyglot data pipelining software with the clear notion of supporting immutability. In his session at @ThingsExpo, Shashank Jain, a development architect for SAP Labs, discussed the objective, which is to automate the IoT deployment process from development to production scenarios using Docker containers.
Dec. 1, 2015 03:00 PM EST Reads: 145
Just over a week ago I received a long and loud sustained applause for a presentation I delivered at this year’s Cloud Expo in Santa Clara. I was extremely pleased with the turnout and had some very good conversations with many of the attendees. Over the next few days I had many more meaningful conversations and was not only happy with the results but also learned a few new things. Here is everything I learned in those three days distilled into three short points.
Dec. 1, 2015 03:00 PM EST Reads: 385
DevOps is about increasing efficiency, but nothing is more inefficient than building the same application twice. However, this is a routine occurrence with enterprise applications that need both a rich desktop web interface and strong mobile support. With recent technological advances from Isomorphic Software and others, rich desktop and tuned mobile experiences can now be created with a single codebase – without compromising functionality, performance or usability. In his session at DevOps Summit, Charles Kendrick, CTO and Chief Architect at Isomorphic Software, demonstrated examples of com...
Dec. 1, 2015 02:45 PM EST Reads: 448
As organizations realize the scope of the Internet of Things, gaining key insights from Big Data, through the use of advanced analytics, becomes crucial. However, IoT also creates the need for petabyte scale storage of data from millions of devices. A new type of Storage is required which seamlessly integrates robust data analytics with massive scale. These storage systems will act as “smart systems” provide in-place analytics that speed discovery and enable businesses to quickly derive meaningful and actionable insights. In his session at @ThingsExpo, Paul Turner, Chief Marketing Officer at...
Dec. 1, 2015 02:15 PM EST Reads: 451
In his keynote at @ThingsExpo, Chris Matthieu, Director of IoT Engineering at Citrix and co-founder and CTO of Octoblu, focused on building an IoT platform and company. He provided a behind-the-scenes look at Octoblu’s platform, business, and pivots along the way (including the Citrix acquisition of Octoblu).
Dec. 1, 2015 02:00 PM EST Reads: 549
In his General Session at 17th Cloud Expo, Bruce Swann, Senior Product Marketing Manager for Adobe Campaign, explored the key ingredients of cross-channel marketing in a digital world. Learn how the Adobe Marketing Cloud can help marketers embrace opportunities for personalized, relevant and real-time customer engagement across offline (direct mail, point of sale, call center) and digital (email, website, SMS, mobile apps, social networks, connected objects).
Dec. 1, 2015 01:45 PM EST Reads: 358
With all the incredible momentum behind the Internet of Things (IoT) industry, it is easy to forget that not a single CEO wakes up and wonders if “my IoT is broken.” What they wonder is if they are making the right decisions to do all they can to increase revenue, decrease costs, and improve customer experience – effectively the same challenges they have always had in growing their business. The exciting thing about the IoT industry is now these decisions can be better, faster, and smarter. Now all corporate assets – people, objects, and spaces – can share information about themselves and thei...
Dec. 1, 2015 12:00 PM EST Reads: 311
Two weeks ago (November 3-5), I attended the Cloud Expo Silicon Valley as a speaker, where I presented on the security and privacy due diligence requirements for cloud solutions. Cloud security is a topical issue for every CIO, CISO, and technology buyer. Decision-makers are always looking for insights on how to mitigate the security risks of implementing and using cloud solutions. Based on the presentation topics covered at the conference, as well as the general discussions heard between sessions, I wanted to share some of my observations on emerging trends. As cyber security serves as a fou...
Dec. 1, 2015 11:45 AM EST Reads: 375
The Internet of Everything is re-shaping technology trends–moving away from “request/response” architecture to an “always-on” Streaming Web where data is in constant motion and secure, reliable communication is an absolute necessity. As more and more THINGS go online, the challenges that developers will need to address will only increase exponentially. In his session at @ThingsExpo, Todd Greene, Founder & CEO of PubNub, exploreed the current state of IoT connectivity and review key trends and technology requirements that will drive the Internet of Things from hype to reality.
Dec. 1, 2015 11:45 AM EST Reads: 476
The cloud. Like a comic book superhero, there seems to be no problem it can’t fix or cost it can’t slash. Yet making the transition is not always easy and production environments are still largely on premise. Taking some practical and sensible steps to reduce risk can also help provide a basis for a successful cloud transition. A plethora of surveys from the likes of IDG and Gartner show that more than 70 percent of enterprises have deployed at least one or more cloud application or workload. Yet a closer inspection at the data reveals less than half of these cloud projects involve production...
Dec. 1, 2015 11:00 AM EST Reads: 515
Countless business models have spawned from the IaaS industry – resell Web hosting, blogs, public cloud, and on and on. With the overwhelming amount of tools available to us, it's sometimes easy to overlook that many of them are just new skins of resources we've had for a long time. In his general session at 17th Cloud Expo, Harold Hannon, Sr. Software Architect at SoftLayer, an IBM Company, broke down what we have to work with, discussed the benefits and pitfalls and how we can best use them to design hosted applications.
Dec. 1, 2015 10:45 AM EST Reads: 136
Discussions of cloud computing have evolved in recent years from a focus on specific types of cloud, to a world of hybrid cloud, and to a world dominated by the APIs that make today's multi-cloud environments and hybrid clouds possible. In this Power Panel at 17th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists addressed the importance of customers being able to use the specific technologies they need, through environments and ecosystems that expose their APIs to make true change and transformation possible.
Dec. 1, 2015 10:00 AM EST Reads: 581
Microservices are a very exciting architectural approach that many organizations are looking to as a way to accelerate innovation. Microservices promise to allow teams to move away from monolithic "ball of mud" systems, but the reality is that, in the vast majority of organizations, different projects and technologies will continue to be developed at different speeds. How to handle the dependencies between these disparate systems with different iteration cycles? Consider the "canoncial problem" in this scenario: microservice A (releases daily) depends on a couple of additions to backend B (re...
Dec. 1, 2015 09:00 AM EST Reads: 485
Container technology is shaping the future of DevOps and it’s also changing the way organizations think about application development. With the rise of mobile applications in the enterprise, businesses are abandoning year-long development cycles and embracing technologies that enable rapid development and continuous deployment of apps. In his session at DevOps Summit, Kurt Collins, Developer Evangelist at Built.io, examined how Docker has evolved into a highly effective tool for application delivery by allowing increasingly popular Mobile Backend-as-a-Service (mBaaS) platforms to quickly crea...
Dec. 1, 2015 08:00 AM EST Reads: 398
Too often with compelling new technologies market participants become overly enamored with that attractiveness of the technology and neglect underlying business drivers. This tendency, what some call the “newest shiny object syndrome” is understandable given that virtually all of us are heavily engaged in technology. But it is also mistaken. Without concrete business cases driving its deployment, IoT, like many other technologies before it, will fade into obscurity.
Dec. 1, 2015 08:00 AM EST Reads: 397
We all know that data growth is exploding and storage budgets are shrinking. Instead of showing you charts on about how much data there is, in his General Session at 17th Cloud Expo, Scott Cleland, Senior Director of Product Marketing at HGST, showed how to capture all of your data in one place. After you have your data under control, you can then analyze it in one place, saving time and resources.
Dec. 1, 2015 08:00 AM EST Reads: 256
The Internet of Things is clearly many things: data collection and analytics, wearables, Smart Grids and Smart Cities, the Industrial Internet, and more. Cool platforms like Arduino, Raspberry Pi, Intel's Galileo and Edison, and a diverse world of sensors are making the IoT a great toy box for developers in all these areas. In this Power Panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists discussed what things are the most important, which will have the most profound effect on the world, and what should we expect to see over the next couple of years.
Dec. 1, 2015 06:30 AM EST Reads: 515
Growth hacking is common for startups to make unheard-of progress in building their business. Career Hacks can help Geek Girls and those who support them (yes, that's you too, Dad!) to excel in this typically male-dominated world. Get ready to learn the facts: Is there a bias against women in the tech / developer communities? Why are women 50% of the workforce, but hold only 24% of the STEM or IT positions? Some beginnings of what to do about it! In her Day 2 Keynote at 17th Cloud Expo, Sandy Carter, IBM General Manager Cloud Ecosystem and Developers, and a Social Business Evangelist, wil...
Dec. 1, 2015 05:00 AM EST Reads: 624
PubNub has announced the release of BLOCKS, a set of customizable microservices that give developers a simple way to add code and deploy features for realtime apps.PubNub BLOCKS executes business logic directly on the data streaming through PubNub’s network without splitting it off to an intermediary server controlled by the customer. This revolutionary approach streamlines app development, reduces endpoint-to-endpoint latency, and allows apps to better leverage the enormous scalability of PubNub’s Data Stream Network.
Dec. 1, 2015 05:00 AM EST Reads: 362