Pinup: Alpine Data Labs

Pinup: Alpine Data Labs

Pinup: Alpine Data Labsalpine-data-labs

The amounts of generated structured and multi-structured data are expanding at an extreme pace. Big data which is defined by data volume, variety of data, and velocity of data generation, is considered as an asset for every organization. This data needs to be processed and condensed into more connected forms in order to be useful for decision making. In other words, big data analytic which uses advanced analytic technologies should be utilized to analyse massive amounts of detailed information in order to improve business performance. Advanced analytics is a collection of related analytical techniques and technologies. It helps data analysts to extract knowledge, discover new insights and make predictions. Organizations can use advanced analytics to adjust their plans and strategies to become more competitive, minimize potential risk and make the best decisions in real time.

Nowadays, there are a lot of companies that provide these services. Alpine Data Labs, founded in 2011, is a perfect example of a provider of advanced analytics software on big data and Hadoop. The company’s products are accessible, easy to use, and built for big data. It offers a collaborative analytics solution that is code-free, requires no download and can be accessed by using any browser.

startup-bigdata

The more data you have, the more difficult it can be for data analysts to derive insight from that data. Chorus (a new cloud application which is enabled by Amazon Web Services, Inc) can provide data analysis tools that convert data formats to a common MAP Reduce format for processing large data sets with parallel and distributed algorithms on the cloud. It simplifies the process of building predictive models for big data.

Alpine as a provider an analytic productivity platform, uses Chorus 3 to provide data analysts with the ability to securely store, analyse and share data. Analytic productivity platform help analytics teams to collaborate, explore data, import data, organize workflows, create workspaces and, share knowledge and insights. Hence, it increases the analytics agility of data science team.

Alpine uses Apache Hadoop, an open-source framework, to process large data sets in a distributed environment. In fact, Hadoop’s scalability for big data volumes is impressive. Although it has the ability to manage a very broad range of data types, it usually takes a long time on Hadoop due to the fact that it is natively a batch-based process. Spark, a new technology which sits on top of Hadoop Distributed File System, can solve problems of Hadoop MapReduce. It can outperform Hadoop by 10x in iterative machine learning workloads and allow an efficient, general-purpose programming language to be used interactively to process large datasets. Hence, Alpine adopted this technology to increases the speed of big data analysis.

By Mojgan Afshari

About Mojgan Afshari

Mojgan Afshari is a senior lecturer in the Department of Educational Management, Planning and Policy at the University of Malaya. She earned a Bachelor of Science in Industrial Applied Chemistry from Tehran, Iran. Then, she completed her Master’s degree in Educational Administration. After living in Malaysia for a few years, she pursued her PhD in Educational Administration with a focus on ICT use in education from the University Putra Malaysia.She currently teaches courses in managing change and creativity and statistics in education at the graduate level. Her research areas include teaching and learning with ICT, school technology leadership, Educational leadership, and creativity. She is a member of several professional associations and editor of the Journal of Education. She has written or co-authored articles in the following journals: Journal of Technology, Pedagogy and Education, The Turkish Online Journal of Educational Technology, International Journal of Education and Information Technologies, International Journal of Instruction, International Journal of Learning, European Journal of Social Sciences, Asia Pacific Journal of Cancer Prevention, Life Science Journal, Australian Journal of Basic and Applied Sciences, Scientific Research and Essays.

View All Articles

Sorry, comments are closed for this post.

SaaS Freemium Models and the Hidden Cost of Free

SaaS Freemium Models and the Hidden Cost of Free

SaaS Freemium Models We’ve all been lured into sexy “try before you buy” freemium models that provide just the right amount of functionality to get you started. Yet, it’s not quite enough to complete the job. “Getting the job done” often requires stepping up to a paid or premium version that provides more functionality, capabilities…

Is Fear Holding Back a Next Generation of Cyber Security Approaches?

Is Fear Holding Back a Next Generation of Cyber Security Approaches?

Next Generation of Cyber Security As I walked through RSA last week, I was struck by the usual fear laden messages “You’re not safe and never will be but I (vendor) have a silver bullet that will protect you.” And, I wondered if this fear-based approach is deterring a badly needed next generation of cyber…

Is Windows 10 The Final Piece Of Microsoft’s Cloud Strategy?

Is Windows 10 The Final Piece Of Microsoft’s Cloud Strategy?

Windows 10 – Microsoft’s Cloud Strategy By all reports, Windows 10 is a resounding success. Microsoft reported that 14 million users downloaded the latest version of its operating system in its first 24 hours of availability. That number is ten times higher than launch-day downloads of Windows 8. Independent sources confirm that Windows 10 now…

Risks Of Virtualization In Public And Private Clouds

Risks Of Virtualization In Public And Private Clouds

Risks Of Virtualization Server virtualization is one of the cornerstone technologies of the cloud. The ability to create multiple virtual servers that can run any operating system on a single physical server has a lot of advantages. These advantages can appear in public, Infrastructure as a Service (IaaS), as well as in private clouds. However,…

5 Companies That Took On The Small Business Cloud – And Won

5 Companies That Took On The Small Business Cloud – And Won

The Small Business Cloud We take a look at 5 world-leading tech companies that have brought ground-breaking new cloud services to SMEs  Plenty of organisations have broken into new markets with innovative cloud-based products. Discover which companies have successfully taken on the small business Cloud. Cloud based computer systems are ideally suited to support the…

5 Companies That Took On The Small Business Cloud – And Lost

5 Companies That Took On The Small Business Cloud – And Lost

5 Companies That Took On The Small Business Cloud The growth of cloud based business support systems has been staggering, and while some major software houses have quickly positioned themselves as forerunners in the move to the Cloud, there are several high-flying companies that have so far failed to provide small businesses with the level…

Taking Your Access Governance Processes To The Cloud

Taking Your Access Governance Processes To The Cloud

Access Governance Access governance is a growing market in many different industries across the United States and beyond. Companies are investing money in access governance solutions to efficiently improve processes and ensure security of their networks, without a great deal of effort. As the cloud has become more of a standard in every organization, how…

CloudTweaks is recognized as one of the leading influencers in cloud computing, infosec, big data and the internet of things (IoT) information. Our goal is to continue to build our growing information portal by providing the best in-depth articles, interviews, event listings, whitepapers, infographics and much more.

Sponsor