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.

Comic
InformationWeek Reveals Top 125 Vendors Taking the Technology Industry by Storm

InformationWeek Reveals Top 125 Vendors Taking the Technology Industry by Storm

InformationWeek Reveals Top 125 Vendors Five-part series details companies to watch across five essential technology sectors SAN FRANCISCO, Sept. 27, 2016 /PRNewswire/ — InformationWeek released its list of “125 Vendors to Watch” in 2017. Selected by InformationWeek’s expert editorial team, the companies listed fall into one of five key themes: infrastructure, security, cloud, data management and…

Part 1 – Connected Vehicles: Paving The Way For IoT On Wheels

Part 1 – Connected Vehicles: Paving The Way For IoT On Wheels

Connected Vehicles From cars to combines, the IoT market potential of connected vehicles is so expansive that it will even eclipse that of the mobile phone. Connected personal vehicles will be the final link in a fully connected IoT ecosystem. This is an incredibly important moment to capitalize on given how much time people spend…

Embedded Sensors and the Wearable Personal Cloud

Embedded Sensors and the Wearable Personal Cloud

The Wearable Personal Cloud Wearable tech is one avenue of technology that’s encouraging cloud connections and getting us all onto interconnected networks, and with the continued miniaturization and advancement of computing the types of wearable tech are always expanding and providing us with new opportunities. A few years ago, smartwatches were rather clunky devices with…

SWIFT Says Bank Hacks Set To Increase

SWIFT Says Bank Hacks Set To Increase

Bank Hacks Set To Increase SWIFT, whose messaging network is used by banks to send payment instructions worth trillions of dollars each day, said three clients were hacked over the summer and cyber attacks on banks are set to increase. The theft of $81 million in February from Bangladesh’s central bank using SWIFT messages rocked…

Security: Avoiding A Hatton Garden-Style Data Center Heist

Security: Avoiding A Hatton Garden-Style Data Center Heist

Data Center Protection In April 2015, one of the world’s biggest jewelry heists occurred at the Hatton Garden Safe Deposit Company in London. Posing as workmen, the criminals entered the building through a lift shaft and cut through a 50cm-thick concrete wall with an industrial power drill. Once inside, the criminals had free and unlimited…

THE FUTURE OF BIG DATA AND DNS ANALYTICS

THE FUTURE OF BIG DATA AND DNS ANALYTICS

Big Data and DNS Analytics Big Data is revolutionizing the way admins manage their DNS traffic. New management platforms are combining historical data with advanced analytics to inform admins about possible performance degradation in their networks. Not only that, but they also have the ability to suggest ways to optimize network configurations for faster routing.…

The Cancer Moonshot: Collaboration Is Key

The Cancer Moonshot: Collaboration Is Key

Cancer Moonshot In his final State of the Union address in January 2016, President Obama announced a new American “moonshot” effort: finding a cure for cancer. The term “moonshot” comes from one of America’s greatest achievements, the moon landing. If the scientific community can achieve that kind of feat, then surely it can rally around…

Which Is Better For Your Company: Cloud-Based or On-Premise ERP Deployment?

Which Is Better For Your Company: Cloud-Based or On-Premise ERP Deployment?

Cloud-Based or On-Premise ERP Deployment? You know how enterprise resource management (ERP) can improve processes within your supply chain, and the things to keep in mind when implementing an ERP system. But do you know if cloud-based or on-premise ERP deployment is better for your company or industry? While cloud computing is becoming more and…

Three Factors For Choosing Your Long-term Cloud Strategy

Three Factors For Choosing Your Long-term Cloud Strategy

Choosing Your Long-term Cloud Strategy A few weeks ago I visited the global headquarters of a large multi-national company to discuss cloud strategy with the CIO. I arrived 30 minutes early and took a tour of the area where the marketing team showcased their award winning brands. I was impressed by the digital marketing strategy…

The Industries That The Cloud Will Change The Most

The Industries That The Cloud Will Change The Most

The Industries That The Cloud Will Change The Most Cloud computing is rapidly revolutionizing the way we do business. Instead of being a blurry buzzword, it has become a facet of everyday life. Most people may not quite understand how the cloud works, but electricity is quite difficult to fathom as well. Anyway, regardless of…

Cloud Computing – The Real Story Is About Business Strategy, Not Technology

Cloud Computing – The Real Story Is About Business Strategy, Not Technology

Enabling Business Strategies The cloud is not really the final destination: It’s mid-2015, and it’s clear that the cloud paradigm is here to stay. Its services are growing exponentially and, at this time, it’s a fluid model with no steady state on the horizon. As such, adopting cloud computing has been surprisingly slow and seen more…

Cloud Computing – A Requirement For Greater Innovation

Cloud Computing – A Requirement For Greater Innovation

Cloud Computing Innovation Sao Paulo, Brazil has had trouble with both energy and water supplies as of late. Despite it is the rainy period. Unfortunately Sao Paulo is very dependent on its rain as a majority of its power is generated from large dams. No water, no energy. Difficult situation for a city of some…

Cloud Infographic – The Data Scientist

Cloud Infographic – The Data Scientist

Data Scientist Report The amount of data in our world has been exploding in recent years. Managing big data has become an integral part of many businesses, generating billions of dollars of competitive innovations, productivity and job growth. Forecasting where the big data industry is going has become vital to corporate strategy. Enter the Data…

The Global Rise of Cloud Computing

The Global Rise of Cloud Computing

The Global Rise of Cloud Computing Despite the rapid growth of cloud computing, the cloud still commands a small portion of overall enterprise IT spending. Estimates I’ve seen put the percentage between 5% and 10% of the slightly more than $2 trillion (not including telco) spent worldwide in 2014 on enterprise IT. Yet growth projections…

Cloud Infographic – Monetizing Internet Of Things

Cloud Infographic – Monetizing Internet Of Things

Monetizing Internet Of Things There are many interesting ways in which companies are looking to connect devices to the cloud. From the vehicles to kitchen appliances the internet of things is already a $1.9 trillion dollar market based on research estimates from IDC. Included is a fascinating infographic provided by AriaSystems which shows us some of the exciting…