In our one previous guide, we have shown step by step tutorial on how to create Data Lake on server and talked basic matters around data lake. A data lake comprises of multiple repositories providing data to an organisation for analytical processing including analytics & reporting. In another guide, we have talked about medical prediction using the data lake. It is James Dixon who coined the … [Read more...]
Big Data as a Service (BDaaS) Basics
Although Software as a Service had big usability, expect for few usages, SaaS has been restricted and corporates are in favour of on-premise. Big Data as a Service or BDaaS, is as if combination of SaaS, PaaS and DaaS. Self Hosting Big Data platform is time consuming and costly. Businesses have cloud-based IT spending of about 15% now. The forecasted value of the BDaaS market is … [Read more...]
List of Apache Projects For Big Data
It is possibly confusing to many new users when we talk about combining various big data related softwares. Here is a List of Apache Projects For Big Data With Basic Practical Details Which is Helpful to the Developers Who Are New in Big Data Field. Apache Hadoop and Apache Spark are possibly most known. At present there are total 37 Apache projects which are directly related to Big … [Read more...]
Installing Local Data Lake on Ubuntu Server : Part 1
In previous guides, we have covered some important basic installation and setup guide for the major known Big Data softwares. Here is Part 1 of Installing Local Data Lake on Ubuntu Server With Hadoop, Spark, Thriftserver, Jupyter etc To Build a Prediction System. We suggest to use servers from VPSDime as they cost very low - $7 per month for 6GM RAM. We talked about some limitations of OpenVZ … [Read more...]
How to Install, Configure Elasticsearch with Apache Hadoop
There is reason why we compared Elasticsearch with Apache Hadoop. Here is How To How to Install, Configure Elasticsearch with Apache Hadoop, Flume, Kibana. Also We Provided Links to Official Configuration. Before running the commands, we will suggest to read the text under the next sub header. README To Install, Configure Elasticsearch with Apache Hadoop Previously we have … [Read more...]
Apache Hadoop, Spark Vs. Elasticsearch/ELK Stack
In Different Way - Why Peoples Use Elasticsearch When Hadoop, Spark Exists? It is not exactly foolish to ask to talk about Apache Hadoop, Spark Vs. Elasticsearch/ELK Stack. The Apache Lucene project develops open-source search software, including Lucene Core, Solr and PyLucene. Elasticsearch is based on Apache Lucene. Apache Hadoop based on Apache Hadoop and on concepts of BigTable. One is search … [Read more...]
Install Apache Spark on Ubuntu Single Cloud Server With Hadoop
We can clarify the so called Big Data related softwares as Batch-only framework which includes Apache Hadoop, Stream-only frameworks which includes Apache Storm, Apache Samza and Hybrid framework which includes Apache Spark and Apache Flink. Apache Hadoop can be considered a processing framework with MapReduce as its default processing engine. Apache Spark can hook into Hadoop to replace … [Read more...]
Predictive Big Data Analytics & Medical Diagnosis Automation
In the era of Surgical Science, it is definitely practical to have a second thought from arithmetic calculation of differential diagnoses for fail proof diagnosis exactly in the way augmented reality and/or virtual reality are used to assist an orthopaedic surgeon during execution of some surgeries. Big Data mining to improve medical diagnostics quality is a separate aspect while predictive … [Read more...]
What is Dark Data in Big Data?
Previously we talked about Big Data through various articles. But, What is Dark Data? Dark Data is Big Data Which is Collected, Processed & Stored For Need But Organization Fails to Use it For Direct of Indirect Monetizing. What is Dark Data in Big Data in Plain English? Dark data is also known as dusty data and opposite side of the spectrum of light data. It is Gartner … [Read more...]
Big Data : Apache Spark Growing as Predicted
Growth drivers of Hadoop is the strong demand from the enterprise sector - ICT, banking & Government. Apache Spark is growing as predicted. All sectors interested in Big Data and Apache Spark is growing as predicted. Apache Spark is one of the most popular solutions in the enterprise - Big Data. With regards to growth rates in the market, Hadoop remains first on the list. Big … [Read more...]
Big Data and Cloud Computing : Driving the Growth of IT
Cloud and Big Data are the drivers of growth of IT, which seems to grow by more than 46 percent within 2020, fueling the entire industry. Is certainly not a mystery that cloud computing, Big Data field and data analysis are rapidly growing areas within IT. Both areas, combined together, will lead to an increase in IT spending by about 26 percent annually for the next five years. How Big Data … [Read more...]