What Are the Use Cases for CouchDB? CouchDB is suitable for applications with accumulating, occasionally changing data with pre-defined queries. NoSQL is bad to anyone starting. But SQL not required for certain applications, such as writing log files. MySQL of course powerful but the features and power not exactly suitable with the need of mobile aplications, data analytics, some web applications. … [Read more...]
Apache Projects for Big Data Analysis in IoT
Big data analytics is emerging as a key IoT initiative. One of the most important features of IoT is its analysis of information about connected things. Big data analytics in IoT demands to process a huge amount of data and store the data in the storage. Sensors send gigabytes of data in an hour. The real challenge is to store, manage and derive value from these sensors data. Big data technologies … [Read more...]
Big Data Analytics in Internet of Things (IoT)
What is the Role of Big Data Analytics in the Internet of Things (IoT)? We can connect all the things to the cloud database & find the pattern. A voluminous amount of data have been produced since the advent of the Internet of things (IoT) devices. Data are not useful without analytics. Numerous solutions have enabled to obtain insight into large data generated by the devices. These solutions … [Read more...]
Machine Learning and Optimization : Relationship
These questions usually asked by the interested group to machine learning. Machine Learning is a numerical optimisation. Mathematical Optimisation includes analytic techniques which can be used to an answer the problem. The difference is very slim between machine learning (ML) and optimization theory. Optimization falls the domain of mathematics. Machine learning falls in the domain of … [Read more...]
How To Install Apache Phoenix (SQL on HBase)
We talked about Apache Phoenix in our previous guides and articles such as How To Install Apache HBase and List of Apache Projects For Big Data. Apache Phoenix is a massively parallel, relational database engine supporting OLTP for Hadoop using Apache HBase as store. Phoenix provides a JDBC driver that cleverly hides the noSQL store in front enabling the users to create, delete, and alter SQL … [Read more...]
Internet of Things in the Smart Home : Part IV (END)
Part III of this series was the last part before this one. Manufacturers investing in chapter operating systems with their own circle of users and will grab even with smart home solutions to the already known, which also comes to compatibility in favour. The future solutions based on the Internet of Things in the Smart Home will play an indispensable role for consumers in the coming years, as more … [Read more...]
Internet of Things in the Smart Home : Part III
This is the continuation of Part II of Internet of Things in the Smart Home while the first article was Part I. Devices with smart home functions are already present in various product segments and are being used in more and more households. When connecting to the Internet of Things, the standards still currently in the development or maturing phase help to form a successful communication and … [Read more...]
IBM Watson Studio : Drag and Drop Machine Learning Model Development
This article is an informative guide especially for those who are not used to data sciences but interested in developing an application with some AI or data analytics functions. Earlier we had shown how to easily use IBM Watson for text analysis (on Google Docs). This article more towards to help developing something like WordPress plugin to analyze post emotion using AI. IBM Watson Studio helps … [Read more...]
Apache Free Software Solutions for Data Streaming
Today's businesses benefit most when they can respond to events in real time - as they happen. Real-time data analysis is an important part of businesses. Here is a Discussion on Apache Free Software Solutions for Data Streaming. Different data stream processing solution is suitable for different purposes. Real-time data analytics increaingly becomin important. Data-derived insights are useful, … [Read more...]
Big Data and Privacy : Data Leakage
As because app developers increasing using SaaS type platforms for application deliveries, in our earlier article on Big Data Privacy and application development, we mainly discussed maintaining compliance for the app developers. It had a vendor specific part and resources. Here is another practical discussion around Big Data and Privacy. Developer own self is vulnerable to data theft. Why we … [Read more...]
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