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Kaushik Pal

Kaushik is a technical architect with 15 years of experience in enterprise applications and product development. He has expertise in Web technologies, architecture/design, Java/J2EE, open source and Hadoop/big data technologies.
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Articles by Kaushik Pal



Artificial intelligence is constantly pushing the boundaries of what it's capable of, but can it be creative? Some argue that it can only...

Can Creativity Be Implemented in AI?


These days, a good Wi-Fi network can make or break a business. That's why preventing Wi-Fi interference is crucial. Here we take a look at...

Is Wi-Fi Interference Causing Unseen Problems in Your Enterprise Network?


The internet of things (IoT) is growing, and so is the data it produces. Deep packet inspection (DPI) is a method of examining that data in...

How Deep Packet Inspection Is Changing Security in the IoT Age


You've probably heard the term 'fintech,' but what's it all about, and how does it affect you and your business? Here we examine this...

What the $#@! Is Fintech?!


Passive biometrics is the use of biometric identity verification without the need for any user input. This can greatly improve security by...

How Passive Biometrics Can Help in IT Data Security


Microservices are becoming a more common way to develop software. Compared to their monolithic ancestors, microservices are more flexible,...

The Role of Microservices in Modern Software Development


Serverless computing? Don't be fooled - you're still using a server, it's just that the server happens to be in the cloud.

Serverless Computing 101


Most people associate blockchain with bitcoin. Although that's where blockchain got it's start, this automated ledger system is being used...

How Blockchain Can Impact Digital Business


Consolidating data centers can save an organization time, money and effort. Here we examine some of the details of consolidation.

5 Reasons Your Company Should Consolidate Its Data Center


Public cloud and private on-premise cloud each have their own sets of pros and cons. When it comes to enterprise use, an organization must...

Public Cloud vs. Private On-Premise Cloud


Green computing is great for business and for the environment. Here are some ways to help go green at your organization or home.

How Green Computing Can Improve Energy Efficiency in IT


Although costlier to implement, three-tier software architecture has many distinct advantages over two-tier architecture.

A Detailed Look at 3-Tier Software Architecture


Maintaining an organization's IT infrastructure is a big job, and the people entrusted to manage it need more than just basic IT skills....

5 IT Infrastructure Skills That Are Often Overlooked


Data scientists have traditionally been called upon to interpret big data, but with advances in machine learning, will the role of data...

Automation: The Future of Data Science and Machine Learning?


Natural language processing (NLP) allows a system to analyze social media posts, emails and a host of other data not in standardized...

How Natural Language Processing Can Improve Business Insights


R and Python are both commonly used in data science, but is one superior to the other? Here we examine the two and their traits.

The Debate Between R and Python


Just like a human brain, cognitive computing can take input of any form, process it and provide meaningful results. However, this branch of...

Cognitive Computing - The Next Era of Computing?


Cloud analytics are making analytics services more accessible by allowing anyone with a browser to access inexpensive, efficient and...

The New Efficiency of Cloud Analytics


Software development has been given a boost by DevOps - development and operations teams working together. This increased teamwork allows...

Why DevOps Is Important for Your IT Strategy


Relational database management systems still have their place in the world of data, but they are beginning to be overshadowed by NoSQL...

Why the World Is Moving Toward NoSQL Databases


Graph databases consist of a series of entities and relationships, which can make for some innovative insights that one wouldn't find with...

Graph Databases: A New Way of Thinking About Data


APIs have long been closed to outside developers, but now the concept of open APIs is taking the industry by storm, offering easier access...

Open API: The Future of Application Programming Interfaces


Using containers is helping to eliminate compatibility issues, allowing developers to focus on more important matters.

Container Technology - The Next Big Thing?


You've heard of the Internet of Things, but what about Analytics of Things? Without Analytics of Things providing real-time analysis for...

Analytics Of Things: Taking IoT to the Next Level


Passwords can be stolen, and multi-factor authentication can be cumbersome, so what's a good security option? Big-data-based authentication...

How Big Data Can Secure User Authentication


Virtualization engineers have to be very knowledgeable and keep up with the ever-changing technology. Here we discuss some of the most...

11 Terms Every Virtualization Engineer Should Know


In the world of virtualization, there are many options, but compute virtualization is proving to be an excellent fit for many enterprises.

An Intro to Compute Virtualization


Big data analytics is making an impact in nearly all fields of business, and call centers are no exception. Analytics are helping call...

Call Center Data + Big Data Analytics = Valuable Insights


Brand value is essential for a business to maintain, and big data is proving to be a powerful tool for helping companies increase their...

Protecting Your Brand Value with Big Data


Satisfied customers are the key to a successful business, but what is the key to satisfied customers? Big data and analytics are helping...

How Big Data Can Drive Smart Customer Service


Data scientists have long been required for properly interpreting big data, but now citizen data scientists - with a background in business...

The Role of Citizen Data Scientists in the Big Data World


Crowdfunding is the latest method for finding investors for projects, and now big data and analytics are giving a boost to crowdfunding by...

How Big Data Is Influencing Crowdfunding


In order for big data to be useful, the proper tools must be in place to handle it. The cloud is increasingly the tool of choice for big...

The Cloud: The Ultimate Tool for Big Data Success


Big data can be invaluable to organizations, but it's useless unless it can be properly analyzed. Self-service analytics allows regular...

How Big Data Can Help in Self-Service Analytics


A supply chain keeps its business running, and inaccurate predictions of supply chain demands can be disastrous. However, now machine...

How Machine Learning Can Improve Supply Chain Efficiency


The internet of everything takes the connectivity and communication of the internet of things a step further, making it a very powerful...

The Internet of Everything (IoE): Keeping Us 'Always On'


Big data is one of the biggest trends in tech today, but can you separate the fact from the fiction? Here we discuss some of the biggest...

10 Big Myths About Big Data


The role of chief data officer is often misunderstood, but its growing importance is making it a more prominent position, with many...

Chief Data Officer: The Next Hot Tech Job?


Learn about machine learning, what it means for business and how it's different from traditional methods of computer programming.

Machine Learning 101


The insurance industry has started using big data as a powerful tool to help give more accurate quotes, offer more personalized products...

How Big Data Is Helping the Insurance Industry


Big data is being utilized in nearly every sector, but one in which it is particularly useful is the pharmaceutical industry. It is helping...

Big Data's Influence in Medicine and Pharmaceuticals


Technology is changing the way business is done, and in order to keep up, organizations must adapt. Digital transformation is a process...

Improving Customer Experience With Digital Transformation, Big Data and Analytics


Hadoop has long been the de facto standard for handling big data, but Spark is starting to gain popularity due to its increased efficiency.

Why Spark Is the Future Big Data Platform


Big data is making a big impact in nearly every field these days, and education is no different. This data is helping teachers,...

How Big Data Can Revolutionize Education


Open-source DBMSs are cost-effective and are expanding in terms of capabilities, making them better options for business.

Why Open-Source Databases Are Gaining Popularity


The amount of data needed and used by businesses is skyrocketing. Data virtualization may be the best way to handle all this data.

Why the Data Virtualization Market is Growing


Organizations are increasingly turning to machine learning for intelligent data management. However, there are many factors to consider...

The Promises and Pitfalls of Machine Learning


Self-service and automation are making big data analytics available to all users, rather than only IT professionals, and empowering...

Why Automation Is the New Reality in Big Data Initiatives


Predictive analytics guide business decisions, but without context, the data isn't nearly as informative as it could be. Adding context to...

How Contextual Integration Can Empower Predictive Analytics


HDFS and HBase are commonly used to manage storage with Hadoop, but now Kudu is working alongside them with better results.

Kudu: A Game Changer in the Hadoop Ecosystem?


When it comes to mobile computing, Android and iOS (and maybe BlackBerry) are the major players, right? Well, Android encompasses more than...

What Does a Fractured Android Mobile Device Market Mean?


With BYOD on the rise, businesses must find ways to control the data and security on devices that they may have little control over. Mobile...

Why Your Business Should Be Using Mobile Application Management


Predictive analytics is being put to use by health care providers, and both the patients and the providers are benefiting from it. Patients...

How Predictive Analytics Can Improve Medical Care


When Application portfolio management is used alongside Software as a Service and analytics, businesses can greatly improve the efficiency...

How APM, SaaS and Analytics Are Streamlining Application Management


Graph databases rely on relationships and nodes to organize and process data, giving them an edge over traditional databases.

How Graph Databases Bring Networking to Data


You may be familiar with Software as a Service, but now another type of service, Insights as a Service, is helping businesses to plot their...

How Insights-as-a-Service Solutions Use Big Data for Future Planning


Is your IT business performing at it's peak efficiency? Big data analytics can you achieve this.

How Big Data Analytics Can Optimize IT Performance


Bitcoin hasn't been in the headlines lately, but it's still around, and still growing. Learn about some of its developments and where it's...

How Bitcoin Can Change the World


3-D printing is much more than just a neat novelty. It is now allowing businesses of all sizes to increase their productivity and...

How 3-D Printing Is Driving Business


The cloud has played a huge role in business computing in recent years, but now industry cloud has the potential to revolutionize this with...

Why Industry Cloud Is the Next Big Thing


Agile software development is a flexible, responsive method that is quickly gaining popularity due to its advantages over the traditional...

How Can Agile IT Transform the IT Industry?


Most people associate Hadoop with processing big data, but operational Hadoop opens up numerous other possibilities for enterprise use.

Operational Hadoop in Next-Generation Data Architecture


Cloud sprawl -- the unauthorized use of cloud services in an organization -- can be particularly problematic for an IT department. Here are...

Managing Cloud Sprawl in Your Organization


Dark data may sound like something sinister, but it's really just big data that hasn't been analyzed. See the reasons why dark data isn't...

How Dark Data Can Impact the Big Data World


Real-time communication is a growing field, but WebRTC has just advanced it by leaps and bounds. See what it has to offer.

WebRTC -  A Revolution in Real-Time Communication


Data theft is an ever-growing problem, but the combination of big data and Hadoop promises to help identify it before it can do any harm.

Discovering Data Theft Using Hadoop and Big Data


Genome sequencing promises almost limitless possibilities in the field of health research, but it's useless if you can't properly collect,...

Why Hadoop Is a Perfect Match for Genome Sequencing


Fraud is the leading cause of financial loss in the banking industry. However, the combination of Hadoop with machine learning has the...

Machine Learning & Hadoop in Next-Generation Fraud Detection


When it comes to processing big data, Apache Flink has the ability to process static as well as streaming data, making it a useful...

The Importance of Apache Flink in Processing Streaming Data


With an influx of mobile devices in the workplace, mobile security is more important than ever. Make sure that your devices are secure with...

5 Solutions to Counter Mobile Security Threats


Enterprise cloud has been growing by leaps and bounds in recent years, but can this trend continue? We look at factors affecting the growth...

Can Enterprise Cloud’s Hyper Growth Continue?


Smart cities can monitor, control and automate many essential functions. Now with the addition of big data, even more possibilities are...

How Big Data is Helping Build Smart Cities


Mobile computing is becoming increasingly important for business, and these top trends in mobile computing are trying to make the most out...

The Top 10 Trends in Mobile Computing


Recommendation systems can help people find what they're looking for - even if they didn't realize they were looking for it! By analyzing...

How Recommendation Systems Are the Way We Shop Online


Home health care is a growing field, and big data is helping it become more effective. By analyzing a patient's data, it's possible to...

How Big Data Can Revolutionize Home Health Care


Personal fitness devices are becoming a more common way for people to keep track of their health statistics, but the data has even more...

How IoT Data Analytics & Personal Fitness Devices Can Keep You Healthier


Data from the Internet of Things often needs to be interpreted as it is being collected. This can be accomplished with the help of...

Internet of Things (IoT) and Real-Time Analytics - A Marriage Made in Heaven


With today's non-stop flow of data, real-time analytics can be the key to making the best use of data. Many businesses are utilizing it to...

The Advantages of Real-Time Analytics for Enterprise


An integrated analytics platform can provide invaluable information, but only if it is receiving quality data. Here we examine ways to...

Why Data Quality is Crucial to an Integrated Analytics Platform - A Health Care Example


Silos can isolate departments within an organization and hinder progress. An integrated data analytics platform can enhance communication,...

Destroying Silos With Integrated Data Analytics Platforms


Big data is streaming into businesses at unprecedented rates, and properly harnessing that data can lead businesses in exciting new...

What Core Business Functions Can Benefit From Hadoop?


The Internet of Things is great at collecting data, but then what? An integrated analytics platform can take that unstructured data and...

How an Integrated Analytics Platform Can Help the Internet of Things Succeed


The Internet of Things is taking the world by storm, but how do we handle all the data it generates? It needs a new, different approach...

Internet of Things (IoT) Data vs. Static Data Analytics


The Internet of Things is having a huge effect on business, but the specifics can differ depending on the industry. Here we take a look at...

The Impact Internet of Things (IoT) is Having on Different Industries


Rapid application development is key to efficiency. Apache Spark is helping developers test their ideas even more quickly and easily than...

How Apache Spark Helps Rapid Application Development


Just how difficult is it for a business to adopt Hadoop for big data analysis? Some businesses consider it too difficult and expensive, but...

Is Hadoop Adoption Really Worth It?


The Open Data Platform has the potential to change the way that big data is processed, but many do not understand it or how it can work...

What Is the Open Data Platform and What Is its Relation to Hadoop?


Zeta Architecture combines enterprise architecture with solutions architecture, allowing businesses to save time and better utilize...

What Can the Zeta Architecture Do for Enterprise?


Analysis of big data can make or break a business. That used to mean hiring specialists, but now that analysis can be done by anyone with...

How Apache Drill Makes Data Analysis Easier for Everyone


SQL and Hadoop are both powerful tools in their own rights, and together, in SQL on Hadoop, their ability to handle big data analysis is...

How Can SQL on Hadoop Help with Big Data Analysis?


Apache Hadoop is the best-known and most widely used tool for big data analytics. How does its open-source status affect it?

What is the Influence of Open Source on the Apache Hadoop Ecosystem?


The Internet of Things is generating data at an ever-increasing pace, but are there rules and guidelines as to how that data can be used?...

How Can We Handle Internet of Things (IoT) Generated Data Ethically?


Big data is a big deal - for both businesses and hackers. Even though big data can be a lucrative target for cybercriminals, there are...

What Technologies Can Counter Big Data Security Threats?


Greater volumes of big data are being stored in the cloud every day, but how safe is that data? We examine threats and methods of...

Big Data in the Cloud - How Secure is Our Data?


While Hadoop has been invaluable for handling big data, its first implementation does have some limitations. However, YARN tackles these...

What are the Advantages of the Hadoop 2.0 (YARN) Framework?


Organizations are trying to harness the benefits of IoT in different ways. Learn more here.

What are the Top Driving Forces for the Internet of Things (IoT)?


Big data can be an invaluable resource for businesses, but many don't consider the challenges that are involved in implementing and...

5 Challenges in Big Data Analytics to Watch Out For


Real-time big data analytics is a great way to get up-to-date data and statistics. But while it has plenty of benefits, it does have some...

Weighing the Pros and Cons of Real-Time Big Data Analytics


With big data being generated at increasingly rapid rates, it can be more than some data centers can handle. There are several factors that...

How Big Data Impacts Data Centers


Hadoop is a great way to get the most out of big data, but there are numerous other tools that can work with Hadoop to provide even more...

5 Insights About Big Data (Hadoop) as a Service


Big data is changing the way data is collected and analyzed. Here are some trends in big data to keep an eye on in coming years.

What Big Data Trends Are on the Horizon?


Although RDBMS has been around longer, NoSQL is gaining ground, and it has many advantages that make it an excellent solution for databases.

10 Insights Into NoSQL


Big data is revolutionizing analytics, and can be of enormous value to businesses - but only if it's managed and analyzed successfully. We...

Tackling Big Data Analytics Pain Points


There's a lot to consider when implementing SaaS, and these steps can help guide you through the process.

11 Essential Steps for Implementing SaaS


Virtualization and SaaS are both very powerful tools, but they're most powerful when they're used together.

How Virtualization Can Empower SaaS Applications


Properly deployed virtualization techniques can provide security to software, hardware, storage and the network environment. But...

10 Ways Virtualization Can Improve Security


Virtualization technologies are not only used in hardware or server consolidation. Virtualization also provides valuable tools for software...

The Advantages of Virtualization in Software Development


There are many options and features to consider when dealing with virtualization. Here are some important ones that you shouldn't miss.

10 Virtualization Tips Every Administrator Should Consider


Many businesses are going the route of virtualization, but it isn't always the best move. Consider all the factors involved before moving...

A Key Question in Enterprise Virtualization: What to Virtualize?


Virtualization is a generic term which covers different types of computing, including hardware virtualization, software virtualization,...

Do You Really Understand Virtualization?


Big data can be applied in nearly any field. Here we examine how big data can be used in social work - and what implications that has for...

Big Data, Social Sciences and How to Change Negative Outcomes Into Positive Ones


Data security is more important than ever, and encryption is one of the primary methods of securing data. Here we discuss some best...

10 Best Practices for Encryption Key Management and Data Security


Big data is a new and emerging domain for most companies. Here are some tips on what to do and what not to do when getting started with big...

10 Big Data Do's and Don'ts


While some may think of "big data" as simply collecting lots of data, in reality it's much more complicated than that. There are many...

Challenges to Overcome in Big Data Implementation


"Big data" is one of the hottest buzzwords today, but what about small data? Many companies are bypassing the big-data overkill and using...

Data, Big and Small: Where's the Real Value?


In order to really understand big data, you need to understand a bit about Hadoop. Here we'll take a look at the top terms you'll hear in...

The 10 Most Important Hadoop Terms You Need to Know and Understand


Every organization should have a thorough IT plan in place, but many do not. Get started on your IT planning with these tips.

The Basics of IT Planning


The concept of DevOps has been around for a while now, but it's still being defined and refined - it can have different meanings to...

Developments in DevOps


Online file sharing has revolutionized the way we share files with one another and collaborate on projects. Here we take a look at some of...

Q&A by Kaushik Pal



An assembly language, also known as an assembler language, is a low-level programming language. Assembly language has a very strong...


Application performance monitoring (APM) is the monitoring and management of the performance and availability of software applications. The...


Active Directory is widely used across various applications to store and secure user information. Therefore, it is very important to...


Databases are now more complex than ever in nature due to the ever-increasing demand from businesses. These demands include new...


Data is the backbone of nearly every business, be it small, medium or large. And the rate of data generation is many times what it was in...


Data is at the heart of all business, and enterprises are realizing the importance of data and trying to build a clean and high-quality...


A SQL compliance manager is a complete auditing solution for SQL servers. The basic objective is to track the changes made to the SQL...


Continuous database maintenance and monitoring are the key elements to be considered for running a SQL system smoothly. When a database is...


Predictive alerting is a technology that predicts events based on historical data and accordingly provides alerts. For example, the...


Most modern applications are database driven. Therefore, SQL queries are at the heart of all activities. Monitoring the activities of each...


IT infrastructure maintenance is the key to ensuring business continuity. The IT industry follows certain standard IT infrastructure...


Application software encompasses software programs which are mainly developed for users to perform various related or stand-alone tasks as...


In recent years, organizations have moved more toward cloud-based offerings, which is simply a software-as-a-service model. Cloud-based...


Network infrastructure is a part of IT infrastructure of an organization. While the IT infrastructure is critical to the business...

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