Frequently Asked Questions

 Pulsar vs Kafka | Comparing Costs and Value Pulsar vs Kafka has been a fierce messaging systems competition for a long time. Both are widely used  in large enterprises across the globe, both handle very large amounts of data daily, and both are experiencing strong growth as new-age solutions require their infrastructure to handle big […]

Data Fabric: A Comprehensive Guide for Technical Professionals on the Key Components of Data Fabric and its Potential Impact on Data Accessibility, Agility and Analytics For Chief Information Security Officer (CISO) at large organizations, it’s important to understand the increasing complexity involved in managing and deriving value from data assets. In today’s data-driven landscape, traditional […]

Trino! The Universal Analytics Query Engine Trino’s unique capabilities let even non-technical users to run analytics against all data everywhere! With Trino’s ability to query object storage and block storage simultaneously, data scientists are enjoying unprecedented freedom to engineer AI-based analytics to harvest rich insights and intelligence from data lakes. Additionally, now that streaming apps […]

Top Three Use Cases for Event Streaming Media/Entertainment We live in the age of a data revolution, where modern organizations have the privilege of witnessing the latest, most powerful application architecture and data infrastructure solutions. These solutions provide all the answers modern businesses need to remain relevant and competitive in the overwhelmingly overcrowded corporate digital […]

The Importance of Distributed Messaging for Machine Learning Modeling With the ever increasing velocity of big data and the perpetual refinement of machine learning (ML) solutions, more companies are opting to integrate ML to inform their business decisions. However, as per a recent Alegion research survey, roughly 96% of machine learning initiatives fail. Why is […]

Why Data Movement is a Core Competency for Any Digital Business Data movement is vital to all digital enterprises. So, no matter what industry you’re in, chances are we have a tool for you! The term data movement refers to the effort a business makes to move sensitive and valuable data from one system to another. […]

Everything You Need To Know About Cloud Migration Cloud migration can help you easily access data and use it the way you want, anywhere you want! Read our blog as we explain how everything works! You can’t run a successful business these days without a website. The push for a fully digital age is almost […]

Benefits of Digital Transformation in the Healthcare Industry In the last few years, many businesses and industries went through the process of digital transformation. Whether they wanted it or not, this trend continues to revolutionize the world’s industries, reshaping the business landscape as we know it. Like all other data-driven industries, the health industry is […]

Benefits of Digital Transformation in the Insurance Industry Digital transformation is slowly but steadily penetrating various industries. There are companies from all niches re-inventing their processes using emerging tech solutions. Insurance is one of the most resilient sectors when it comes to disrupting the status quo willingly. What do the insurers need to give digital […]

Benefits of Digital Transformation in Government In this article, we will explore some of the benefits of digital transformation in government. Included in the discussion are the role of the big data pipeline, ML, and AI, in digital government transformation.  Digital transformation is having a profound impact on the private sector. There are many resources […]

Why AI Needs Your Legacy Data – And Why Pulsar Makes Data Exploitation so Easy More and more companies are looking to transform digitally for a variety of reasons. They can benefit from wide management solutions, reduced downtime, improved efficiency, and predictive approaches for better maintenance, and so much more. Pulsar on Data Exploitation has […]

Benefits of Digital Transformation in the Finance Industry In this article, we’ll provide a high-level overview of digital transformation in the finance industry, what you can expect from a data pipeline, as well as define some of the most prominent benefits of putting your company through such a transformative process.  Any digital transformation will be […]

Benefits of Digital Transformation for an Enterprise As the markets become oversaturated and more dynamic and consumer behavior changes, enterprises across industries have to adapt. Technology appears to be a go-to solution for many enterprises. All of a sudden, there is a new elephant in the room – digital transformation. Fortunately, there are more and […]

What is Adaptive ML (Online Machine Learning)?  Virtually every business relies on data to survive. Sales data gives you insights into your business’s performance. Customer data tells you more about your target audience and their behaviors. Marketing data helps you understand how to improve brand awareness and expand your reach. Competitor data, transaction data, financial […]

Three Reasons Why a Data Scientist is Twice as Efficient with PrestoDB Data collection and preparation is time-consuming. PrestoDB, or Trino, automates this process so you can focus on the results that matter. There’s an increased need for data analysts, scientists, and engineers to do ad hoc analytics with vast volumes of data. Data is […]

Building Machine Learning Pipelines? – How to Set Yourself Up for Success There are so many fantastic benefits machine learning can offer to a business today. Machine learning pipelines have impacted the technology industry tremendously. However, in the internet-driven world, speed and accuracy are among the most important driving factors of success. A machine learning […]

Top 9 Questions To Determine Whether You Should Outsource Your Distributed Messaging The modern tech world is constantly evolving. Things like cloud technology and software development look a lot different than they did just a couple of years ago. Constant innovation that helps companies keep up with the required pace of developing applications. Distributed messaging […]

How To Power Data Visualization With Pandio Trino Data visualization tools are an essential part of the tech stack many organizations depend on. These tools enable them to take a deep dive into their data without having to spend hours reading through tables and reports. Data visualization is excellent because it allows you to identify […]

8 Workflow Benefits of an AI/ML Infrastructure You Should Know About Technology is advancing at a rapid pace. If they want to remain competitive in any niche, businesses have to face tough decisions. Should you adopt the new tech or stay true to your legacy solutions? One of the most sensitive business aspects of technology […]

Why AI Needs Your Legacy Data – And Why Pulsar Makes Data Exploitation so Easy More and more companies are looking to transform digitally for a variety of reasons. They can benefit from wide management solutions, reduced downtime, improved efficiency, and predictive approaches for better maintenance, and so much more. Here, we will explore why […]

Top 5 Uses of Pandio Trino As the internet grows, so does the amount of data your company needs to store and process. Scaling up can be difficult and expensive, but Trino is a nimble and cutting-edge tool to get the job done. For data-driven businesses, the ability to leverage modern technologies to their advantage […]

How Event-Driven Architectures Benefit from Stream Processing If you’re an app developer or an ML/AI engineer, it’s safe to say that some of your top priorities include making your apps faster, more reliable, easily scalable, and decoupled. One of the best ways to achieve that and to improve any app’s performance is to create an […]

The Evolution of Distributed Messaging: From Point-to-Point to ML and AI Integration As the number of messages and computers that communicate in real-time grew exponentially, the systems needed to become more reliable, scalable, and persistent. The result: distributed messaging evolution is among the fastest in the world of technology. Ever since the idea of reliable […]

What’s the Difference Between Trino and PrestoDB? Some say that the age of the 4th industrial revolution has already begun, and advanced digital technologies are the main driving factors.  The truth is that they help interconnect physical, digital, and biological worlds, resulting in the development of the latest, most advanced technologies. These include AI, machine […]

Pulsar vs SQS Today there is a need for massive and scalable pub-sub messaging platforms, as more and more companies require distributed streaming applications and queuing. For a long time, Apache Kafka was the only messaging platform software. Everyone used it, and it was a standard for these kinds of operations, so nobody thought better […]

Pulsar vs Kinesis There are lots of options to manage your data, but which one is right for your business? The data-driven business decision culture extended beyond Fortune 500 companies. With so many assets generating data in real-time, companies of all sizes started collecting, analyzing, and storing it to improve their processes. To excel at […]

What Is Log Loss in Machine Learning? Machine learning is exciting, as it not only enables artificial intelligence but it also promises to reshape the world around us. As the digital landscape slowly integrates more and more into our everyday lives, machine learning solutions continually sophisticate it, changing the way we interact with everything around […]

Trino vs Snowflake Stuck deciding between Trino and Snowflake? We’ll be exploring the differences and helping you see which of these popular options are best for your needs! In the world of data analytics, data warehouses have always been important. It seems, though, that they’ve become even more valuable for the whole process in the […]

With Pandio's managed Trino service, organizations can use a single query to access their data from anywhere at any time, without moving it.

Pulsar vs Mulesoft Anypoint Platform Both Pulsar and Mulesoft are integration platforms and enterprise service bus (ESB) solutions for capturing real-time data from various sources. As such, they have fundamental differences that can make or break your efforts to achieve your business goals. There are many different key features that Pulsar vs Mulesoft Anypoint Platform […]

How Pandio’s Managed Service Delivers Enterprise-Class Machine Learning Pipelines Modern enterprises need to produce their machine learning models more efficiently. With machine learning pipelines in place, they can automate and codify all the workflows required for creating machine models. A machine learning pipeline includes several sequential steps.  They handle the whole process, including preprocessing, data […]

What Is RabbitMQ and How Does It Compare to Pulsar? Modern businesses are constantly required to face many challenges to beat their competitors and keep their customers satisfied. One of the biggest challenges is handling more data than ever before in history and doing it in a timely and actionable manner. But in regards to RabbitMQ […]

How Query in Place is Reshaping the ETL/ELT Mandate Data is becoming essential for all organizations. Since it became widely available, companies realized that they could use data to learn more about themselves and their markets, improve processes, improve decision-making, and much more.  However, all that sounds relatively easy until you try to use raw […]

The Top Five Use Cases for Event Streaming in Financial Services The banking sector accumulates petabytes of data. Event streaming is the paradigm-shifting strategic data platform. It can forever change the way banks and financial institutions work with data. Today’s banking customers are tech-savvy. They know what personalized service is and expect instant insights into […]

How Best-in-Class Companies Move Data Around Their Organizations Pandio’s managed systems help companies move and share data reliably and seamlessly. Companies need a system they can trust and that adapts to the ever-changing technology landscape. With the appearance of big data, cloud computing, AI, ML, IoT, and all other cutting-edge technologies, companies have been rapidly […]

Getting Data Into Business Intelligence Tools like Tableau and Microsoft PowerBI If you’re in data analytics, you probably know just how difficult it can be to prepare your data for business intelligence. The whole process can last a very long time with lots of challenges. Naturally, every data scientist wants their data to be transformed […]

Why Most Machine Learning Initiatives Fail and What To Do About It Many organizations see the value in Machine Learning initiatives and jump the train to adopt them quickly. Yes, ML can unlock significant opportunities for you. You can quickly scale your business, use data to make smart decisions, and offer next-level services to your […]

The Top 10 Cases for Event Streaming in Government In the business world, event streaming refers to gathering, processing, and storing real-time data as streams of events from an array of event sources. These include hardware, software, and IT elements, mobile devices, sensors, and databases.  As more companies deploy data-driven technologies like big data and […]

How to Connect Disparate Data Sources Into One Holistic View In the age of digital technologies, modern businesses depend entirely on their ability to gather, process, interpret, analyze and store data.  The best course of action is to develop a single data source for all enterprise analytics to allow modern organizations to achieve greater data […]

Data Movement: Most Used Messaging Patterns and Why They are so Important Systems engineers always have to take data movement into account when designing systems of any scale. In fact, data movement remains a primer on most used messaging patterns, including pub/sub, event streaming, and message queuing.  Currently, in all markets, all business decisions are […]

Pulsar vs ZeroMQ Many organizations leverage data to improve internal processes, facilitate decision-making, and delight clients and customers. Message queue tools have proved vital for the success of these operations. However, there are many distributed messaging systems out there. Choosing the right one makes a difference between failure and success. The messaging services for Pulsar […]

Pulsar vs TIBCO In the modern world, where messaging systems and event streaming are widely used, Pulsar is definitely among the most popular and reliable platforms that cater to numerous businesses worldwide. Companies often compare Pulsar vs TIBCO when deciding on the best platform for their needs. TIBCO, an analytics company that enables software integration, […]

Getting Started with Presto Presto has quickly become one of the most popular SQL query engines on the web, primarily due to its immense capability to empower businesses to increase their efficiency and become highly productive. It’s especially useful for engineering and data science businesses. Getting started with Presto is simple and easy to use […]

Top 9 Questions To Determine Whether You Should Outsource Your Distributed Messaging The modern tech world is constantly evolving. Things like cloud technology and software development look different than they did just a couple of years ago. There’s the constant innovation that helps companies keep up with the required pace of developing applications. Over the […]

Apache Pulsar vs Google PubSub In today’s corporate climate, the need for a high-end message distribution system is as high as ever, and that’s only going to grow. As time passes, the existing solutions slowly get obsolete. The sad thing about software is that it tends to get a bit stale fairly quickly without constant […]

Why Use a Managed Service for Distributed Messaging? When you’re running a business, it’s quite easy to succumb to all the pressure, as there are simply too many things that require your attention. Aside from the mandatory, everyday business communication, there are other aspects to worry about, such as maintaining your servers or collaboration among […]

Managed Apache Pulsar vs Managed Apache Kafka You’ve probably done some research and narrowed down your options regarding Managed Apache Pulsar vs Managed Apache Kafka. Choosing which messaging and queuing system to use is not an easy decision to make. Each of these systems ships out with unique architecture and features and performs differently under […]

PandioML: The newcomer on the block and how it compares to Scikit Learn Machine learning, algorithms, artificial intelligence – they’re buzzwords at this point. It seems that every article targeting both the developers and the general population is full of different terminology, tools, and methods that are hard to keep up with. Still, one thing […]

Pulsar vs. Kafka Let’s take a closer look at the Pulsar vs. Kafka distributed messaging solutions. In the world of event streaming and distributed messaging, Apache Pulsar is probably one of the most reliable and popular systems used by many businesses from various industries. While Apache Kafka shares certain similarities with Pulsar and is renowned […]

Managed Trino Service – What it is, Advantages, & More Let’s see what Trino has to offer and why you should consider choosing Pandio’s managed Trino service. But before we go straight to dessert, let’s first see what the major problems with big data are and why we struggle to make sense of it. Big […]

The Five Most Relevant IoT Use Cases in Financial Services for 2021 Let’s explore the most relevant IoT use cases in financial services in 2021. There are now more than 30 billion IoT devices streaming data to machine learning, BI and analytics apps. Much of this activity originates in financial transactions like account transaction logs, […]

Top Seven Use Cases for Streaming IoT Applications in the Automotive Industry IoT networks in conjunction with machine learning are reshaping the automotive industry for manufacturers, drivers, and maintenance technicians alike. More than 250 million vehicles are already equipped with IoT, now sometimes called IoV – Internet of Vehicles. IoT sensors in factories detect parts […]

The Potential of Using Pulsar for IoT Analytics in the Automotive Industry When it comes to IoT analytics, many people see it as the plain importation of sensor data within data lakes through which predictive analytical models can be created. However, even though this process is important, it’s not the only one that matters.  The […]

Data in Motion: Reality vs Fantasy We are here to distinguish fact from fiction in recent marketing hype about querying live data streams, popularly called “Data in Motion.” Examples include live event streaming from many types of network connected devices such as IoT sensors, webcams, financial monitoring instruments and many more. Providing intelligence from these […]

Confluent Announced Their S1 and “Data In Motion” Mission The world of business runs strictly on numbers and values, and as companies slowly shift to the digital world, they require intricate solutions to accommodate their new requirements. As a result, data processing is practically a necessity in the modern age, and the naturalization of the […]

What’s the Math Behind Managed Services In this article, we’ll talk a bit about managed services, the math behind them, and some advantages they have over using in-house teams for everything. In the modern business world, no company handles all its problems and duties on its own. Sure, mega-corporations such as Amazon might have both […]

Five Most Common Use Cases for Presto in the Federal Government   Apache Presto and Trino are immensely powerful, scalable, and open-source SQL engines designed to handle enormous amounts of data. Presto dominates the world of SQL engines as it makes use of top-tier technology that allows Presto to query multiple databases, operate with a […]

What Is Event Streaming? Why Is It Growing in Popularity? Event streaming has become an integral part of app development, real-time data processing and analysis, and leveraging data insights to create more engaging customer experiences. Whether you are an app developer, a data scientist, or a machine learning engineer, you need to implement event streaming […]

Why a Managed Service Might Make Sense for your Distributed Messaging Instant and distributed messaging is taking the world by storm. Like with social media apps, more and more companies are using distributed messaging solutions to streamline their communications. Messaging apps like Viber, WeChat, Facebook Messenger, and WhatsApp have already gathered more than 6 billion […]

Zero Data Loss a Reality in Apache Pulsar – Not True With Kafka Apache Pulsar is one of the most sophisticated distributed messaging systems on the market. It has gained this moniker by merging revolutionarity technologies such as distributed messaging, cloud computing technology, and streaming. These days, software solutions like this are being used to […]

Geo-Replication: Apache Pulsar vs Kafka Geo-replication is a method used by companies all over the world. It’s practically a way of making a backup of all data, in case one of your data centers goes down. That way, you’ll still be able to access the data on another server without putting your entire operation in […]

Multi-Tenancy – Why It’s Critical for Enterprises Today and How Pulsar Delivers Multi-tenancy has been around for a long time. However, we started paying attention to it only recently. Its roots go back to the 1960s when time-sharing was created as a concept to split hardware costs between organizations or departments. Over the years, this […]

Why Machine Learning Initiatives Fail in Media Machine learning (ML) is a technological breakthrough that is changing the way we live.  Machine learning has many practical implications including the ability to help us to predict future outcomes, optimize and automate processes, make decisions, and generate content.  In most cases, machine learning algorithms can be optimized […]

Five Reasons Why Data Scientists Should Use Pandio ML Data drives the modern world, and data science dictates how data itself is handled. It has evolved substantially in recent years, and so too has the software behind the science. These days, everything is easy thanks to programs like Pandio ML. Pandio ML is a revolution […]

What Data Scientists Want to Do vs What Data Scientists Actually Do The reality of data science in practical use today is very different from the hypothetical exercises found in academic research. Researchers propose ideal systems and then subsequently report dramatically successful outcomes which arise from  ideal training datasets. But in the real world, data […]

Three Biggest Reasons Data Scientists Struggle to Get ML Models Into Production The world has reached a point where businesses worldwide have to up their game to meet the rising demand of the markets. The customer experience quality has reached an entirely new level, and many companies are having a hard time catching up with […]

Why Multi-Tenancy Is a Powerful Differentiator for Pulsar as Compared to Kafka There’s an ongoing discussion in the data world about whether Pulsar or Kafka is the better option. Yes, both of these options have their advantages, and it’s difficult to make generalizations when every enterprise has unique use cases. However, multi-tenancy is increasingly becoming […]

What Are the Benefits of Online ML vs.Traditional Batch? There is a field in machine learning called online learning, and it refers to an array of machine learning practices and techniques that learn from a selected source of data provided over time. In online learning methodology, each new batch of data updates the existing machine […]

Five Reasons Why PrestoDB Architecture Simplifies Queries and Reduces Cost To say that PrestoDB has been a revolution in SQL engines would be like saying the printing press made mass production of books and newsletters slightly simpler. PrestoDB is the leading technology in the world of queries, and its architecture is built for longevity. With […]

The Story Behind Presto DB Presto DB is one of the most exciting developments in the digital world. In essence, it’s an SQL query engine built to handle the query needs of buzzing technologies such as Big Data. It was released under the Apache license, and like most products under it, Presto is a community-driven […]

Why PrestoDB (now Trino) continues to gain in popularity Many people have already accepted that we are living in the age of the 4th industrial revolution. Fields with information technology, the biological, digital, and physical worlds are quickly becoming interconnected.  These fusions lead to the development of new technologies like quantum computers, 3D printing, IoT, […]

PrestoDB Drives Massive Value for Enterprise Use The ever-evolving technology has the power to completely change the world around us, including the modern business landscape. In fact, we can say that a new industrial revolution is afoot. Technologies such as cloud-based technologies, quantum computing, machine learning and artificial intelligence, data analytics, big data, and IoT […]

Challenges Building Big Data Pipelines for Next Generational Workloads In the past decade, the volume, velocity and variety of raw data available has grown to increasingly massive numbers. With more data, companies stand to quickly turn raw data in gold. Quickly feeding data scientists with clean and manageable datasets can help companies remain agile within […]

Top 10 Problems When Using Apache Kafka Apache Kafka is one of the most popularly used open-source distributed event streaming platforms. Its use cases range from enabling mission-critical apps to building and maintaining high-performance data pipelines. If you consider whether to use Apache Kafka for your future projects, you should know all about the pros […]

How To Fix Apache Kafka Error “TopicAuthorizationException” Apache Kafka is one of the most popular open-source streaming platforms that allow companies to improve their data pipelines, streamline analytics, and integrate with existing tools to improve the overall operation. It’s a software solution that is constantly updated and optimized by thousands of programmers all over the […]

Apache Camel vs. Mule ESB – What’s the Difference? An enterprise software ecosystem is a little universe in itself, one which includes diverse  applications all of which must be integrated to share data. On-premise apps and Cloud apps mix with SaaS apps, third party plugins and APIs, as well as supporting mobile apps, and even […]

Apache Pulsar in AI-Driven Enterprise Integration Middleware  How is it possible to automate integration of enterprise software applications when unique data formats and disparate protocols make integration a very complex task? Remarkable integration providers such as IBM and Pandio have already created hybrid integration platforms which apply AI-powered automation to the laborious task of interfacing […]

Top ESB Implementations and Their Functionality The most effective and successful Enterprise Service Bus (ESB) implementations today do not live within boundaries that are sharply defined; instead the functionality is always expanding. The integration functionality provided by the top ESB platforms are as fluid and dynamic as the innovative new applications they serve to interface. […]

7 Key Factors of a Successful Digital Transformation We live in the digital age where technology is the main driving factor of business innovations. While some see this technology as nothing more than a headache and something they have to deal with, many business owners see this technological advancement as a new and lucrative opportunity […]

Top 5 Reasons Digital Transformation Efforts Fail A growing number of businesses are going digital to be more efficient and effective, serve customers better, surpass the competition, and improve their bottom line. Unfortunately, most of them fail in their digital transformation efforts. According to a McKinsey study, a whopping 70% of all digital transformations fail.  […]

How Pandio’s Centralized and Decentralized Messaging Make IoT, AI, and ML Visions Reality When people think about internet of things (IoT) devices, they often think about the things that keep us connected—at home, at work, and in the car. For example, IoT devices like your thermostat, which allows you to adjust your temperature from an […]

What is Digital Transformation and How Can It Accelerate the Success of Your Business? There are two ways to look at business innovations driven by technology. One is to look at it as a disruption that causes nothing but a headache. The other is to look at it as a new exciting opportunity for you […]

Connecting Enterprise Software: ESB vs. API Management How do you connect two software applications to enable them to share data and send each other instructions and requests? Enterprises today often have a Human Resource Management (HRM) platform and a Customer Relationship Management (CRM) platform. Interfacing those two giants and enabling them to talk to each […]

Episode III: Distributed Messaging Systems in Autonomous Vehicles In the last article, we evaluated Kalman filters as a tool to reduce the flood of sensor data and mollify data disparity to generate an accurate depiction of the autonomous vehicle’s (AV) environment. Likewise, we surveyed perception based machine learning algorithms that drive the decision making processes […]

New Frontiers for the Enterprise Service Bus Important advances in Business Intelligence (BI) in conjunction with advances in technology  continually increase the need for integration of systems within all enterprises today. Enterprise resource planning (ERP) application, to name one example, now consist of numerous component technologies such as analytics performance tools, IoT sensors and event […]

Artificial Intelligence as a Service or AIaaS: What Is It, the Top Players, Benefits & More Software as a service is an increasingly market. Its current market size is estimated at $117.8 billion, and it is expected to grow to $138.3 billion by 2022. Everyone knows about it as it encompasses different software services distributed […]

AI Bridging Cloud Infrastructure Implications On Deep Learning Among all emerging technologies, AI has the most disruptive potential. It has implications across various industries and fields, including robots, Big Data, IoT, and advanced biotech. In recent years the focus of everyone interested in AI has shifted towards its practical applications. Paring thousands of sensors, ingesting […]

How Much Does It Cost to Run AI Infrastructure? The AI systems market is growing super-fast in the past few years. It’s expected that the market will soon reach $58 billion as more and more businesses and companies develop their own AI systems. But have you ever wondered about how much AI costs? The answer […]

Data Fabric: What It is, Why You Need It, and How It’s Transforming Data-Driven Business Decisions for Modern Companies Modern business is constantly evolving and expanding. As it does, employees often look for new ways to improve efficiencies and speed up workflows. Frequently, adopting new technologies spurs those efficiencies—technologies that automate and streamline processes that […]

The Basics Of Adding AI Infrastructure To Your Company in 2021 Artificial Intelligence is the technology developed in the past, perfected today, and prospects for the future. It’s fair to assume that AI will be even more widespread in a couple of brief years than it already is, and it’s already an integral part of […]

Five Ways Apache Cassandra is Designed to Support Machine Learning Use Cases Organizations across verticals have figured out that the answer to most of the challenges they face lies in analyzing data, using it in forecasts, and leveraging it to make the decision-making process efficient. There’s only one thing that can help organizations use data […]

Episode II on AI in Automotive: Operationalizing ML in Autonomous Vehicles In the previous installation of this series, The World of Autonomous Vehicles, we surveyed the levels of autonomy, the sensors driving autonomous vehicle applications, and the current market. In this iteration, we will dive deeper into the machine learning algorithms used to deploy autonomous […]

What is ETL: Benefits, Challenges & Recent Advances Gathering business intelligence necessary for growth requires a lot of time, effort, and the right data analytics tools. However, many data reporting tools don’t have enough capacity to store all the data from various analyses. You often end up with incomplete or inaccurate data, which can disrupt […]

An Introduction to Compute at the Edge  Edge Computing refers to computation-intensive tasks executed at and near data sources and end users with two primary motivating factors. Massive data generated by IoT devices and smartphones should be processed near the source when feasible to avoid wasted bandwidth sending it to the Cloud. Many applications, including […]

Apache Pulsar & Apache Cassandra: Designed to Enable Machine Learning Machine learning algorithms’ effectiveness depends on the amount of data you manage to feed to them. Ensuring uninterruptible data streams is a priority here. However, when working in cloud-based environments streaming and processing data from multiple sources is heavy on resources and processing power. Given […]

Why ML Ops Is Increasingly Relevant in Today’s Enterprise Environment Machine learning is one of the most exciting new technologies that could change the world. We’re already seeing machine learning and artificial intelligence being deployed all around us, from automatic ATMs to customer service. Be that as it may, there’s no question that it’s integral […]

Episode I on AI in Automotive: The World of Autonomous Vehicles What is an Autonomous Vehicle? Autonomous vehicles (AV) are otherwise known as self-driving cars. With an assortment of sensors and a powerful computer, the vehicle is able to interpret its environment and safely navigate itself around traffic without human intervention. A completely autonomous vehicle […]

Why the Financial Sector is Increasingly Choosing Apache Pulsar Apache Pulsar resolves many technical obstacles of Kafka, which pose operational obstacles in particular to banks and other financial services enterprises. Following suit, global banks are now transforming their messaging and event streaming solutions with Pulsar. Banks require flawless performance and accuracy in their transaction data […]

What is an Enterprise Service Bus? The enterprise service bus is a part of the B2B integration space. It’s been around for about 20 years and has become a part of the landscape as soon as it reached the market. However, it’s still unknown for many business owners. Most of them don’t know how it […]

Pulsar and Spark: The Future of Distributed Computing & AI Artificial intelligence (AI) and machine learning (ML) offer many benefits to businesses across verticals. They can automate repetitive processes, enable people in key positions to make smart and data-driven decisions, and minimize operational costs. However, many of the available technologies come with several limitations and […]

Federated Learning for IoT   Artificial intelligence and machine learning, the titan technologies of the 21st century, have been around long before today. The first AI and ML solutions were developed far back in the 1950s, but they were nowhere near as sophisticated as today. These symbiotic technologies are on a trajectory of continual development, improvement, […]

The Bayesian Belief Network in Machine Learning Machine learning, artificial intelligence, big data – these up-and-coming technologies are practically buzzwords at this point. They show more promise to change the world as we know it than most of the things we’ve seen in the past, with the only difference being that these technologies are already […]

The Difference Between Adaptive ML and Traditional ML Machine learning is with us for quite a while now. Even though some people think it’s a relatively new concept, that’s not true. Beginning way back in the 50s, researchers and technicians struggled with ML for almost 40 years when they came to significant breakthroughs during the […]

How to Use Machine Learning in Healthcare Healthcare is one of the biggest industries in the world. The average life expectancy has increased dramatically in the past century, and that’s in no small part due to the technological advancements that enable it. While the technology has substantially advanced since the olden days, new solutions such […]

How To Use Machine Learning in Finance To say that finance is a precise, tricky, and complicated industry would be a massive understatement. That’s why industries such as finance excel when it comes to precision, and machine learning takes out the possibility of human error, which accounts for a lot of mistakes when it comes […]

How and Why Machine Learning is Used in Industries There’s no doubt that machine learning is one of the most interesting, captivating, and life-changing technologies on the horizon. Aside from making smart, witty, and funny chatbots, ML and AI are reshaping the world around us in ways that we don’t even notice. A substantial amount […]

A Concise Introduction to Machine Learning When machine learning started gaining traction, many were afraid that AI robots would take their jobs. Others started voicing concerns about the dangers of autonomous weapons and AI becoming the dominant form of intelligence. We have many sci-fi movies to thank for such concerns, but science fiction has indeed […]

A Brief History of Machine Learning When Was Machine Learning Invented? It seems like machine learning is everywhere these days. Businesses increasingly rely on tools that use ML algorithms to provide them with accurate data for improving and growing their organization. Many services we use daily, such as social media and Netflix, use ML to […]

Is Data Mining Part of Machine Learning? Machine learning and data mining – these two are buzzing terms in 2020. Because we’re all stuck at home, many people have been researching the latest and greatest that the world of technology has to bring to the table, and these two terms pop up with almost every […]

How to Prepare Data for Machine Learning? Machine learning has already changed the world around us, and it doesn’t seem to be slowing down anytime soon. Through the introduction of artificial intelligence, many processes that used to take up a lot of time have been streamlined to near perfection and now take no time. While […]

Top Benefits of Machine Learning for Big Data We can witness numerous technological advances in today’s age, such as artificial intelligence (AI) and machine learning (ML). Even though ML started years ago, it was something other than what it represents today. Today, machine learning is a branch of AI, and it’s a way of analyzing […]

How to Get Started With Machine Learning? If we look at the current state of things in the world of technology, we can see the popularity of machine learning is rapidly increasing almost every day.  It has become one of the most popular career choices and according to some studies, being a machine learning engineer […]

What’s the Difference Between AI and Machine Learning? AI and ML are very popular terms used today. These technologies have entered many different industries, and they’ve become buzzwords that make something special. But in reality, most markets that advertise these technologies don’t know what they are or what they represent.  To make things even worse, […]

What You Need to Know About Machine Learning and Artificial Intelligence Artificial intelligence and machine learning were distinct in the past when these technologies were still developing. However, ever since they found their application in various technologies and industries, the line between them kept getting thinner.  Once the marketers started doing their thing, the terms […]

What is the Relationship Between Machine Learning and Artificial Intelligence? The computer industry has brought many new things. It created a lot of different technologies that changed our world. The current hype in the industry is on machine learning, artificial intelligence, and data science. Even though all of these things might be separate branches on […]

What Is Machine Learning Used for? The entire word echoes with words such as artificial intelligence, natural language processing, and machine learning. Out of many modern innovations the world has seen over the past few years – machine learning is so prominent simply because of so many different applications it can be used for. ML […]

How Does Machine Learning Work? Machine learning has been around for quite some time now. Thanks to its powerful algorithms, machine learning can use complex and advanced computational power and apply it to big data applications more effectively and rapidly to achieve development. Businesses that can do these things have a far greater chance of […]

What is Machine Learning? Here’s Everything You Need to Know When the world’s population was first introduced to the concept of AI, most people were afraid that the robots would replace them and take their jobs.  However, AI and machine learning and development can be used for many different purposes. These technologies are an abundant […]

Who’s Really Doing AI? There is no shortage of excitement around artificial intelligence. Lists upon lists tell of “promising” examples, just around the corner, coming soon. But even claims of active AI implementations are often half-measures: AI up to a point, when humans step in and take the final actions. Consider that you may be […]

How Do You Know You Are Ready For AI? There is no doubt that Artificial Intelligence (AI) is transformative for businesses, but it’s not just for the tech giants. AI plays a different role in different industries, from market insights, to process automation, to user experience. As the amount of data collected increases, the demand […]

Operationalizing AI As artificial intelligence and machine learning become universal in our society, more and more companies have started to invest in these technologies to support their business decisions, reduce costs, and drive production efficiency. As novel as it may sound, AI and machine learning are not magic. A 2019 article published by Pactera and […]

Apache Kafka or Apache Pulsar | Which Is Better and Why? When it comes to operational data monitoring, two names will likely pop into your head – either Apache Kafka or Pulsar. Both of these Apache web server-based event streaming platforms are widely praised for being the best event streaming, message queuing, and distributed software […]

Full Comparison: Apache Pulsar vs. Azure Event Hub Go Head-to-Head When we talk about data, we rarely perceive it as a resource; we perceive it as information. Still, because business data has imposed itself as an essential issue for every modern business, we are now forced to recognize its value as a business resource, the […]

Pulsar vs. RabbitMQ: Which Messaging Bus Should You Pick? Modern companies need to process more data than ever. At the same time, they need to do it as quickly as possible. That’s why the whole industry is switching to real-time data processing and leaving traditional databases with processing architectures.  Simply put, new demands require new […]

The Future of Distributed Messaging and Streaming: 8 Platforms You Should Know About As you already know, many businesses went online to facilitate their growth and expansion. However, all that growth in the online sphere led to copious amounts of data being generated.  To make smarter business decisions, provide unparalleled user experience, and use data […]

The Benefits of Pub-Sub Messaging for AI and ML Apps When new technology becomes available to the broader public, there is always a race to tap into the hype and profit from it. The novelty aspect of it all adds to its prestige and popularity, making it far easier to market.  App developers are always […]

Queuing For AI and its Commercial Potential   Machine learning has completely changed within the last couple of years, and its implementation in Artificial Intelligence has given the whole field a second renaissance. No longer is AI reliant on programming and human input alone, as newer versions of particular AI bots can scan vast databases and […]

Importance of Event Streaming to Real-Time AI & ML Models The most important outcomes today in the evolution of artificial intelligence and machine learning arise not from a single technological breakthrough, but instead from an ingenious synthesis of technologies and methodologies. Specifically, real-time data streamed from IoT devices to ML algorithms which continually update live […]

Apache Pulsar’s Role in the Future of AI and ML The future of AI and ML is of great interest to many different people across verticals. Everyone, ranging from business leaders and engineers to dev-ops and data architects, is interested in technologies that can enable AI and ML. AI and ML offer way too many […]

How Pandio Powers the Cloud for Sensables: Enhancing Data Analysis Cloud computing is an indispensable technology for businesses across industries. One such industry that greatly benefits from the power of the cloud is sensor technology. With its ability to handle massive amounts of data and provide scalable solutions, the cloud has revolutionized data analysis for […]

In today’s data-driven world, real-time data processing is more than just a luxury—it’s a necessity. Event Stream Processing (ESP) stands at the forefront of this revolution, enabling businesses to harness the power of real-time data streams. But with great power comes great responsibility. While bringing ESP in-house offers a degree of control and customization, it’s […]

In today’s fast-paced digital landscape, data is the lifeblood of innovation and growth. But not just any data—streaming data. Imagine a continuous flow of information, pouring in from various sources, offering real-time insights and opportunities. This isn’t a futuristic concept; it’s the reality that many leading businesses are already capitalizing on. Streaming data, with its […]

Maximizing Security, Scalability, and Manageability with Pulsar Namespaces and Tenants In the world of Apache Pulsar, namespaces and tenants stand as formidable tools, enabling organizations to strategically organize and optimize their Pulsar deployments. This article will delve into the power of Pulsar namespaces and tenants, elucidating how they can elevate the security, scalability, and manageability […]

Leveraging Apache Pulsar: Transforming US Media & Entertainment Giants In the dynamic landscape of the US media & entertainment industry, Apache Pulsar emerges as a game-changing distributed streaming platform, facilitating real-time data processing at scale. This technology has captured the attention of industry giants, revolutionizing the way they operate and deliver content to their audiences. […]

Revolutionizing US Retail: How Apache Pulsar Drives Superior Business Outcome In the dynamic landscape of the US retail industry, Apache Pulsar emerges as a transformative force, enabling real-time data processing at scale. With its applications in streaming analytics, event streaming, and messaging, Apache Pulsar has gained significant traction among retail enterprises, ushering in improved business […]

How Enterprises in the US Financial Services Industry are Using Apache Pulsar to Improve Business Outcomes Apache Pulsar is a popular choice for financial services companies that need to process large amounts of data in real time. It can be used for a variety of use cases, including streaming analytics, event streaming, and messaging. How […]

Pulsar Summit North America 2023: The Event for Streaming Professionals Pulsar Summit North America 2023 is the premier event for streaming professionals. This one-day event will bring together developers, architects, data engineers, DevOps professionals, and anyone who wants to learn about messaging and event streaming. The event will feature keynotes from leading experts in the […]

Top 5 Use Cases for Apache Pulsar: Powering Real-Time Insights in Large Enterprise Organizations In today’s fast-paced digital world, large enterprise organizations are constantly seeking innovative solutions to process vast amounts of data in real-time. Apache Pulsar has emerged as a powerful distributed streaming platform, enabling businesses to harness the potential of streaming analytics, event […]

Unveiling the Limitations of Amazon Kinesis: A Comprehensive Technical Analysis Amazon Kinesis is a widely popular data streaming service offered by Amazon Web Services (AWS), known for its ability to handle real-time data processing and analytics. It allows businesses to gather, process, and analyze large volumes of streaming data from various sources. While Amazon Kinesis […]