Altexsoft

AUGUST 29, 2023

This article explains what a data lake is, its architecture, and diverse use cases. The goal is to provide a comprehensive guide that can be a navigational tool for all specialists plotting their course in today’s data-driven world. A data lake allows to store data before a specific use case has been identified.

Architecture 52

Architecture Data Storage Machine Learning 52

Bernd Rucker

NOVEMBER 20, 2018

The Microservices Workflow Automation Cheat Sheet Your company might want to go for a microservice architecture and apply workflow automation (I do not go into the motivation why in this blog post, but you might want to read about 5 Workflow Automation Use Cases You Might Not Have Considered or BizDevOps?—?the

Microservices 40

Microservices Architecture Engineering Retail 40

Martin Fowler

MARCH 5, 2019

In my recent client engagement, I foresaw that serverless architecture was a perfect fit. The idea of adopting serverless architecture, though, didn’t fly to our client well due to the fear of vendor lock-in. Let’s have a look into an example of building an event-driven architecture. generic cloud usage.

Technical Review 41

Technical Review Serverless Systems Review Retail 41

The Agile Monkey

MARCH 22, 2019

In this article, we’ll explore Apache OpenWhisk (which we’ll refer to simply as OpenWhisk), an open-source, distributed serverless platform that allows us to execute functions in response to events. OpenWhisk supports a lot of languages out of the box and can be extended to use other languages. What is OpenWhisk?

IoT 40

IoT Applications Serverless Architecture 40

TIBCO - Connected Intelligence

SEPTEMBER 7, 2020

This year’s event is about sustainable innovation and using data to find the next breakthrough for your most pressing business challenges. Choose from several registration options, including a no-cost package, for an event that works best for you. CXO Insight of the Month: 10 Steps to Creating a Data-driven Culture.

Data 26

Data Technical Review Systems Review Culture 26

Confluent

SEPTEMBER 26, 2019

In the early days, many companies simply used Apache Kafka ® for data ingestion into Hadoop or another data lake. However, Apache Kafka is more than just messaging. In the most critical use cases, every seconds counts. Apache Kafka as an event streaming platform for real-time analytics.

Analytics 20

Analytics Serverless Blockchain Microservices 20

Confluent

JUNE 26, 2019

Microservices have a symbiotic relationship with domain-driven design (DDD)—a design approach where the business domain is carefully modeled in software and evolved over time, independently of the plumbing that makes the system work. I see this pattern coming up more and more in the field in conjunction with Apache Kafka ®.

Microservices 109

Microservices Software Review Technical Review Architecture 109

Altexsoft

JANUARY 22, 2020

Media streaming is one of them, but it’s only a visible part of an iceberg where data streaming is used. Please note: this topic requires some general understanding of analytics and data engineering, so we suggest you read the following articles if you’re new to the topic: Data engineering overview.

Analytics 20

Analytics Data IoT Analysis 20

Confluent

SEPTEMBER 19, 2019

When people ask me the very top-level question “why do people use Kafka,” I usually lead with the story in my last post , where I talked about how Apache Kafka ® is helping us deliver on the promises the cloud made to us a decade ago. Perhaps the easiest-to-understand use case here is fraud detection.

Analytics 14

Analytics Microservices Architecture Data 14

Altexsoft

OCTOBER 21, 2022

Kafka can continue the list of brand names that became generic terms for the entire type of technology. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it.

Weak Development Team 93

Weak Development Team Technical Review Systems Review Software Review 93

Confluent

FEBRUARY 27, 2019

What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless? When it comes to the emerging serverless world, It makes sense to validate how Apache Kafka ® fits in considering that it is mission critical in 90 percent of companies. Event-first FaaS? What is FaaS?

Serverless 109

Serverless Lambda AWS Systems Review 109

O'Reilly Media - Ideas

JANUARY 25, 2024

While we like to talk about how fast technology moves, internet time, and all that, in reality the last major new idea in software architecture was microservices, which dates to roughly 2015. In this report about how people are using O’Reilly’s learning platform, we’ll see how patterns are beginning to shift. But there are exceptions.

Trends 116

Trends Technical Review Technology Artificial Inteligence 116

Confluent

FEBRUARY 13, 2019

Part 1 of this series discussed why you need to embrace event-first thinking, while this article builds a rationale for different styles of event-driven architectures and compares and contrasts scaling, persistence and runtime models. Event-driven architecture. Being event first.

Architecture 89

Architecture Programming Microservices Serverless 89

Confluent

MAY 9, 2019

Event-first thinking enables us to build a new atomic unit: the event. This model is completely free form, we can build anything provided that we apply mechanical sympathy with the underlying system behavior. All of these, and more, lead to design patterns that can be used and reused.

Microservices 92

Microservices Metrics Systems Review Architecture 92

Confluent

JULY 10, 2019

As discussed in part 2, I created a GitHub repository with Docker Compose functionality for starting a Kafka and Confluent Platform environment, as well as the code samples mentioned below. would have handled our requirements, it didn’t exist yet in the version we were using. gradlew composeUp. KSQL user-defined functions.

Lambda 86

Lambda Analytics Testing Groups 86

Bernd Rucker

APRIL 6, 2020

Webinar FAQ for Monitoring & Orchestrating Your Microservices Landscape using Workflow Automation Answering leftover questions from my webinar in March 2020 On Wednesday, March 11, 2020, I conducted the webinar titled “ Monitoring & Orchestrating Your Microservices Landscape using Workflow Automation ”. well spotted.

Microservices 52

Microservices Architecture Technical Review Engineering 52

Altexsoft

JULY 18, 2023

This article will expose Apache Spark architecture, assess its advantages and disadvantages, compare it with other big data technologies, and provide you with the path to learning this impactful instrument. Netflix leverages Spark Streaming and Kafka for near real-time movie recommendations. What is Apache Spark?

Weak Development Team 52

Weak Development Team Big Data Data Machine Learning 52

Confluent

APRIL 25, 2019

By capturing Internet of Things (IoT) event data from farm to fork with Apache Kafka ® and Confluent Cloud, BAADER is increasing its value as part of this chain, creating new business opportunities and enabling its partners to optimize their operations. “By “With Confluent Cloud, we get more than just a Kafka service.

IoT 78

IoT Cloud Data Technical Review 78

Cloudera

MAY 4, 2021

This article is the first of a multipart series to showcase the power and expressibility of FlinkSQL applied to market data. Event-driven and streaming architectures enable complex processing on market events as they happen, making them a natural fit for financial market applications. Streaming VWAP.

Marketing 76

Marketing Data Windows Groups 76

Cloudera

JULY 26, 2021

With this first article of the two-part series on data product strategies, I am presenting some of the emerging themes in data product development and how they inform the prerequisites and foundational capabilities of an Enterprise data platform that would serve as the backbone for developing successful data product strategies. Introduction.

Strategy 114

Strategy Development Data Analytics 114

Perficient

MARCH 13, 2023

Introduction Whether you have already adopted Openshift or are considering it, this article will help you increase your ROI and productivity by listing the 12 essential features including with any Openshift subscription. The best part is it can be managed through GitOps by using the provided, super simple CRDs.

Serverless 83

Serverless Azure Metrics AWS 83

Altexsoft

FEBRUARY 24, 2023

Read this article to learn how top organizations benefit from Kubernetes, what it can do, and when its magic fails to work properly. Modern apps include dozens to hundreds of individual modules running across multiple machines— for example, eBay uses nearly 1,000 microservices. Another obvious trend is the growing range of use cases.

Weak Development Team 83

Weak Development Team Load Balancer Technical Review Microservices 83

Altexsoft

JULY 19, 2022

In the last few decades, we’ve seen a lot of architectural approaches to building data pipelines , changing one another and promising better and easier ways of deriving insights from information. It took three years for her book “Data Mesh: Delivering Data-Driven Value at Scale” to finally see the world in March 2022.

Architecture 52

Architecture Data Analytics Data Engineering 52

Altexsoft

NOVEMBER 7, 2022

This article covers Airflow’s pros and gives a clue why, despite all its virtues, it’s not a silver bullet. What is Apache Airflow used for? Airflow is especially useful for orchestrating Big Data workflows. Airflow architecture. What is Apache Airflow? Source: Apache Airflow. When Airflow won’t work.

Weak Development Team 52

Weak Development Team Technical Review Software Review Systems Review 52

Cloudera

AUGUST 20, 2021

The Cloudera Data Platform comprises a number of ‘data experiences’ each delivering a distinct analytical capability using one or more purposely-built Apache open source projects such as Apache Spark for Data Engineering and Apache HBase for Operational Database workloads. private cloud only, public multi-cloud or hybrid).

Strategy 94

Strategy Data Technical Review Weak Development Team 94

Coforge

NOVEMBER 19, 2020

CIOs exposed to these events often come back with useful knowledge of how the Digital natives are driving the value of data. The aim of this short article is to provide CIOs our view on some of the key choices they need to make in this journey. . This leads to a delay in delivering the use cases & business value. .

Data 52

Data Microservices Enterprise Airlines 52

Altexsoft

FEBRUARY 10, 2021

Unless you meet it in the article saying that “only 13 percent data science projects make it into production.” This sounds really ominous — especially, for companies heavily investing in data-driven transformations. New approaches arise to speed up the transformation of raw data into useful insights. DataOps vs MLOps.

Analytics 75

Analytics DevOps Development Software Review 75

Confluent

SEPTEMBER 25, 2019

In 2011, Marc Andressen wrote an article called Why Software is Eating the World. It isn’t just that businesses use more software, but that, increasingly, a business is defined in software. Companies aren’t just using software as a productivity aid for human processes, they are building out whole parts of the business in code.

Company 56

Company Software Retail Banking 56

Altexsoft

SEPTEMBER 23, 2021

Yet, more than often, businesses can’t make use of their most valuable asset — information. One of the innovative ways to address this problem is to build a data hub — a platform that unites all your information sources under a single umbrella. But these things are not interchangeable, as they are often used in conjunction.

Architecture 52

Architecture Data Storage IoT 52

Bernd Rucker

JULY 13, 2021

This article was first published on InfoWorld: [link] In 2015, Deutsche Telekom started to apply robotic process automation (RPA), one of many tools in the whole process automation space. In this article I will answer the question I get asked almost every day (what is process automation?) Internet of things (e.g.

Open Source 58

Open Source Tools Technical Advisors Off-The-Shelf 58

Altexsoft

SEPTEMBER 21, 2023

In this edition of “The Good and The Bad” series, we’ll dig deep into Elasticsearch — breaking down its functionalities, advantages, and limitations to help you decide if it’s the right tool for your data-driven aspirations. It is designed to unify data collection and consumption for better use and understanding.

Weak Development Team 52

Weak Development Team Analytics Engineering Development Team Review 52

Confluent

OCTOBER 10, 2019

The Internet of Things (IoT) is getting more and more traction as valuable use cases come to light. Apache Kafka ® and its surrounding ecosystem, which includes Kafka Connect, Kafka Streams, and KSQL, have become the technology of choice for integrating and processing these kinds of datasets. Example: Audi.

IoT 20

IoT Internet Weak Development Team Scalability 20

The Agile Monkey

OCTOBER 4, 2016

It’s interesting that, in spite of the current trend of serverless and microservices architectures and the introduction of modern and faster languages like Go and Swift, more than a half of the e-commerce installed base is built over the classic LAMP stack, featuring monolithic architectures.

Microservices 40

Microservices Weak Development Team Architecture System 40

Confluent

OCTOBER 16, 2019

Trains are an excellent source of streaming data—their movements around the network are an unbounded series of events. Using this data, Apache Kafka ® and Confluent Platform can provide the foundations for both event-driven applications as well as an analytical platform. Ingesting the data.

Data 19

Data Training Analytics Storage 19

Confluent

AUGUST 20, 2019

Write-heavy loads in particular may run into scalability issues in traditional relational databases and therefore need alternative architectures that scale to their needs. Upholding each property in a system based on Kafka is tricky but not impossible, as you are about to find out. Let’s assume we want to build a multi-tenant system.

Systems Review 21

Systems Review System Software Review Architecture 21

Daniel Bryant

DECEMBER 3, 2019

CONFERENCE SUMMARY Day two operations, new architecture paradigms, and end users In this second part of my KubeCon NA 2019 takeaways article ( part 1 here ), I’ll be focusing more on the takeaways in relation to the “day two” operational aspects of cloud native tech, new architecture paradigms, and end user perspective of CNCF technologies.

Technical Review 10

Technical Review Microservices Software Review Cloud 10

Confluent

OCTOBER 23, 2019

If you’ve worked with the Apache Kafka ® and Confluent ecosystem before, chances are you’ve used a Kafka Connect connector to stream data into Kafka or stream data out of it. This article will cover the basic concepts and architecture of the Kafka Connect framework. What is Kafka Connect?

Groups 15

Groups Examples Storage Data 15