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The Latest Data Engineering Topics

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Where Does Cybersecurity Go From Here?
It's going to get worse before it gets better, but cybersecurity professionals can lead the way to improvement.
August 17, 2022
by Tom Smith DZone Core CORE
· 8,968 Views · 1 Like
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Java Thread Programming (Part 3)
Tip: We can only ask the Java thread to execute a piece of code, but we cannot guarantee the execution order of multiple threads!
August 16, 2022
by A N M Bazlur Rahman DZone Core CORE
· 7,025 Views · 6 Likes
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Integrate Oracle Database With Apache Kafka Using Debezium
Oracle Databases are used for traditional enterprise applications and departmental systems in large enterprises. Debezium connector for Oracle is a great way to capture data changes from the transactional system of record and make them available for application use.
August 16, 2022
by Hugo Guerrero DZone Core CORE
· 8,085 Views · 1 Like
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On Some Aspects of Big Data Processing in Apache Spark, Part 2: Useful Design Patterns
In this post, learn to construct Spark applications in a maintainable and upgradable way, where at the same time "task not serializable" exceptions are avoided.
August 16, 2022
by Alexander Eleseev DZone Core CORE
· 9,892 Views · 5 Likes
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What to Know About Python and Why Its the Most Popular Today
Python is an incredibly versatile programming language that can be used for data science projects, data analysis, machine learning, and data visualization.
Updated August 16, 2022
by Aashutosh Kumar Yadav
· 8,989 Views · 4 Likes
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Top 10 Java Language Features
Let's explore ten Java programming features used frequently by developers in their day-to-day programming jobs.
August 15, 2022
by A N M Bazlur Rahman DZone Core CORE
· 9,461 Views · 14 Likes
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AWS CDK Project Blueprint - Modeling and Organizing (Part 2/2)
The second part of how to model, structure, and organize your Infrastructure-as-Code AWS CDK Project. Building from scratch until a CI/CD pipeline composition, all the cloud component resources, and services at AWS Cloud.
August 15, 2022
by Ualter Junior
· 5,947 Views · 2 Likes
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AWS CDK Project Blueprint - Modeling and Organizing (Part 1/2)
A sample of how to model, structure, and organize your Infrastructure-as-Code AWS CDK Project. Building from scratch until a CI/CD pipeline composition, all the cloud component resources, and services at AWS Cloud.
Updated August 15, 2022
by Ualter Junior
· 8,584 Views · 2 Likes
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IoT + Cloud Growth = Greatest Cybersecurity Risk
Cybersecurity platforms help achieve full visibility, security and control across every user on every device.
August 15, 2022
by Tom Smith DZone Core CORE
· 6,719 Views · 1 Like
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How To Build a Multi-Zone Java App in Days With Vaadin, YugabyteDB, and Heroku
Welcome to my journal documenting my experience building a geo-distributed app in Java from scratch. Here, I’ll share my first results and any challenges.
August 15, 2022
by Denis Magda DZone Core CORE
· 7,502 Views · 8 Likes
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Authentication and Authorizing for WebService/REST API Calls
Follow this overview of how the concerns of Authentication and SSO come together to plug into Authorization (mainly in the scope of API authorization).
August 15, 2022
by Ravi Kiran Mallidi DZone Core CORE
· 7,208 Views · 4 Likes
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What Is Pydantic?
Pydantic can be used with any Python-based framework and it supports native JSON encoding and decoding as well. Here, learn how simple it is to adopt Pydantic.
August 15, 2022
by Sameer Shukla DZone Core CORE
· 26,773 Views · 6 Likes
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How to Upgrade TiDB Safely
How to use this toolkit to test your upgrade process and how it helps you upgrade your TiDB with ease and happiness.
August 15, 2022
by Canyu Zhang
· 4,919 Views · 2 Likes
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What Is Network-Attached Storage(NAS), and How Does It Work?
NAS is not a new technology but still plays a crucial role in providing capable data storage and accessibility through centralized storage connected to a network.
August 15, 2022
by Nitish Singh DZone Core CORE
· 6,937 Views · 4 Likes
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AI Not Living Up to the Hype? It’s a Communications Problem
The limiting factor is an inability to tell AI what to do without having to use technical details and code.
August 15, 2022
by Christian Frederiksen
· 6,367 Views · 1 Like
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Workout Tracking With Your App in the Background
An article about how to keep track of workout data in the background for a fitness app.
August 14, 2022
by Jackson Jiang
· 4,704 Views · 2 Likes
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MySQL's UTF-8 Isn't Real
In this blog, we will figure out why you should avoid using UTF-8 in MySQL and what to choose instead.
August 14, 2022
by Lukas Vileikis
· 7,085 Views · 3 Likes
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Mocking the java.time API for Better Testability
Date/time logic has many edge cases. Here, we'll look at strategies to bend the clock to your will for better testability.
August 14, 2022
by Jasper Sprengers
· 30,262 Views · 5 Likes
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Neural-Symbolic Regression: Distilling Science from Data
Learn about neural-symbolic regression, how data scientists can make use of these algorithms, and what the future holds for them within deep learning.
August 14, 2022
by Kevin Vu
· 6,355 Views · 1 Like
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What Should I Choose in 2015 - Cloud Hosting VS VPS Hosting?
This article was originally published on 1/5/14 The countdown for 2015 has already begun and so are the businesses eager to roll out new strategies and technical innovations with the New Year. Especially the entrepreneurs. 2014 has been a year of many ups and downs for most ventures due to the various algorithm updates rolled out by the search giant. Yet, overall 2014 has been a successful year for many companies that focused on adaptation to the technological shifts. 2015 too would be a year when many ventures would be a part of this transition – either to sustain or compete in the competitive market. Learning and recruiting people with new skills and implementing new tactics would be vital look-out next year. Considering the evolution in technology, virtualization, or rather cloud-based virtualization and remote management can be a key consideration for businesses that haven’t upgraded their IT to it yet. With the ever-increasing number of online stores and eCommerce sites, a strong emphasis would be given to scalable services – preferably automatic scaling. 2014 indeed saw growth in the adoption of cloud technology and mobile platform for business websites, moreover it’s also proved beneficial not just to buyers but also to retailers using eCommerce to run their operations. Talking about hosting, the term ‘cloud computing or cloud hosting’ was heard from almost every corner of the Industry. Due to the consistent advancements in the area of virtualization and remote operations, conventional organizations and new firms are increasingly opting for similar hosting solutions today. Let’s take a sneak peek at the two types of virtualization solutions that we have access to today. Cloud Hosting: Does it Make Sense? From a cost perspective, there is no doubt that cloud hosting is beginning to make a lot more sense for many website developers. They understand that they need to do something about getting their websites up, and the best way to make it happen is to use cloud hosting. It is so cost-effective because there are now plenty of services that offer cloud hosting to those who need it. You don’t really need to shop around for this service in the ways that you used to, and the costs have come down considerably as the infrastructure has improved. Thus, you may want to look into this as a possible way to spend some of your time and resources. Virtual Private Server (VPS) Hosting – VPS in simple terms is where a single physical server is divided into smaller virtual servers using virtualization technology. For that purpose, VMWare and HyperV (hardware hypervisors) are the two technologies that actually made a mark in 2014. Having a physical dedicated server virtualized using one of the hypervisors, allows the creation of multiple servers that inherit the properties of the base server - each acting as a dedicated server in itself (in a virtual environment). One of the major benefits of VPS hosting is, that dedicated resources can be assigned to the virtual machines. Much similar to that of a physical server. Pros – It offers flexibility along with complete control/root access to the server. VPS is typically less expensive as compared to cloud hosting. The user can modify the settings on the server to adjust it according to the requirements. Through a shared environment, VPS clients can take leverage of dedicated environments with specific resource allocations. With VPS hosting, dedicated IPs can be allocated to each account. Unless it is a hardware failure, any virtual server is affected and exposed to downtime, the other servers aren’t affected. As users get root access to the particular server, one can choose the operating system and install any required software which makes it quite easy to manage the VPS. Cons – If there is any problem with the VPS server and needs maintenance or rebooting or has a hard drive error then all accounts hosted on it would face downtime. Despite the inheritance of characteristics of a dedicated server, computing resources of the physical server are still distributed across VPS accounts. Hence, ill operations run by a neighboring account can pose an impact on your server. Though one can choose an operating system (OS) only one OS can run on each physical server. Storage space on each server is limited and so when your VPS reaches the maximum capacity, arrangements for additional space or migration to new hardware remain the only option. Which again means downtime. Cloud Server Hosting – Slightly an enhanced version of virtualization, a cloud server makes use of multiple servers which are connected together in a single network – known as a cluster which is backed by RAID configurations. Users would still have root access to the Virtual machine, but in this case, the resources are pulled from a massive pool and released back when unused. Pros – Cloud hosting offers greater flexibility as it is extended to multiple physical machines pooling in their resources into one. The storage space as well as the other resources can be scaled up/down as per requirements. If any physical server runs down or fails, the virtual machines or VMs have transported automatically to other servers within the same cluster. Hence avoiding the downtime resulting in the cloud hosting being more reliable. Since a VM uses resources from a massive pool, the question of running out of it is negligible. This helps ensure optimum performance – even during peak hours. Each client on the cloud has the privilege to choose the operating system individually. Though a load of other cloud customers increases, the computing resources – RAM, CPU performance, and bandwidth being pooled in by multiple physical servers, result in a near unlimited supply of resources. The cloud server is easier to suffice custom requirements. It means clients can choose the OS, firewall, control panels, and other applications. Cons – There’s only one disadvantage of cloud in comparison to a VPS, ie, it's a little more expensive. As a matter of fact, both the solutions have been popular in the year 2014 despite their individual benefits and demerits. Where VPSs were opted for by websites for whom scalability and up-time weren’t much of a concern, while on the other hand, the sites that did require them opted for cloud solutions. A few service providers even offered a pay-per-use billing model in Cloud, where users would only pay for the resources that their sites/applications have actually used. With further work being put into the development of the Cloud, and an increasing volume of applications depending more on the cloud, 2015 is expected to be more of a cloud-friendly year.
Updated August 13, 2022
by Kelvin Smith
· 5,992 Views · 1 Like
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