These top 10 Architectural Characteristics covers most of the aspect of a large-scale project.

The outbox pattern is a proven approach for addressing the concern of data exchange between microservices. The saga pattern, is useful for data updates that span multiple microservices.

Choosing the right architecture for a software project is crucial to building a maintainable and scalable application. In this post, we will demystify some of…

The main SDN Architecture Components are Network Devices, SDN Conroller, Soundbound and Northbound Interface, NOS, Application and Services.

As a non-technical person, I was always struggling to understand the under-the-hood side of applications. It got better over time: thanks to various books, articles, meetups, my technical friends…

Git Merge vs. Rebase vs. Squash Commit. . . What are the differences? When we 𝐦𝐞𝐫𝐠𝐞 𝐜𝐡𝐚𝐧𝐠𝐞𝐬 from one Git branch to another, we can use ‘git merge’… | 16 comments on LinkedIn

This paper aims to explore the cyber-deception-based approach and to design a novel conceptual model of hybrid threats that includes deception methods. Security programs primarily focus on prevention-based strategies aimed at stopping attackers from getting into the network. These programs attempt to use hardened perimeters and endpoint defenses by recognizing and blocking malicious activities to detect and stop attackers before they can get in. Most organizations implement such a strategy by fortifying their networks with defense-in-depth through layered prevention controls. Detection controls are usually placed to augment prevention at the perimeter, and not as consistently deployed for in-network threat detection. This architecture leaves detection gaps that are difficult to fill with existing security controls not specifically designed for that role. Rather than using prevention alone, a strategy that attackers have consistently succeeded against, defenders are adopting a more balanced strategy that includes detection and response. Most organizations deploy an intrusion detection system (IDS) or next-generation firewall that picks up known attacks or attempts to pattern match for identification. Other detection tools use monitoring, traffic, or behavioral analysis. These reactive defenses are designed to detect once they are attacked yet often fail. They also have some limitations because they are not designed to catch credential harvesting or attacks based on what appears as authorized access. They are also often seen as complex and prone to false positives, adding to analyst alert fatigue. The security industry has focused recent innovation on finding more accurate ways to recognize malicious activity with technologies such as user and entity behavioral analytics (UEBA), big data, artificial intelligence (AI), and deception.

𝐌𝐋 𝐎𝐩𝐬 𝐋𝐢𝐟𝐞 𝐂𝐲𝐜𝐥𝐞 Machine Learning Operations, is a set of practices and tools that aim to integrate machine learning (ML) models into the… | 16 comments on LinkedIn

Recently, someone asked me what the difference between NodePorts, LoadBalancers, and Ingress were. They are all different ways to get external traffic into your cluster, and they all do it in…

Now, more than ever, technology plays a pivotal role in the entire process of how we gather and use data. Technology has changed the way data is produced, processed and consumed. As the big data

お知らせ2022年初頭に本記事を元にしたAWS書籍が技術評論社より全国出版決定いたしました。関係者各位のご協力に深く感謝いたします。タイトル：AWSエンジニア入門講座――学習ロードマップで体系…

This tutorial and example will walk through a simple ERD of a file sharing system. Details of the tables included.

Troubleshooting in Kubernetes can be a daunting task. In this article you will learn how to diagnose issues in Pods, Services and Ingress.

Prometheus monitoring is fast becoming the Docker and Kubernetes monitoring tool to use. Learn to implement Kubernetes monitoring with Prometheus.

Load Balancer vs API Gateway vs Backend-For Frontend simplified. ✅ Load Balancer When you check in to a hotel, you are usually greeted by a receptionist. The… | 28 comments on LinkedIn

Are you new to Kubernetes or considering using it for your applications? While Kubernetes is a powerful set of tools for managing automatically scalable, highly available distributed cloud-native…

Kubernetes Architecture Kubernetes is a stack of services that work together to manage all the hosts, Kubernetes cluster is what we call...