Mon.May 22, 2023

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What Is Istio Ambient Mesh?

DZone

What Is Istio Ambient Service Mesh? Istio, an open-source and widely used service mesh, is used to manage network and security for cloud-native applications. In September 2022, Istio project released ambient mesh — a modified and sidecar-less data plane for Istio developed for enterprises that want to deploy mTLS and other security features first, and seek to deploy an advanced network later.

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Using anti-requirements to find system boundaries

Particular Software

We all love building greenfield projects. 1 But inevitably, starting a new project involves lots of meetings with business stakeholders to hash out initial requirements and canonical data models. Those are…not so fun. When one of those meetings occurs after a carb-heavy lunch, it’s easy for your mind to drift away…back to those university lectures about entity design.

Systems 98
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VPN Architecture for Internal Networks

DZone

In today's hyperconnected digital landscape, secure internal networks have become a cornerstone of corporate infrastructure. This crucial aspect of operations is often bolstered by robust VPN technologies, such as OpenVPN. As a leading solution in the realm of VPN , OpenVPN's architecture plays a critical role in enhancing corporate network security and connectivity.

Network 301
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Mastering Time Series Analysis: Techniques, Models, and Strategies

DZone

Time series analysis is a specialized branch of statistics that involves the study of ordered, often temporal data. Its applications span a multitude of fields, including finance, economics, ecology, neuroscience, and physics. Given the temporal dependency of the data, traditional validation techniques such as K-fold cross-validation cannot be applied, thereby necessitating unique methodologies for model training and validation.

Strategy 293
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Testing, Monitoring, and Data Observability: What’s the Difference?

DZone

When it comes to making your data more reliable at scale, you can take a few routes: test your most critical pipelines and hope for the best, automated data quality monitoring, and end-to-end data observability.

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You’ve Got Mail… and It’s a SPAM!

DZone

When Celina John finalized her college project “Spam Classification through Machine Learning Algorithms,” we didn’t expect the scope of the work to be so huge since the domain has been constantly evolving and we had to firm up the scope and key deliverables. As technology grows, spam is growing exponentially in all electronic communication channels, be it email, short message service, or social media.