AI/ML Resources

How Are Artificial Intelligence(AI) And Machine Learning(ML) Revamping Performance of DevOps?

DevOps performance is critical for a business to succeed, and automation can give a boost to this aspect. Learn how AI and ML improve the performance of DevOps.

Updated January 31, 2022

by Sucheta Saxena

· 17,311 Views · 3 Likes

Accelerate the End-to-End Machine Learning Training Pipeline by Optimizing I/O

This article is the first in a series introducing the architecture and solution to accelerate machine learning model training.

January 30, 2022

by Bin Fan

CORE

· 4,644 Views · 3 Likes

Sticky Session Load Balancing (Part 2): MQTT Broker Clustering

This article introduces MQTT sessions and provisioning an HAProxy load balancer in front of the EMQ X cluster to take full advantage of the sticky-session load balancing.

January 29, 2022

by Zaiming (stone) Shi

· 20,337 Views · 3 Likes

Making APM a Company-Wide Effort

Take a closer look at how application performance management/monitoring (APM) can help manage expectations for performance, availability, and user experience.

January 28, 2022

by Joana Carvalho

CORE

· 3,292 Views · 4 Likes

Supervised vs Unsupervised Machine Learning

In this article, we will break down the differences with examples of both supervised and unsupervised learning for building better AI programs.

January 27, 2022

by Kevin Vu

· 5,582 Views · 2 Likes

Tutorial on Voice Technology Implementation

Discovering the possibilities of voice technology, by exploring its installation process and revealing the needed code and screens for a successful setup.

January 26, 2022

by Tetiana Stoyko

· 5,772 Views · 2 Likes

A New Approach to Solve I/O Challenges in the Machine Learning Pipeline

This blog in our machine learning series compares the traditional solutions with Alluxio's in solving I/O challenges in the machine learning pipeline.

January 26, 2022

by Bin Fan

CORE

· 3,722 Views · 2 Likes

Synchronous Replication in Tarantool (Part 3)

Tarantool offers synchronous replication and the Raft-based algorithm for choosing a leader. In this series, learn of the algorithm's design and implementation.

January 24, 2022

by Vladislav Shpilevoy

· 4,727 Views · 5 Likes

[Resolved] CROSSSLOT Keys Error in Redis Cluster-Mode Enabled

In this article, we are going to learn why the "CROSSSLOT Keys in request don't hash to the same slot" error happens in a Redis cluster and how to solve it.

January 24, 2022

by Valerio Barbera

· 4,902 Views · 2 Likes

Use Machine Learning to Observe API Metrics

Modern observability should have telemetry data stored in a single platform to apply correlation and causation. Here's how to observe with Elastic and Kuma.

January 23, 2022

by Vik Gamov

· 3,035 Views · 3 Likes

10 Best Data Analysis and Machine Learning Libraries/Tools

If you are looking for the best Python libraries for data science, machine learning, data analysis, and deep learning then you have come to the right place.

January 23, 2022

by Javin Paul

· 8,374 Views · 4 Likes

6 Top Cloud Cost Optimization Issues To Avoid in 2022 and How To Deal With Them

Read this post to discover the most common issues that make us waste cloud resources, time, and money, and find out proven solutions to them.

January 23, 2022

by Laurent Gil

· 4,118 Views · 2 Likes

Getting Started With Hugging Face Transformers for NLP

Hugging Face has established itself as a one-stop-shop for all things NLP. In this post, we'll learn how to get started with hugging face transformers for NLP.

January 23, 2022

by Kevin Vu

· 6,717 Views · 3 Likes

How to Animate a Picture by Leveraging the AI Algorithms

This tutorial explains the process of animating a picture by leveraging AI algorithms. Read below to learn how to do this yourself!

January 21, 2022

by Jackson Jiang

CORE

· 3,928 Views · 4 Likes

Top 3 Chatbot Security Vulnerabilities in 2022

In this article, we'll learn about the top 3 chatbot security vulnerabilities, possible attack vectors, and their defenses. We'll also discuss the risk mitigation best practices.

January 21, 2022

by Florian Treml

· 11,279 Views · 4 Likes

Load Balancing — MQTT Broker Clustering Part 1

A quick introduction to MQTT message broking, the challenges of clustering, and then load balancing.

January 21, 2022

by Zaiming (stone) Shi

· 20,407 Views · 3 Likes

Optimization Techniques Using Java Streams

In this post, we'll focus on how to handle the post-processing of the data using Java Streams. We'll also see very powerful techniques to optimize and order the results.

Updated January 21, 2022

by Manu Barriola

· 13,174 Views · 10 Likes

Software Testing Trends to Win in 2022

Take a look at the drivers in IT organizations that are contributing to the changing landscape and how the software testing landscape is shaping up in 2022

January 20, 2022

by Rahul Pandey

· 4,368 Views · 4 Likes

An Introduction to Adversarial Machine Learning

Adversarial machine learning is concerned with the design of machine learning (ML) algorithms that can resist various security challenges and attackers.

January 18, 2022

by Miguel Hernandez

· 3,248 Views · 5 Likes

Solving Four Kubernetes Networking Challenges

Deploying across multiple clouds, maintaining multiple environments, and ensuring reliable and scalable network policies; we’ll look at how to tackle those challenges.

January 18, 2022

by Michael Bogan

CORE

· 21,283 Views · 6 Likes

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