Operations | Monitoring | ITSM | DevOps | Cloud

Machine Learning and Infrastructure Monitoring: Tools and Justification

In the rapidly changing world of technology, effective monitoring is critical for maintaining your infrastructure and ensuring it performs effectively. While traditional monitoring methods are effective, they can fall short as systems scale and become more dynamic and complex. This article aims to bridge the gap by introducing software engineers to the power of machine learning (ML) in infrastructure monitoring, outlining not just the ‘how’ but the ‘why’ of its application.

AI-powered Autofix debugs & fixes your code in minutes

Sentry knows a lot about the inner workings of an application’s codebase. So we got to thinking, how can we use this rich dataset to make debugging with Sentry even faster? Many generative AI (GenAI) tools (e.g. GitHub Copilot) improve developer productivity in their dev environment, though few have the contextual data Sentry has to help fix errors in production.

Use full context to unite observability and ops teams

IT teams are the invisible engines powering every modern organization. Yet they battle constantly to ensure the availability and reliability of applications and services across fragmented, hybrid-cloud infrastructures. In particular: Fragmented tools, siloed workflows, and inconsistent manual processes create an IT nightmare. Despite investing millions in observability and ITSM platforms, teams face alert fatigue, reactive incident response, and persistent outages.

Cloud migration vs modernization - What's the difference?

Cloud migration vs modernization – What are the nuances? Cloud migration involves moving applications and data to the cloud often with minimal changes to their architecture. Cloud migration projects usually aim to leverage cloud infrastructure for benefits such as scalability, flexibility and reduced on-prem maintenance.

InvGate Insight Discovery Now Supports Agentless Discovery for Windows Devices

Coming to enhance the tool's network scanning capabilities, we are ready to announce that InvGate Insight supports agentless discovery for Windows devices! This means that, as from now, you can gather comprehensive information from windows devices without the need for them to have an agent installed. All you have to do to get it running is to configure the WMI protocol on your Windows devices so that InvGate Discovery is enabled to have remote access to it.

9 Best Remote Desktop Alternatives

With hybrid and remote work environments, many employees need to access their office desktop computers from another device. IT admins also need an efficient IT help desk available to help them troubleshoot and quickly resolve issues with the end users from any location. As a result, a number of organizations have turned to network communication protocols such as remote desktop protocol (RDP). While RDP gets the work done, more comprehensive remote access solutions exist.

What Is AWS Compute Optimizer? A Newbie-Friendly Guide

Amazon Web Services (AWS) offers the convenience of choosing specific virtual machine combinations to meet your compute needs. Unlike traditional data centers, you can also scale your cloud resources automatically to meet fluctuating workload needs. The best part is that you can rightsize your workload requirements to specific instance types (VM types) offered by AWS. By hand, this takes a lot of time and is prone to errors. This is where AWS Compute Optimizer comes into play.