Dynamic Log Monitoring in Kubernetes Applications with Lightrun
Open Source For You|August 2023
Embrace the potential of Lightrun, a powerful logging and monitoring framework, to streamline operations, reduce maintenance efforts, and gain deeper insights into the health and performance of your Kubernetes applications in the cloud.
- Dr Magesh Kasthuri
Dynamic Log Monitoring in Kubernetes Applications with Lightrun

Observability is very important to understand the behaviour of cloud resources and monitor their health. There are two options available for choosing observability services – native services provided by cloud service providers (like Azure, AWS and GCP) and third party services like Lightrun, Grafana and Prometheus. Third party tools are cloud-agnostic and can be easily integrated into the cloud services.

Real-time monitoring and tracking of resources plays an important role in cloud architecture as it helps to understand the behaviour, health status and utilisation of cloud services easily as well as to drive CloudOps. Operational metrics in a cloud environment, like logs and usage traces, are often high in volume making their analysis a tedious task. However, analysing, managing and monitoring these metrics can provide valuable insights into performance, usage patterns and application/ infrastructure health. Observability tools like Lightrun prove to be handy in visually interpreting monitoring logs through a dashboard to identify anomalous behaviour or check the health of an application.

This is more complex in container applications in cloud platforms (private cloud or public cloud). Realtime monitoring of health-checks, status, logs and even notification of Kubernetes services, along with getting diagnostic information in real time, are common features of cloud services. Designing an observability pattern led solution for the monitoring and management of services requires quick analysis of critical issues on any cloud platform. Infrastructure monitoring and observability are important for any cloud architecture; these must provide a solution that caters to business goals while ensuring cost-effective maintenance and operational support.

この蚘事は Open Source For You の August 2023 版に掲茉されおいたす。

7 日間の Magzter GOLD 無料トラむアルを開始しお、䜕千もの厳遞されたプレミアム ストヌリヌ、9,000 以䞊の雑誌や新聞にアクセスしおください。

この蚘事は Open Source For You の August 2023 版に掲茉されおいたす。

7 日間の Magzter GOLD 無料トラむアルを開始しお、䜕千もの厳遞されたプレミアム ストヌリヌ、9,000 以䞊の雑誌や新聞にアクセスしおください。

OPEN SOURCE FOR YOUのその他の蚘事すべお衚瀺
Linux Foundation launches LF India to foster open source innovation and support in India
Open Source For You

Linux Foundation launches LF India to foster open source innovation and support in India

The Linux Foundation, a nonprofit organisation dedicated to driving innovation through open source, has announced the launch of LF India.

time-read
1 min  |
January 2025
Red Hat launches Ansible Automation Platform Service on AWS
Open Source For You

Red Hat launches Ansible Automation Platform Service on AWS

Red Hat, Inc., has announced the general availability of the Red Hat Ansible Automation Platform Service on Amazon Web Services (AWS) as a managed offering available through AWS Marketplace.

time-read
1 min  |
January 2025
Fedora Asahi Remix 41 is now generally available
Open Source For You

Fedora Asahi Remix 41 is now generally available

The Fedora and Asahi Linux projects have announced the general availability of Fedora Asahi Remix 41, the latest version of this distribution tailored for Apple Silicon Macs.

time-read
1 min  |
January 2025
SageMath: A Second Glance at Cybersecurity
Open Source For You

SageMath: A Second Glance at Cybersecurity

The eighth article in the series on SageMath explores a classical encryption scheme called the Rail Fence cipher and introduces the concept of symmetric-key encryption.

time-read
10+ 分  |
January 2025
Building Cross-Platform Mobile Apps with lonic
Open Source For You

Building Cross-Platform Mobile Apps with lonic

Mobile apps are an intrinsic part of daily life today we use them to order food, groceries, taxis, and more. As these apps need to work across platforms, developers are focusing on cross-platform app development so that they code only once to create apps that function on multiple platforms. lonic is a framework that can help developers build apps faster than with native app development, while saving them time and money. Let’s learn how to install and deploy it.

time-read
3 分  |
January 2025
Open Source AI Frameworks: Integrating AI with lot
Open Source For You

Open Source AI Frameworks: Integrating AI with lot

Open source Al helps loT devices learn, adapt, and automate actions based on real-time data, improving convenience and security. Here’s an overview of six key open source Al frameworks that help integrate Al with loT, and the challenges they face.

time-read
4 分  |
January 2025
Open Source loT: A Primer for Everyone
Open Source For You

Open Source loT: A Primer for Everyone

Open source IoT platforms promise to play a central role in shaping the future, making it possible for more people and businesses to benefit from smarter, more efficient solutions. We look at a brief history of this tech and explore emerging trends.

time-read
10+ 分  |
January 2025
Using Open Source and Blockchain to Build Decentralised loT Networks
Open Source For You

Using Open Source and Blockchain to Build Decentralised loT Networks

Explore how blockchain is being integrated with loT to create decentralised networks. Find out how leading open source projects like IOTA and Streamr use blockchain to ensure data integrity, security, and privacy in loT ecosystems.

time-read
8 分  |
January 2025
Internet of Things: Running Language Models on Edge Devices
Open Source For You

Internet of Things: Running Language Models on Edge Devices

Let’s delve into the technical aspects, challenges, and benefits of deploying language models on edge/loT devices.

time-read
8 分  |
January 2025
How Open Source is Making Quantum Computing Accessible to Everyone
Open Source For You

How Open Source is Making Quantum Computing Accessible to Everyone

Open source initiatives are breaking down the barriers to quantum computing, making it accessible to everyone. Explore what quantum computing is, the challenges of traditional adoption, how open source platforms are democratising the technology, and how you can get started in this exciting domain.

time-read
5 分  |
January 2025