Introduction to Serverless Machine Learning (Part 2)
In the previous post of our Serverless Machine Learning mini-series, we discussed how to develop and package a predictive model using scikit-learn. This was to prepare a model that could be used in the...
View ArticleImplementing Distributed Tracing with Istio and Envoy
In the past few years, several organizations made the jump from monoliths to microservices architecture. This architectural pattern breaks down a large complex application into a collection of smaller...
View ArticleCNCF Tools Series: Linkerd – Service Mesh for Kubernetes
In the past few years, several organizations have started to adopt a microservice architecture. This architecture type creates a large complex application out of a collection of services that are...
View ArticleWhat Tools Does a DevOps Engineer Actually Use?
“DevOps” is a recently coined term that combines the realm of “development” with that of “operations.” So in theory, a DevOps engineer is someone who is proficient in both of these areas and...
View ArticleOpen-Source Monitoring Tools: In-Depth Comparison
In recent years, infrastructure and application architecture has gone through a paradigm shift toward the cloud and microservices. This has meant that applications are getting smaller and more...
View ArticleStreaming ECS and Fargate Logs to Elasticsearch
Container technology is now a cornerstone of every cloud provider’s infrastructure offerings, and AWS provides various managed services, such as Amazon ECS and EKS, to orchestrate these containers. In...
View ArticleStreaming ECS and Fargate Logs to Elasticsearch
Container technology is now a cornerstone of every cloud provider’s infrastructure offerings, and AWS provides various managed services, such as Amazon ECS and EKS, to orchestrate these containers. In...
View ArticleYour Guide for Monitoring AWS Lambda with Epsagon
These days, the serverless approach to building applications is only getting more and more popular. It looks like the large-scale adoption of serverless is expected to take place this year, with the...
View ArticleTroubleshoot Frontend Applications with Epsagon
With the explosion of web applications, users have many options to choose various products with almost the same capabilities as yours. That means, if your product fails, is not responding, or is unable...
View ArticleMonitor AWS Lambda Functions on AWS Graviton2 powered EC2 instances with Epsagon
Arm architecture is ubiquitous in today’s smartphones, IoT devices, and even some laptops. Earlier, the adoption of Arm-based processors was due to the low cost and low power consumption. However, in...
View ArticleMaking the Most Out of OpenTelemetry
OpenTelemetry is the observability solution supported by CNCF. It follows the same standards as OpenCensus and OpenTracing, meaning you can more easily prevent vendor lock-in since it decouples your...
View ArticleTroubleshooting Using Prometheus Metrics in Epsagon
Observability is crucial for modern application development, as it enables organizations to achieve tighter control over dynamic systems. In addition to the inherent complexities of an application...
View ArticleGetting Started with AWS Lambda and Ruby
In this article, we’ll guide you through how to develop and deploy a small serverless Ruby application using the Serverless Framework and AWS Lambda. We’ll show you how to create the resources, deploy...
View ArticleThe Importance of Application and Infrastructure-Level Dashboards in Cloud...
In the current infrastructure world, we all understand the critical importance of monitoring when it comes to running a business. Dashboards offer a single pane for a high-level view of all your...
View ArticleIntroduction to Synthetic Monitoring
Software applications have become key drivers to realizing growth and profitability in the modern business world. Consequently, application performance has become more significant to business...
View ArticleUsing Deployment Markers to Enhance Observability
A Deployment is a Kubernetes object that instructs the platform on how to create and modify instances of pods running applications. Deployment objects enable developers to create declarative updates...
View ArticleIssue Management and Error Tracking
Modern applications rely on complex ecosystems of multiple tools, processes, and distributed teams. While adopting a DevOps methodology to streamline such workflows is one of the most crucial...
View ArticleHow to Implement Circuit Breaker Patterns
Microservices architecture has a lot of moving components, and it is distributed in nature. Distributed applications communicate over networks, which are inherently unreliable. Failures are inevitable...
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