Tag: Cloud
-
Developers journey to AWS Lambda
Posted on April 10, 2023, Level intermediate Resource Length long
AWS Lambda has a surprise learning curve. You create a new function, write your code, and it executes. Easy, right? Then you discover just how deep the rabbit hole goes. Deluged by so many topics, it's hard to know where to go next. By Stephen Sennett.
Tags serverless cloud aws devops microservices learning
-
NGINX tutorial: How to use OpenTelemetry tracing to understand your microservices
Posted on April 9, 2023, Level beginner Resource Length long
A microservices architecture comes with many benefits, including increased team autonomy and increased flexibility in scaling and deployment. On the downside, the more services in a system (and a microservices app can have dozens or even hundreds), the more difficult it becomes to maintain a clear picture of the overall operation of the system.Observability tooling gives us the power to build that picture across numerous services and supporting infrastructure. By Vijay Kanade.
Tags cloud nginx monitoring devops microservices servers
-
What is virtual memory? Meaning, architecture, benefits and challenges
Posted on April 8, 2023, Level beginner Resource Length long
Virtual memory speeds up the execution of heavier applications without running out of memory. Virtual memory is defined as a memory management method where computers use secondary memory to compensate for the scarcity of physical memory. By Vijay Kanade .
Tags cloud cio linux miscellaneous servers
-
Humanness in the age of AI
Posted on April 7, 2023, Level beginner Resource Length long
A path to an open and permissionless identity protocol. The Worldcoin project is initiating an open and permissionless identity protocol called World ID. It empowers individuals to verify their humanness online while maintaining their anonymity through zero-knowledge proofs. By @worldcoin.org.
Tags crypto big-data cloud cio data-science miscellaneous
-
How to connect to MySQL remotely with SSH PuTTY Tunnels: A step-by-step guide
Posted on April 6, 2023, Level beginner Resource Length long
MySQL is a popular relational database management system to organize and store data. Depending on your specific use cases and preferences, you can connect to a MySQL Server through a command-line interface, using GUI tools,such as dbForge Studio for MySQL, programming languages or via web-based interfaces such as phpMyAdmin. By Julia Evans.
Tags infosec cloud devops database servers
-
From 50 ML projects, 48 made it to production within 2 weeks. How?
Posted on March 20, 2023, Level beginner Resource Length medium
Putting machine learning (ML) models in production is considered an operational challenge that is performed after all the hard work on training and optimizing the model is completed. In contrast, serverless ML starts with a minimal model, including the operational feature pipeline(s) and inference pipeline. By Jim Dowling.
Tags big-data data-science cloud cio devops
-
Intrusion detection network – Protecting from cyber attacks
Posted on March 19, 2023, Level intermediate Resource Length medium
As cyber threats continue to evolve, it's essential for businesses to have systems in place to protect against attacks. One important tool in the cybersecurity toolkit is an intrusion detection network (IDN). By Priyanshu Sahay.
Tags infosec cloud cio miscellaneous how-to
-
A deep dive into AIOps and MLOps
Posted on March 14, 2023, Level intermediate Resource Length medium
Monitoring and managing a DevOps environment is complex. The volume of data generated by new distributed architectures (such as Kubernetes) makes it difficult for DevOps teams to effectively respond to customer requests. By Hicham Bouissoumer, Nicolas Giron.
Tags big-data data-science devops cloud
-
Deploy Apache Flink cluster on Kubernetes
Posted on March 11, 2023, Level intermediate Resource Length medium
When it comes to deploying Apache Flink on Kubernetes, you can do it in two modes, either session cluster or job cluster. A session cluster is a running standalone cluster that can run multiple jobs, while a Job cluster deploys a dedicated cluster for each job. By Elvis David.
Tags apache devops cloud data-science big-data
-
Why and how to replace end-to-end tests with synthetic monitors
Posted on March 9, 2023, Level beginner Resource Length medium
An older article about potential alternative to classic end-to-end tests: synthetic monitors. A thousand tests can't prove your software works. They can only prove it doesn't. When your code reaches production, even the most thorough end-to-end tests can't prevent your users from seeing that "500 - Unexpected Server Error" screen that keeps you awake at night. By Lucas da Costa.
Tags programming cloud tdd miscellaneous performance agile
-
API rate limiting vs. API throttling: How are they different?
Posted on March 8, 2023, Level intermediate Resource Length medium
The explosive growth of digital services and mobile devices has created new challenges for developers trying to support users with different needs and usage patterns. High user demand, limited network data plans, and user frustration all combine to create a need for API throttling. By Vyom Srivastava.
Tags apis cloud devops management
-
How IBM's new supercomputer is making AI foundation models more enterprise-budget friendly
Posted on March 7, 2023, Level beginner Resource Length medium
Foundation models are changing the way that artificial intelligence (AI) and machine learning (ML) are able to be used. All that power comes with a cost though, as building AI foundation models is a resource-intensive task. By Sean Michael Kerner.
Tags ibm cloud management