Table of Contents Introduction What is AutoML? Why is AutoML the need of the future? Various AutoML Platforms Will AutoML replace data scientists? Conclusion References Introduction An old idea that has changed everything is automation. Every tool and method we have...
systems
Distribution and Partitioning in Graph Databases
What Is a Distributed System? Generally, a distributed system is a set of computer programs that work together across multiple independent servers to achieve a common goal. Those servers refer to those commodity servers instead of mainframes. The hardware for...
What Are SpeedUp and ScaleUp in DBMS?
In this article, we will discuss all the SpeedUp and ScaleUp in DBMS, two of the fundamental concepts from Parallel Processing for Databases that are used for tweaking databases. Speedup Data warehouses carrying several hundred gigabytes of data are now relatively...
Required Capabilities in Self-Navigating Vehicles
This article is adapted from my new book, Modern Computer Architecture and Organization. Second Edition, published by Packt Publishing. For more detail on the mathematics and economics of self-driving vehicle architectures, including details on implementing the CNN...
BlackCat Ransomware That Breached More Than 60 Organizations
The BlackCat ransomware that caused headaches for more than 60 organizations worldwide is now decryptable, thanks to the effort of security researchers. Yes, you read that correctly. The ransomware, first spotted in the wild in October 2019, can now be decrypted for...
7 Tips for Using Instrumentation and Metrics
Before the acceleration of modern DevOps practices, software engineers primarily wrote code. Now the job is so much more — from getting apps production-ready and iterating quickly to scale new services to architecting system compatibility and ensuring compliance and...
Open Source Software (OSS) Quality Assurance – A Milvus Case Study
Quality assurance (QA) is a systematic process of determining whether a product or service meets specific requirements. A QA system is an indispensable part of the R&D process because, as its name suggests, it ensures the quality of the product. This post...
