AI and Data Science in Aviation Industry

A New York Times piece last year addressed the question, “Are you ready to fly without a human pilot?” which sparked a vigorous conversation on Facebook. Many users responded with comments that were quite emotional, and other users also volunteered their expertise on the aviation sector. Others claimed that people were more amenable to accepting … Read more

Hyperautomation: Your Digital Transformation – DZone Performance

The concept of automation is constantly expanding as time passes. IT executives have already seen the potential of automation and how it makes the entire process smoother. They are now looking for new methods to use hyperautomation to fulfill digital transformation goals. As per a market study done by Global NEWSWIRE, in the next few … Read more

Model Quantization for Edge AI

Deep learning is witnessing a growing history of success. However, the large/heavy models that must be run on a high-performance computing system are far from optimal. Artificial intelligence is already widely used in business applications. The computational demands of AI inference and training are increasing. As a result, a relatively new class of deep learning … Read more

Python: A Befitting Approach to Develop AI Web Apps

A Brief Account of Artificial Intelligence Before digging into the roots of why to develop AI web apps in Python, let’s the basics, including meaning, discover facts, and figures of Artificial Intelligence. Facts are the foundation of a robust success journey that proves that we are heading in the right direction. In the case of … Read more

Leveraging AI and Machine Learning Technology For Medical Imaging

Breast cancer has been prevalent among females for some decades. However, it is the most pernicious cause of mortality among women worldwide — the data released by premier medical research organizations states so. “In 2020, there were 2.3 million women diagnosed with breast cancer and 685 000 deaths globally. As of 2020, 7.8 million women … Read more

Raft or Not? The Best Solution to Data Consistency in Cloud-native Databases

Consensus-based replication is a widely-adopted strategy in many cloud-native, distributed databases. However, it has certain shortcomings and is not the silver bullet. This post first aims to explain the concepts of replication, consistency, and consensus in a cloud-native and distributed database, then clarify why consensus-based algorithms like Paxos and Raft are not the silver bullet, … Read more

Applying Design Thinking to Artificial Intelligence. Why Should You Use It in Your AI-Based Projects?

Choosing the right project management methodology can be crucial for your project development. It will help you avoid mistakes, speed up the whole process, and support in discovering the problems of your target groups. The last issue is fundamental. Only after a deep understanding of the needs of your target group will you be able … Read more

TiDB’s Timestamp Oracle – DZone Database

Today, distributed databases lead the market, but time synchronization in distributed systems remains a hard nut to crack. Due to the clock skew, the time in different nodes of a distributed database cannot be synchronized perfectly. Many computer scientists have proposed solutions such as the logic clock by Leslie Lamport (the 2013 Turing Award winner), … Read more