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

AI And Its Assistance in Medical Diagnosis

Artificial Intelligence (AI) is a phrase that can be found in practically every business, not just in manufacturing and logistics but also in education, cybersecurity, and many other areas. AI in healthcare was once misunderstood as a competitor to medical experts, but it is today recognized as a second helping hand of professionals that never … 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

How Many GPUs Should Your Deep Learning Workstation Have?

Choosing the Right Number of GPUs for a Deep Learning Workstation If you build or upgrade your deep learning workstation, you will inevitably wonder how many GPUs you need for an AI workstation focused on deep learning or machine learning. Is one adequate, or should you add 2 or 4? The GPU you choose is … 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

Fintech and AI: Artificial Intelligence in Finance

The impact and the innovation of AI can be seen everywhere, and fintech is no exception. The power of financial industries to shape the traditional financial institution is growing because of the advances in disruptive intelligence. AI-powered and machine learning technologies in fintech will help analyze large data sets in real-time and have the ability … Read more