Operational Database Management Systems
Mohammad Taher Pilehvar, Tehran Inst. of Advanced Studies Jose Camacho-Collados,Cardiff University Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP). Encoding information into a low-dimensional vector representation,...
Apostolos N. Papadopoulos, Eleftherios TiakasTheodoros Tzouramanis, Nikolaos Georgiadis, Yannis Manolopoulos Morgan & Claypool Publisher This book is a gentle introduction to dominance-based query processing techniques and their applications. The book aims to present fundamental...
With the explosive growth of mobile computing and Internet of Things (IoT) applications, as exemplified by AR/VR, smart city, and video/audio surveillance, billions of mobile and IoT devices are being connected to the Internet,...
Conversational AI Dialogue Systems, Conversational Agents, and Chatbots Michael McTear, Ulster University Advances in AI, particularly in deep learning, along with the availability of massive computing power and vast amounts of data, have led to...
AI for Computer Architecture. Principles, Practice, and Prospects Lizhong Chen, Oregon State UniversityDrew Penney, Oregon State UniversityDaniel Jiménez, Texas A&M University Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture...
The exponential growth in computational power is slowing at a time when the amount of compute consumed by state-of-the-art deep learning (DL) workloads is rapidly growing. Model size, serving latency, and power constraints are...
Algorithmic bias can affect us everywhere, from minor trivia such as our social media feeds to critical decisions where bias can wreak havoc with a person’s life dream or a company’s survival. Often specific...
Shaoshan Liu, PerceptIn Liyun Li, Xpeng Motors Jie Tang, South China University of Technology Shuang Wu, YiTu Jean-Luc Gaudiot, University of California, Irvine This book is one of the first technical overviews of autonomous vehicles written for a...
We’re excited to announce the release of Graph Databases For Dummies, the must-read introductory book to graph databases. If you’re already a seasoned graph expert, share it with fellow developers or business leaders who might...
We’re proud to announce the publication of the first book in our new Network Systems series, written by experts from the Open Networking Foundation and Princeton University. 5G Mobile Networks: A Systems ApproachLarry Peterson, Open Networking...