Mohammad Javad Amiri, Divyakant Agrawal, Amr El Abbadi
Sari: Synthesis Lectures on Data Management
(Ilmumisaeg: 10-Jun-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031910579)
This book offers a thorough overview of permissioned blockchain systems, emphasizing how they can tackle key challenges in large-scale transaction management systems. Modern transaction systems operate in untrustworthy environments where numerous...Loe edasi...
This book examines the recent trend of extending data dependencies to adapt to rich data types in order to address variety and veracity issues in big data. Readers will be guided through the full range of rich data types where data dependencies have...Loe edasi...
This book takes readers through the sensational history of blockchains and their potential to revolutionize database systems of the future. In order to demystify blockchains, the book capitalizes on decades of research and field testing of existing d...Loe edasi...
(Ilmumisaeg: 31-Mar-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031271762)
This book examines the recent trend of extending data dependencies to adapt to rich data types in order to address variety and veracity issues in big data. Readers will be guided through the full range of rich data types where data dependencies have...Loe edasi...
Pingcheng Ruan, Tien Tuan Anh Dinh, Dumitrel Loghin, Meihui Zhang, Gang Chen
Sari: Synthesis Lectures on Data Management
(Ilmumisaeg: 05-Dec-2022, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031139789)
This book takes readers into the history of blockchains to explain the phenomenon that has taken the world by storm. Underpinned by blockchain technology, Bitcoin created a peer-to-peer system that single-handedly brought cryptocurrency into the main...Loe edasi...
Entity Resolution (ER) lies at the core of data integration and cleaning and, thus, a bulk of the research examines ways for improving its effectiveness and time efficiency. The initial ER methods primarily target Veracity in the context of structure...Loe edasi...
Since the introduction of Bitcoin—the first widespread application driven by blockchain—the interest of the public and private sectors in blockchain has skyrocketed. In recent years, blockchain-based fabrics have been used to address challenges in di...Loe edasi...
This book is a gentle introduction to dominance-based query processing techniques and their applications. The book aims to present fundamental as well as some advanced issues in the area in a precise, but easy-to-follow, manner. Dominance is an intui...Loe edasi...
Resource Description Framework (or RDF, in short) is set to deliver many of the original semi-structured data promises: flexible structure, optional schema, and rich, flexible Universal Resource Identifiers as a basis for information sharing....Loe edasi...
Communities serve as basic structural building blocks for understanding the organization of many real-world networks, including social, biological, collaboration, and communication networks. Recently, community search over graphs has attracted sig...Loe edasi...
This book contains a number of chapters on transactional database concurrency control. This volumes entire sequence of chapters can summarized as follows: A two-sentence summary of the volumes entire sequence of chapters is this: traditional lockin...Loe edasi...
Workflows may be defined as abstractions used to model the coherent flow of activities in the context of an in silico scientific experiment. They are employed in many domains of science such as bioinformatics, astronomy, and engineering. Such work...Loe edasi...
The topic of using views to answer queries has been popular for a few decades now, as it cuts across domains such as query optimization, information integration, data warehousing, website design and, recently, database-as-a-service and data placem...Loe edasi...
The last decade has brought groundbreaking developments in transaction processing. This resurgence of an otherwise mature research area has spurred from the diminishing cost per GB of DRAM that allows many transaction processing workloads to be en...Loe edasi...
Large-scale data analytics using machine learning (ML) underpins many modern data-driven applications. ML systems provide means of specifying and executing these ML workloads in an efficient and scalable manner. Data management is at the heart of...Loe edasi...
This book explores the implications of non-volatile memory (NVM) for database management systems (DBMSs). The advent of NVM will fundamentally change the dichotomy between volatile memory and durable storage in DBMSs. These new NVM devices are alm...Loe edasi...
Text data that is associated with location data has become ubiquitous. A tweet is an example of this type of data, where the text in a tweet is associated with the location where the tweet has been issued. We use the term spatial-keyword data to r...Loe edasi...
Data usually comes in a plethora of formats and dimensions, rendering the exploration and information extraction processes challenging. Thus, being able to perform exploratory analyses in the data with the intent of having an immediate glimpse on som...Loe edasi...
Data profiling refers to the activity of collecting data about data, {i.e.}, metadata. Most IT professionals and researchers who work with data have engaged in data profiling, at least informally, to understand and explore an unfamiliar dataset or...Loe edasi...
Graph data modeling and querying arises in many practical application domains such as social and biological networks where the primary focus is on concepts and their relationships and the rich patterns in these complex webs of interconnectivity. I...Loe edasi...
