Synthesis Lectures on Data Management – serie
Visar alla böcker i serien Synthesis Lectures on Data Management. Handla med fri frakt och snabb leverans.
75 produkter
Privacy-Preserving Data Publishing
Av Raymond Chi-Wing Wong, Ada Wai-Chee Fu
Häftad, 2010
321 kr
Lägg i varukorg
Privacy preservation has become a major issue in many data analysis applications. When a data set is released to other parties for data analysis, privacy-preserving techniques are often required to reduce the possibility of identifying sensitive information about individuals. For example, in …
Introduction to Duplicate Detection
Av Felix Nauman, Melanie Herschel
Häftad, 2010
288 kr
Lägg i varukorg
With the ever increasing volume of data, data quality problems abound. Multiple, yet different representations of the same real-world objects in data, duplicates, are one of the most intriguing data quality problems. The effects of such duplicates are detrimental; for instance, bank customers can …
Access Control in Data Management Systems
A Visual Querying Perspective
Häftad, 2010
288 kr
Lägg i varukorg
Access control is one of the fundamental services that any Data Management System should provide. Its main goal is to protect data from unauthorized read and write operations. This is particularly crucial in today's open and interconnected world, where each kind of information can be easily made …
Data Stream Management
Av Lukasz Golab, M. Tamer Ozsu
Häftad, 2010
231 kr
Lägg i varukorg
Many applications process high volumes of streaming data, among them Internet traffic analysis, financial tickers, and transaction log mining. In general, a data stream is an unbounded data set that is produced incrementally over time, rather than being available in full before its processing …
User-Centered Data Management
Av Tiziana Catarci, Alan Dix m. fl.
Häftad, 2010
321 kr
Lägg i varukorg
This lecture covers several core issues in user-centered data management, including how to design usable interfaces that suitably support database tasks, and relevant approaches to visual querying, information visualization, and visual data mining. Novel interaction paradigms, e.g., mobile and …
Database Replication
Av Bettina Kemme, Ricardo Jimenez-Peris m. fl.
Häftad, 2010
321 kr
Lägg i varukorg
Database replication is widely used for fault-tolerance, scalability and performance. The failure of one database replica does not stop the system from working as available replicas can take over the tasks of the failed replica. Scalability can be achieved by distributing the load across all …
Relational and XML Data Exchange
Av Marcelo Arenas, Pablo Barcelo m. fl.
Häftad, 2010
288 kr
Lägg i varukorg
Data exchange is the problem of finding an instance of a target schema, given an instance of a source schema and a specification of the relationship between the source and the target. Such a target instance should correctly represent information from the source instance under the constraints …
Multidimensional Databases and Data Warehousing
Av Christian Jensen, Torben Bach Pedersen m. fl.
Häftad, 2010
288 kr
Lägg i varukorg
The present book's subject is multidimensional data models and data modeling concepts as they are applied in real data warehouses. The book aims to present the most important concepts within this subject in a precise and understandable manner. The book's coverage of fundamental concepts includes …
Web Page Recommendation Models
Häftad, 2010
288 kr
Lägg i varukorg
One of the application areas of data mining is the World Wide Web (WWW or Web), which serves as a huge, widely distributed, global information service for every kind of information such as news, advertisements, consumer information, financial management, education, government, e-commerce, health …
Advanced Metasearch Engine Technology
Av Weiyi Meng, Clement Yu
Häftad, 2010
321 kr
Lägg i varukorg
Among the search tools currently on the Web, search engines are the most well known thanks to the popularity of major search engines such as Google and Yahoo!. While extremely successful, these major search engines do have serious limitations. This book introduces large-scale metasearch engine …
Fundamentals of Object Databases
Av Suzanne Dietrich, Susan Urban
Häftad, 2010
377 kr
Lägg i varukorg
Object-oriented databases were originally developed as an alternative to relational database technology for the representation, storage, and access of non-traditional data forms that were increasingly found in advanced applications of database technology. After much debate regarding object-oriented …
Uncertain Schema Matching
Av Avigdor Gal
Häftad, 2011
321 kr
Lägg i varukorg
Schema matching is the task of providing correspondences between concepts describing the meaning of data in various heterogeneous, distributed data sources. Schema matching is one of the basic operations required by the process of data and schema integration, and thus has a great effect on its …
Probabilistic Ranking Techniques in Relational Databases
Av Ihab Ilyas, Mohamed Soliman
Häftad, 2011
288 kr
Lägg i varukorg
Ranking queries are widely used in data exploration, data analysis and decision making scenarios. While most of the currently proposed ranking techniques focus on deterministic data, several emerging applications involve data that are imprecise or uncertain. Ranking uncertain data raises new …
Peer-to-Peer Data Management
For Clouds and Data-Intensive and Scalable Computing Environments
Av Karl Aberer
Häftad, 2011
377 kr
Lägg i varukorg
This lecture introduces systematically into the problem of managing large data collections in peer-to-peer systems. Search over large datasets has always been a key problem in peer-to-peer systems and the peer-to-peer paradigm has incited novel directions in the field of data management. This …
Perspectives on Business Intelligence
Av Raymond T. Ng, Patricia C. Arocena m. fl.
Häftad, 2013
377 kr
Lägg i varukorg
In the 1980s, traditional Business Intelligence (BI) systems focused on the delivery of reports that describe the state of business activities in the past, such as for questions like "How did our sales perform during the last quarter?" A decade later, there was a shift to more interactive content …
Data Processing on FPGAs
Häftad, 2013
377 kr
Lägg i varukorg
Roughly a decade ago, power consumption and heat dissipation concerns forced the semiconductor industry to radically change its course, shifting from sequential to parallel computing. Unfortunately, improving performance of applications has now become much more difficult than in the good old days …
Information and Influence Propagation in Social Networks
Av Wei Chen, Carlos Castillo m. fl.
Häftad, 2013
400 kr
Lägg i varukorg
Research on social networks has exploded over the last decade. To a large extent, this has been fueled by the spectacular growth of social media and online social networking sites, which continue growing at a very fast pace, as well as by the increasing availability of very large social network …
Similarity Joins in Relational Database Systems
Av Nikolaus Augsten, Michael Bohlen
Häftad, 2013
377 kr
Lägg i varukorg
State-of-the-art database systems manage and process a variety of complex objects, including strings and trees. For such objects equality comparisons are often not meaningful and must be replaced by similarity comparisons. This book describes the concepts and techniques to incorporate similarity …
Big Data Integration
Av Xin Luna Dong, Divesh Srivastava
Häftad, 2015
568 kr
Lägg i varukorg
The big data era is upon us: data are being generated, analyzed, and used at an unprecedented scale, and data-driven decision making is sweeping through all aspects of society. Since the value of data explodes when it can be linked and fused with other data, addressing the big data integration …
Datalog and Logic Databases
Av Sergio Greco, Cristian Molinaro
Häftad, 2015
351 kr
Lägg i varukorg
The use of logic in databases started in the late 1960s. In the early 1970s Codd formalized databases in terms of the relational calculus and the relational algebra. A major influence on the use of logic in databases was the development of the field of logic programming. Logic provides a convenient …
Veracity of Data
Av Laure Berti-Équille, Javier Borge-Holthoefer
Häftad, 2015
456 kr
Lägg i varukorg
On the Web, a massive amount of user-generated content is available through various channels (e.g., texts, tweets, Web tables, databases, multimedia-sharing platforms, etc.). Conflicting information, rumors, erroneous and fake content can be easily spread across multiple sources, making it hard to …
Generating Plans from Proofs
Av Michael Benedikt, Julien Leblay m. fl.
Häftad, 2016
568 kr
Lägg i varukorg
Query reformulation refers to a process of translating a source query—a request for information in some high-level logic-based language—into a target plan that abides by certain interface restrictions. Many practical problems in data management can be seen as instances of the reformulation problem. …
Instant Recovery with Write-Ahead Logging
Av Goetz Graefe, Wey Guy m. fl.
Häftad, 2016
400 kr
Lägg i varukorg
Traditional theory and practice of write-ahead logging and of database recovery focus on three failure classes: transaction failures (typically due to deadlocks) resolved by transaction rollback; system failures (typically power or software faults) resolved by restart with log analysis, "redo," and …
Databases on Modern Hardware
Av Anastasia Ailamaki, Erietta Liarou m. fl.
Häftad, 2017
377 kr
Lägg i varukorg
Data management systems enable various influential applications from high-performance online services (e.g., social networks like Twitter and Facebook or financial markets) to big data analytics (e.g., scientific exploration, sensor networks, business intelligence). As a result, data management …
On Uncertain Graphs
Av Arijit Khan, Yuan Ye m. fl.
Häftad, 2018
602 kr
Lägg i varukorg
Large-scale, highly interconnected networks, which are often modeled as graphs, pervade both our society and the natural world around us. Uncertainty, on the other hand, is inherent in the underlying data due to a variety of reasons, such as noisy measurements, lack of precise information needs, …
Human Interaction with Graphs
Av Sourav S. Bhowmick, Byron Choi m. fl.
Häftad, 2018
680 kr
Lägg i varukorg
Interacting with graphs using queries has emerged as an important research problem for real-world applications that center on large graph data. Given the syntactic complexity of graph query languages (e.g., SPARQL, Cypher), visual graph query interfaces make it easy for non-programmers to query …
Natural Language Data Management and Interfaces
Häftad, 2018
568 kr
Lägg i varukorg
The volume of natural language text data has been rapidly increasing over the past two decades, due to factors such as the growth of the Web, the low cost associated with publishing, and the progress on the digitization of printed texts. This growth combined with the proliferation of natural …
Query Processing over Incomplete Databases
Häftad, 2018
624 kr
Lägg i varukorg
Incomplete data is part of life and almost all areas of scientific studies. Users tend to skip certain fields when they fill out online forms; participants choose to ignore sensitive questions on surveys; sensors fail, resulting in the loss of certain readings; publicly viewable satellite map …
Querying Graphs
Av Angela Bonifati, George Fletcher m. fl.
Häftad, 2018
624 kr
Lägg i varukorg
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. In this book, we present a concise unified view on …
Data Profiling
Av Ziawasch Abedjan, Lukasz Golab m. fl.
Häftad, 2018
624 kr
Lägg i varukorg
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 to determine whether a new dataset is appropriate …
