Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVIII: Special Issue In Memory of Univ. Prof. Dr. Roland Wagner

by Abdelkader Hameurlain (Editor), A Min Tjoa (Editor)

Overview

The LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability.

This, the 48th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains 8 invited papers dedicated to the memory of Prof. Dr. Roland Wagner. The topics covered include distributed database systems, NewSQL, scalable transaction management, strong consistency, caches, data warehouse, ETL, reinforcement learning, shastic approximation, multi-agent systems, ontology, model-driven development, organisational modelling, digital government, new institutional economics and data governance.

Product Details

ISBN-13:	9783662635186
Publisher:	Springer Berlin Heidelberg
Publication date:	05/18/2021
Series:	Lecture Notes in Computer Science , #12670
Edition description:	1st ed. 2021
Pages:	197
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

Distributed Database Systems: The Case for NewSQL.- Boosting OLTP Performance using Write-back Client-side Caches.- pygrametl: A Powerful Programming Framework for Easy Creation and Testing of ETL Flows.- A Data Warehouse of Wi-Fi Sessions for Contact Tracing and Outbreak Investigation.- Convergence Proof for Actor-Critic Methods Applied to PPO and RUDDER.- Revival of MAS Technologies in Industry.- From Strategy to Code: Achieving Strategical Alignment in Software Development Projects through Conceptual Modelling.- On State-Level Architecture of Digital Government Ecosystems: From ICT-Driven to Data-Centric.