This book constitutes the refereed proceedings of the 39th International Conference on Current Trends in Theory and Practice of computer Science, SOFSEM 2013, held in Špindlerův Mlýn, Czech Republic, in Janu...
详细信息
ISBN:
(数字)9783642358432
ISBN:
(纸本)9783642358425
This book constitutes the refereed proceedings of the 39th International Conference on Current Trends in Theory and Practice of computer Science, SOFSEM 2013, held in Špindlerův Mlýn, Czech Republic, in January 2013. The 37 revised full papers presented in this volume were carefully reviewed and selected from 98 submissions. The book also contains 10 invited talks, 5 of which are in full-paper length. The contributions are organized in topical sections named: foundations of computer science; software and Web engineering; data, information, and knowledge engineering; and social computing and human factors.
This Three-Volume-Set constitutes the refereed proceedings of the SecondInternational Conference on softwareengineering and computersystems,ICSECS 2011, held in Kuantan, Malaysia, in June 2011.The 190 revised full p...
详细信息
ISBN:
(数字)9783642221910
ISBN:
(纸本)9783642221903
This Three-Volume-Set constitutes the refereed proceedings of the Second
International Conference on softwareengineering and computersystems,
ICSECS 2011, held in Kuantan, Malaysia, in June 2011.
The 190 revised full papers presented together with invited papers in
the three volumes were carefully reviewed and selected from numerous
submissions. The papers are organized in topical sections on softwareengineering; network; bioinformatics and e-health; biometrics
technologies; Web engineering; neural network; parallel and distributed
e-learning; ontology; image processing; information and data management;
engineering; software security; graphics and multimedia; databases;
algorithms; signal processing; software design/testing; e- technology;
ad hoc networks; social networks; software process modeling;
miscellaneous topics in softwareengineering and computersystems.
Connected Autonomous Vehicle (CAV) Driving, as a data-driven intelligent driving technology within the Internet of Vehicles (IoV), presents significant challenges to the efficiency and security of real-time data manag...
详细信息
Connected Autonomous Vehicle (CAV) Driving, as a data-driven intelligent driving technology within the Internet of Vehicles (IoV), presents significant challenges to the efficiency and security of real-time data management. The combination of Web3.0 and edge content caching holds promise in providing low-latency data access for CAVs’ real-time applications. Web3.0 enables the reliable pre-migration of frequently requested content from content providers to edge nodes. However, identifying optimal edge node peers for joint content caching and replacement remains challenging due to the dynamic nature of traffic flow in IoV. Addressing these challenges, this article introduces GAMA-Cache, an innovative edge content caching methodology leveraging Graph Attention Networks (GAT) and Multi-Agent Reinforcement Learning (MARL). GAMA-Cache conceptualizes the cooperative edge content caching issue as a constrained Markov decision process. It employs a MARL technique predicated on cooperation effectiveness to discern optimal caching decisions, with GAT augmenting information extracted from adjacent nodes. A distinct collaborator selection mechanism is also developed to streamline communication between agents, filtering out those with minimal correlations in the vector input to the policy network. Experimental results demonstrate that, in terms of service latency and delivery failure, the GAMA-Cache outperforms other state-of-the-art MARL solutions for edge content caching in IoV.
This Three-Volume-Set constitutes the refereed proceedings of the SecondInternational Conference on softwareengineering and computersystems,ICSECS 2011, held in Kuantan, Malaysia, in June 2011.The 190 revised full p...
详细信息
ISBN:
(数字)9783642222030
ISBN:
(纸本)9783642222023
This Three-Volume-Set constitutes the refereed proceedings of the Second
International Conference on softwareengineering and computersystems,
ICSECS 2011, held in Kuantan, Malaysia, in June 2011.
The 190 revised full papers presented together with invited papers in
the three volumes were carefully reviewed and selected from numerous
submissions. The papers are organized in topical sections on softwareengineering; network; bioinformatics and e-health; biometrics
technologies; Web engineering; neural network; parallel and distributed;
e-learning; ontology; image processing; information and data management;
engineering; software security; graphics and multimedia; databases;
algorithms; signal processing; software design/testing; e- technology;
ad hoc networks; social networks; software process modeling;
miscellaneous topics in softwareengineering and computersystems.
Component-based softwareengineering (CBSE) is concerned with the devel- ment of software-intensive systems from reusable parts (components), the dev- opmentofsuchreusableparts,andthemaintenanceandimprovementofsystems...
详细信息
ISBN:
(数字)9783540247746
ISBN:
(纸本)9783540219989
Component-based softwareengineering (CBSE) is concerned with the devel- ment of software-intensive systems from reusable parts (components), the dev- opmentofsuchreusableparts,andthemaintenanceandimprovementofsystems by means of component replacement and customization. Although it holds c- siderable promise, there are still many challenges facing both researchers and practitioners in establishing CBSE as an e?cient and proven engineering dis- pline. Six CBSE workshops have been held consecutively at the most recent six International Conferences on softwareengineering (ICSE). The premise of the last three CBSE workshops was that the long-term success of component-based development depends on the viability of an established science and technology foundation for achieving predictable quality in component-based systems. TheintentoftheCBSE2004symposiumwastobuildonthispremise,andto provide a forum for more in-depth and substantive treatment of topics perta- ing to predictability, to help establish cross-discipline insights, and to improve cooperation and mutual understanding. The goal of the CBSE 2004 symposium was to discuss and present more complete and mature works, and consequently collect the technical papers in published proceedings. The response to the Call for Papers was beyond expectations: 82 papers were submitted. Of those 25 (12 long and 13 short) were accepted for publication. In all 25 cases, the papers were reviewed by three to four independent reviewers. The symposium brought together researchers and practitioners from a variety of disciplines related to CBSE.
暂无评论