A database for publications published by researchers and students at SimulaMet.
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- All (550)
- Journal articles (128)
- Books (5) Remove Books <span class="counter">(5)</span> filter
- Edited books (2)
- Proceedings, refereed (141)
- Book chapters (4)
- Talks, keynote (11)
- PhD theses (5)
- Proceedings, non-refereed (15)
- Posters (6)
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- Talks, invited (146)
- Talks, contributed (15)
- Public outreach (48)
- Miscellaneous (12)
Books
AI and ML – Enablers for Beyond 5G Networks
Online: 5G PPP Technology Board, 2021.Status: Published
AI and ML – Enablers for Beyond 5G Networks
This white paper on AI and ML as enablers of beyond 5G (B5G) networks is based on contributions from almost 20 5G PPP projects, coordinated through the 5G PPP Technology Board, that research, implement and validate 5G and B5G network systems. The paper introduces the main relevant mechanisms in Artificial Intelligence (AI) and Machine Learning (ML), currently investigated and exploited for enhancing 5G and B5G networks.
Afilliation | Communication Systems |
Project(s) | SMIL: SimulaMet Interoperability Lab, Simula Metropolitan Center for Digital Engineering, Simula Metropolitan Center for Digital Engineering, 5G-VINNI: 5G Verticals INNovation Infrastructure , NorNet, The Center for Resilient Networks and Applications |
Publication Type | Book |
Year of Publication | 2021 |
Date Published | 05/2021 |
Publisher | 5G PPP Technology Board |
Place Published | Online |
URL | https://5g-ppp.eu/wp-content/uploads/2021/05/AI-MLforNetworks-v1-0.pdf |
DOI | 10.5281/zenodo.429989 |
Books
Digital sårbarhet – sikkert samfunn
Vol. 13. Oslo: Norwegian Ministry of Justice and Public Security, 2015.Status: Published
Digital sårbarhet – sikkert samfunn
Afilliation | , Communication Systems, Communication Systems |
Project(s) | The Center for Resilient Networks and Applications |
Publication Type | Book |
Year of Publication | 2015 |
Volume | 13 |
Series Volume | NOU |
Date Published | 11/15 |
Publisher | Norwegian Ministry of Justice and Public Security |
Place Published | Oslo |
Books
Evaluation and Optimisation of Multi-Path Transport using the Stream Control Transmission Protocol
Essen/Germany: University of Duisburg-Essen, Faculty of Economics, Institute for Computer Science and Business Information Systems, 2012.Status: Published
Evaluation and Optimisation of Multi-Path Transport using the Stream Control Transmission Protocol
The Stream Control Transmission Protocol (SCTP) as defined in RFC 4960 is an advanced Transport Layer protocol that provides support for multi-homing. That is, SCTP endpoints may simultaneously use multiple Network Layer addresses, which allows to connect the endpoints to multiple networks for redundancy purposes. However, for the transfer of user data, only one of the possible paths is currently used at a time. All other paths remain as backup and are only used for retransmissions. Clearly, the existence of multiple paths has led to the idea of applying load sharing among the paths. An extension to SCTP – denoted as Concurrent Multipath Transfer (CMT) – realises this load sharing functionality. While this approach works well for similar paths, i.e. paths having similar characteristics regarding bandwidths, bit error rates and delays, the use of dissimilar paths does not work that neatly. In this thesis, the issues of dissimilar paths for CMT-based load sharing will be demonstrated first. The reasons for these issues will be identified and solutions proposed. These solutions will be evaluated in simulations, as well as partially also in a real-world Internet testbed setup, in order to show their effectiveness. In particular, it will be shown that a combination of multiple mechanisms is necessary to make CMT work as expected under a wide range of network and system parameters. Furthermore, the fairness of CMT-based transport – in concurrency to classic non-CMT flows – will be analysed. The usage of plain CMT leads to an overly aggressive bandwidth occupation on so-called shared bottlenecks. As a countermeasure, the idea of Resource Pooling will be utilised. For this purpose, two new and one adapted congestion control approach – all based on the Resource Pooling principle – will be introduced and examined in similar as well as dissimilar path setups, in order to show how to fairly deploy CMT transport in the Internet. The results of this work have also been contributed to the ongoing IETF standardisation process of SCTP and its extensions.
Afilliation | , Communication Systems, Communication Systems |
Project(s) | NorNet, The Center for Resilient Networks and Applications |
Publication Type | Book |
Year of Publication | 2012 |
Date Published | 2012 |
Publisher | University of Duisburg-Essen, Faculty of Economics, Institute for Computer Science and Business Information Systems |
Place Published | Essen/Germany |
Other Numbers | urn:nbn:de:hbz:464-20120315-103208-1 |
Keywords | Dissimilar Paths, Evaluation, Fairness, Multi-Path Transport, Optimisation, Stream Control Transmission Protocol (SCTP) |
URL | https://duepublico.uni-duisburg-essen.de/servlets/DerivateServlet/Deriva... |
Books
Reliable Server Pooling – Evaluation, Optimization and Extension of a Novel IETF Architecture
Essen/Germany: University of Duisburg-Essen, Faculty of Economics, Institute for Computer Science and Business Information Systems, 2007.Status: Published
Reliable Server Pooling – Evaluation, Optimization and Extension of a Novel IETF Architecture
The Reliable Server Pooling (RSerPool) architecture currently under standardization by the IETF RSerPool Working Group is an overlay network framework to provide server replication and session failover capabilities to applications using it. These functionalities as such are not new, but their combination into one generic, application-independent framework is. Initial goal of this thesis is to gain insight into the complex RSerPool mechanisms by performing experimental and simulative proof-of-concept tests. The further goals are to systematically validate the RSerPool architecture and its protocols, provide improvements and optimizations where necessary and propose extensions if useful. Based on these evaluations, recommendations to implementers and users of RSerPool should be provided, giving guidelines for the tuning of system parameters and the appropriate configuration of application scenarios. In particular, it is also a goal to transfer insights, optimizations and extensions of the RSerPool protocols from simulation to reality and also to bring the achievements from research into application by supporting and contributing relevant results to the IETF's ongoing RSerPool standardization process. To achieve the described goals, a prototype implementation as well as a simulation model are designed and realized at first. Using a generic application model and appropriate performance metrics, the performance of RSerPool systems in failure-free and server failure scenarios is systematically evaluated in order to identify critical parameter ranges and problematic protocol behaviour. Improvements developed as result of these performance analyses are evaluated and finally contributed into the standardization process of RSerPool.
Afilliation | Communication Systems, , Communication Systems |
Project(s) | The Center for Resilient Networks and Applications |
Publication Type | Book |
Year of Publication | 2007 |
Date Published | 03/2007 |
Publisher | University of Duisburg-Essen, Faculty of Economics, Institute for Computer Science and Business Information Systems |
Place Published | Essen/Germany |
Other Numbers | urn:nbn:de:hbz:465-20070308-164527-0 |
Keywords | Evaluation, Extension, Optimization, Reliable Server Pooling (RSerPool) |
URL | https://duepublico.uni-duisburg-essen.de/servlets/DerivateServlet/Deriva... |
Books
Management of Layered Variable Bitrate Multimedia Streams over DiffServ with Apriori Knowledge
Bonn/Germany: University of Bonn, Institute for Computer Science, 2001.Status: Published
Management of Layered Variable Bitrate Multimedia Streams over DiffServ with Apriori Knowledge
The Internet is developing with a very high speed. Just a few years ago, its main applications were file transfer and e-mail access, all based on the best effort TCP/IP service over quite slow links. With the quickly growing deployment of high-speed Internet accesses, there is a growing demand for also using the Internet in application scenarios like real-time multimedia streaming, particularly for audio and video on demand services. However, such multimedia applications do not only require sufficient bandwidth. They have stricter quality of service demands, like e.g. an upper bound on the transfer delay to ensure interactivity for their users. In the context of this thesis, a system for the cost-efficient transfer of variable bitrate multimedia streams over Differentiated Services (DiffServ) is presented and evaluated. This system supports layered transmission, i.e. streams may be partitioned into sub-streams denoted as layers (e.g. a video layer and an audio layer). Distinct layers may have different priorities as well as quality of service requirements and may therefore use different DiffServ classes for data transmission. Also, the streams may be scalable, i.e. the quality of the transferred media may be decreased in order to reduce the bandwidth requirements when bandwidth becomes scarce. Particularly, the system makes use of the fact that media files in e.g. a video on demand library can be analyzed a priorily. The information that is computed during the offline analysis is used to realize a dynamic and cost-efficient transport of layer data over different DiffServ classes. Furthermore, the system applies an adaptive buffering to smooth the flows – in order to save bandwidth – while also taking care of the delay constraints.
Afilliation | Communication Systems, , Communication Systems |
Project(s) | The Center for Resilient Networks and Applications |
Publication Type | Book |
Year of Publication | 2001 |
Publisher | University of Bonn, Institute for Computer Science |
Place Published | Bonn/Germany |
Other Numbers | urn:nbn:de:hbz:464-20120416-095753-8 |
Keywords | A Priori Knowledge, DiffServ, Layered Transmission, Multimedia, Quality of Service |
URL | https://duepublico.uni-duisburg-essen.de/servlets/DerivateServlet/Deriva... |