---
_id: '30790'
abstract:
- lang: eng
text: "Iterative distributed optimization algorithms involve multiple agents that\r\ncommunicate
with each other, over time, in order to minimize/maximize a global\r\nobjective.
In the presence of unreliable communication networks, the\r\nAge-of-Information
(AoI), which measures the freshness of data received, may be\r\nlarge and hence
hinder algorithmic convergence. In this paper, we study the\r\nconvergence of
general distributed gradient-based optimization algorithms in\r\nthe presence
of communication that neither happens periodically nor at\r\nstochastically independent
points in time. We show that convergence is\r\nguaranteed provided the random
variables associated with the AoI processes are\r\nstochastically dominated by
a random variable with finite first moment. This\r\nimproves on previous requirements
of boundedness of more than the first moment.\r\nWe then introduce stochastically
strongly connected (SSC) networks, a new\r\nstochastic form of strong connectedness
for time-varying networks. We show: If\r\nfor any $p \\ge0$ the processes that
describe the success of communication\r\nbetween agents in a SSC network are $\\alpha$-mixing
with $n^{p-1}\\alpha(n)$\r\nsummable, then the associated AoI processes are stochastically
dominated by a\r\nrandom variable with finite $p$-th moment. In combination with
our first\r\ncontribution, this implies that distributed stochastic gradient descend\r\nconverges
in the presence of AoI, if $\\alpha(n)$ is summable."
author:
- first_name: Adrian
full_name: Redder, Adrian
id: '52265'
last_name: Redder
orcid: https://orcid.org/0000-0001-7391-4688
- first_name: Arunselvan
full_name: Ramaswamy, Arunselvan
id: '66937'
last_name: Ramaswamy
orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Redder A, Ramaswamy A, Karl H. Distributed gradient-based optimization in the
presence of dependent aperiodic communication. arXiv:220111343. Published
online 2022.
apa: Redder, A., Ramaswamy, A., & Karl, H. (2022). Distributed gradient-based
optimization in the presence of dependent aperiodic communication. In arXiv:2201.11343.
bibtex: '@article{Redder_Ramaswamy_Karl_2022, title={Distributed gradient-based
optimization in the presence of dependent aperiodic communication}, journal={arXiv:2201.11343},
author={Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022}
}'
chicago: Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Distributed Gradient-Based
Optimization in the Presence of Dependent Aperiodic Communication.” ArXiv:2201.11343,
2022.
ieee: A. Redder, A. Ramaswamy, and H. Karl, “Distributed gradient-based optimization
in the presence of dependent aperiodic communication,” arXiv:2201.11343.
2022.
mla: Redder, Adrian, et al. “Distributed Gradient-Based Optimization in the Presence
of Dependent Aperiodic Communication.” ArXiv:2201.11343, 2022.
short: A. Redder, A. Ramaswamy, H. Karl, ArXiv:2201.11343 (2022).
date_created: 2022-04-06T06:53:38Z
date_updated: 2022-11-18T09:33:01Z
department:
- _id: '75'
external_id:
arxiv:
- '2201.11343'
language:
- iso: eng
project:
- _id: '16'
name: 'SFB 901 - C4: SFB 901 - Subproject C4'
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
publication: arXiv:2201.11343
status: public
title: Distributed gradient-based optimization in the presence of dependent aperiodic
communication
type: preprint
user_id: '477'
year: '2022'
...
---
_id: '30791'
abstract:
- lang: eng
text: "We present sufficient conditions that ensure convergence of the multi-agent\r\nDeep
Deterministic Policy Gradient (DDPG) algorithm. It is an example of one of\r\nthe
most popular paradigms of Deep Reinforcement Learning (DeepRL) for tackling\r\ncontinuous
action spaces: the actor-critic paradigm. In the setting considered\r\nherein,
each agent observes a part of the global state space in order to take\r\nlocal
actions, for which it receives local rewards. For every agent, DDPG\r\ntrains
a local actor (policy) and a local critic (Q-function). The analysis\r\nshows
that multi-agent DDPG using neural networks to approximate the local\r\npolicies
and critics converge to limits with the following properties: The\r\ncritic limits
minimize the average squared Bellman loss; the actor limits\r\nparameterize a
policy that maximizes the local critic's approximation of\r\n$Q_i^*$, where $i$
is the agent index. The averaging is with respect to a\r\nprobability distribution
over the global state-action space. It captures the\r\nasymptotics of all local
training processes. Finally, we extend the analysis to\r\na fully decentralized
setting where agents communicate over a wireless network\r\nprone to delays and
losses; a typical scenario in, e.g., robotic applications."
author:
- first_name: Adrian
full_name: Redder, Adrian
id: '52265'
last_name: Redder
orcid: https://orcid.org/0000-0001-7391-4688
- first_name: Arunselvan
full_name: Ramaswamy, Arunselvan
id: '66937'
last_name: Ramaswamy
orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Redder A, Ramaswamy A, Karl H. Asymptotic Convergence of Deep Multi-Agent Actor-Critic
Algorithms. arXiv:220100570. Published online 2022.
apa: Redder, A., Ramaswamy, A., & Karl, H. (2022). Asymptotic Convergence of
Deep Multi-Agent Actor-Critic Algorithms. In arXiv:2201.00570.
bibtex: '@article{Redder_Ramaswamy_Karl_2022, title={Asymptotic Convergence of Deep
Multi-Agent Actor-Critic Algorithms}, journal={arXiv:2201.00570}, author={Redder,
Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022} }'
chicago: Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Asymptotic Convergence
of Deep Multi-Agent Actor-Critic Algorithms.” ArXiv:2201.00570, 2022.
ieee: A. Redder, A. Ramaswamy, and H. Karl, “Asymptotic Convergence of Deep Multi-Agent
Actor-Critic Algorithms,” arXiv:2201.00570. 2022.
mla: Redder, Adrian, et al. “Asymptotic Convergence of Deep Multi-Agent Actor-Critic
Algorithms.” ArXiv:2201.00570, 2022.
short: A. Redder, A. Ramaswamy, H. Karl, ArXiv:2201.00570 (2022).
date_created: 2022-04-06T06:53:52Z
date_updated: 2022-11-18T09:33:42Z
department:
- _id: '75'
external_id:
arxiv:
- '2201.00570'
language:
- iso: eng
project:
- _id: '16'
name: 'SFB 901 - C4: SFB 901 - Subproject C4'
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
publication: arXiv:2201.00570
status: public
title: Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms
type: preprint
user_id: '477'
year: '2022'
...
---
_id: '33854'
abstract:
- lang: eng
text: "Macrodiversity is a key technique to increase the capacity of mobile networks.
It can be realized using coordinated multipoint (CoMP), simultaneously connecting
users to multiple overlapping cells. Selecting which users to serve by how many
and which cells is NP-hard but needs to happen continuously in real time as users
move and channel state changes. Existing approaches often require strict assumptions
about or perfect knowledge of the underlying radio system, its resource allocation
scheme, or user movements, none of which is readily available in practice.\r\n\r\nInstead,
we propose three novel self-learning and self-adapting approaches using model-free
deep reinforcement learning (DRL): DeepCoMP, DD-CoMP, and D3-CoMP. DeepCoMP leverages
central observations and control of all users to select cells almost optimally.
DD-CoMP and D3-CoMP use multi-agent DRL, which allows distributed, robust, and
highly scalable coordination. All three approaches learn from experience and self-adapt
to varying scenarios, reaching 2x higher Quality of Experience than other approaches.
They have very few built-in assumptions and do not need prior system knowledge,
making them more robust to change and better applicable in practice than existing
approaches."
author:
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Ramin
full_name: Khalili, Ramin
last_name: Khalili
- first_name: Artur
full_name: Hecker, Artur
last_name: Hecker
citation:
ama: 'Schneider SB, Karl H, Khalili R, Hecker A. DeepCoMP: Coordinated Multipoint
Using Multi-Agent Deep Reinforcement Learning.; 2021.'
apa: 'Schneider, S. B., Karl, H., Khalili, R., & Hecker, A. (2021). DeepCoMP:
Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning.'
bibtex: '@book{Schneider_Karl_Khalili_Hecker_2021, title={DeepCoMP: Coordinated
Multipoint Using Multi-Agent Deep Reinforcement Learning}, author={Schneider,
Stefan Balthasar and Karl, Holger and Khalili, Ramin and Hecker, Artur}, year={2021}
}'
chicago: 'Schneider, Stefan Balthasar, Holger Karl, Ramin Khalili, and Artur Hecker.
DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning,
2021.'
ieee: 'S. B. Schneider, H. Karl, R. Khalili, and A. Hecker, DeepCoMP: Coordinated
Multipoint Using Multi-Agent Deep Reinforcement Learning. 2021.'
mla: 'Schneider, Stefan Balthasar, et al. DeepCoMP: Coordinated Multipoint Using
Multi-Agent Deep Reinforcement Learning. 2021.'
short: 'S.B. Schneider, H. Karl, R. Khalili, A. Hecker, DeepCoMP: Coordinated Multipoint
Using Multi-Agent Deep Reinforcement Learning, 2021.'
date_created: 2022-10-20T16:44:19Z
date_updated: 2022-11-18T09:59:27Z
ddc:
- '004'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: stschn
date_created: 2022-10-20T16:41:10Z
date_updated: 2022-10-20T16:41:10Z
file_id: '33855'
file_name: preprint.pdf
file_size: 2521656
relation: main_file
file_date_updated: 2022-10-20T16:41:10Z
has_accepted_license: '1'
keyword:
- mobility management
- coordinated multipoint
- CoMP
- cell selection
- resource management
- reinforcement learning
- multi agent
- MARL
- self-learning
- self-adaptation
- QoE
language:
- iso: eng
oa: '1'
project:
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
name: 'SFB 901 - C4: SFB 901 - Subproject C4'
- _id: '1'
name: 'SFB 901: SFB 901'
status: public
title: 'DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning'
type: working_paper
user_id: '477'
year: '2021'
...
---
_id: '35889'
abstract:
- lang: eng
text: Network and service coordination is important to provide modern services consisting
of multiple interconnected components, e.g., in 5G, network function virtualization
(NFV), or cloud and edge computing. In this paper, I outline my dissertation research,
which proposes six approaches to automate such network and service coordination.
All approaches dynamically react to the current demand and optimize coordination
for high service quality and low costs. The approaches range from centralized
to distributed methods and from conventional heuristic algorithms and mixed-integer
linear programs to machine learning approaches using supervised and reinforcement
learning. I briefly discuss their main ideas and advantages over other state-of-the-art
approaches and compare strengths and weaknesses.
author:
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
citation:
ama: Schneider SB. Conventional and Machine Learning Approaches for Network and
Service Coordination.; 2021.
apa: Schneider, S. B. (2021). Conventional and Machine Learning Approaches for
Network and Service Coordination.
bibtex: '@book{Schneider_2021, title={Conventional and Machine Learning Approaches
for Network and Service Coordination}, author={Schneider, Stefan Balthasar}, year={2021}
}'
chicago: Schneider, Stefan Balthasar. Conventional and Machine Learning Approaches
for Network and Service Coordination, 2021.
ieee: S. B. Schneider, Conventional and Machine Learning Approaches for Network
and Service Coordination. 2021.
mla: Schneider, Stefan Balthasar. Conventional and Machine Learning Approaches
for Network and Service Coordination. 2021.
short: S.B. Schneider, Conventional and Machine Learning Approaches for Network
and Service Coordination, 2021.
date_created: 2023-01-10T15:08:50Z
date_updated: 2023-01-10T15:09:05Z
ddc:
- '004'
department:
- _id: '75'
file:
- access_level: open_access
content_type: application/pdf
creator: stschn
date_created: 2023-01-10T15:07:03Z
date_updated: 2023-01-10T15:07:03Z
file_id: '35890'
file_name: main.pdf
file_size: 133340
relation: main_file
file_date_updated: 2023-01-10T15:07:03Z
has_accepted_license: '1'
keyword:
- nfv
- coordination
- machine learning
- reinforcement learning
- phd
- digest
language:
- iso: eng
oa: '1'
project:
- _id: '1'
name: 'SFB 901: SFB 901'
- _id: '4'
name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '16'
name: 'SFB 901 - C4: SFB 901 - Subproject C4'
status: public
title: Conventional and Machine Learning Approaches for Network and Service Coordination
type: working_paper
user_id: '35343'
year: '2021'
...
---
_id: '2483'
abstract:
- lang: eng
text: Understanding the behavior of distributed cloud service components in different
load situations is important for efficient and automatic management and orchestration
of these services. For this purpose and for practical research in distributed
cloud computing in general, there is need for benchmarks and experimental data.
In this paper, we describe our experiments for characterizing the relationship
between resource demands of application components and the expected performance
of applica- tions. We present initial results for predicting the interdependence
between resource demands and performance characteristics using support vector
regression and polynomial regression models. The data gathered from our experiments
is publicly available.
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Marvin
full_name: Illian, Marvin
last_name: Illian
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Dräxler S, Peuster M, Illian M, Karl H. Towards Predicting Resource Demands
and Performance of Distributed Cloud Services. Wien, Darmstadt; 2018.
apa: Dräxler, S., Peuster, M., Illian, M., & Karl, H. (2018). Towards Predicting
Resource Demands and Performance of Distributed Cloud Services. Wien, Darmstadt.
bibtex: '@book{Dräxler_Peuster_Illian_Karl_2018, place={Wien, Darmstadt}, series={KuVS-Fachgespräch
Fog Computing 2018}, title={Towards Predicting Resource Demands and Performance
of Distributed Cloud Services}, author={Dräxler, Sevil and Peuster, Manuel and
Illian, Marvin and Karl, Holger}, year={2018}, collection={KuVS-Fachgespräch Fog
Computing 2018} }'
chicago: Dräxler, Sevil, Manuel Peuster, Marvin Illian, and Holger Karl. Towards
Predicting Resource Demands and Performance of Distributed Cloud Services.
KuVS-Fachgespräch Fog Computing 2018. Wien, Darmstadt, 2018.
ieee: S. Dräxler, M. Peuster, M. Illian, and H. Karl, Towards Predicting Resource
Demands and Performance of Distributed Cloud Services. Wien, Darmstadt, 2018.
mla: Dräxler, Sevil, et al. Towards Predicting Resource Demands and Performance
of Distributed Cloud Services. 2018.
short: S. Dräxler, M. Peuster, M. Illian, H. Karl, Towards Predicting Resource Demands
and Performance of Distributed Cloud Services, Wien, Darmstadt, 2018.
date_created: 2018-04-24T12:22:40Z
date_updated: 2022-01-06T06:56:38Z
ddc:
- '000'
department:
- _id: '75'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: http://www.infosys.tuwien.ac.at/docs/proceedings.pdf#page=14
oa: '1'
place: Wien, Darmstadt
project:
- _id: '23'
grant_number: '762057'
name: 5G Programmable Infrastructure Converging disaggregated neTwork and compUte
Resources
- _id: '1'
name: SFB 901
- _id: '4'
name: SFB 901 - Project Area C
- _id: '16'
name: SFB 901 - Subproject C4
publication_status: published
related_material:
link:
- relation: confirmation
url: http://repositum.tuwien.ac.at/obvutwoa/content/titleinfo/2514843
series_title: KuVS-Fachgespräch Fog Computing 2018
status: public
title: Towards Predicting Resource Demands and Performance of Distributed Cloud Services
type: report
user_id: '31764'
year: '2018'
...
---
_id: '6485'
author:
- first_name: Raphael Vicente
full_name: Rosa, Raphael Vicente
last_name: Rosa
- first_name: Christian Esteve
full_name: Rothenberg, Christian Esteve
last_name: Rothenberg
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Rosa RV, Rothenberg CE, Peuster M, Karl H. Methodology for VNF Benchmarking
Automation. IETF
apa: Rosa, R. V., Rothenberg, C. E., Peuster, M., & Karl, H. (n.d.). Methodology
for VNF Benchmarking Automation. IETF.
bibtex: '@book{Rosa_Rothenberg_Peuster_Karl, title={Methodology for VNF Benchmarking
Automation}, publisher={IETF}, author={Rosa, Raphael Vicente and Rothenberg, Christian
Esteve and Peuster, Manuel and Karl, Holger} }'
chicago: Rosa, Raphael Vicente, Christian Esteve Rothenberg, Manuel Peuster, and
Holger Karl. Methodology for VNF Benchmarking Automation. IETF, n.d.
ieee: R. V. Rosa, C. E. Rothenberg, M. Peuster, and H. Karl, Methodology for
VNF Benchmarking Automation. IETF.
mla: Rosa, Raphael Vicente, et al. Methodology for VNF Benchmarking Automation.
IETF.
short: R.V. Rosa, C.E. Rothenberg, M. Peuster, H. Karl, Methodology for VNF Benchmarking
Automation, IETF, n.d.
date_created: 2019-01-04T07:53:50Z
date_updated: 2022-01-06T07:03:07Z
department:
- _id: '75'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://datatracker.ietf.org/doc/draft-rosa-bmwg-vnfbench/
oa: '1'
project:
- _id: '28'
grant_number: '761493'
name: 5G Development and validation platform for global industry-specific network
services and Apps
publication_status: draft
publisher: IETF
report_number: draft-rosa-bmwg-vnfbench
status: public
title: Methodology for VNF Benchmarking Automation
type: report
user_id: '13271'
year: '2018'
...
---
_id: '749'
author:
- first_name: Sevil
full_name: Dräxler, Sevil
id: '31764'
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Dräxler S, Karl H. Specification of Complex Structures in Distributed Service
Function Chaining Using a YANG Data Model. CoRR. 2015.
apa: Dräxler, S., & Karl, H. (2015). Specification of Complex Structures in
Distributed Service Function Chaining Using a YANG Data Model. CoRR.
bibtex: '@article{Dräxler_Karl_2015, title={Specification of Complex Structures
in Distributed Service Function Chaining Using a YANG Data Model}, journal={CoRR},
author={Dräxler, Sevil and Karl, Holger}, year={2015} }'
chicago: Dräxler, Sevil, and Holger Karl. “Specification of Complex Structures in
Distributed Service Function Chaining Using a YANG Data Model.” CoRR, 2015.
ieee: S. Dräxler and H. Karl, “Specification of Complex Structures in Distributed
Service Function Chaining Using a YANG Data Model,” CoRR. 2015.
mla: Dräxler, Sevil, and Holger Karl. “Specification of Complex Structures in Distributed
Service Function Chaining Using a YANG Data Model.” CoRR, 2015.
short: S. Dräxler, H. Karl, CoRR (2015).
date_created: 2017-11-27T10:22:25Z
date_updated: 2022-01-06T07:03:39Z
department:
- _id: '75'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1503.02442
oa: '1'
publication: CoRR
status: public
title: Specification of Complex Structures in Distributed Service Function Chaining
Using a YANG Data Model
type: preprint
user_id: '31764'
year: '2015'
...
---
_id: '750'
author:
- first_name: Martin
full_name: Dräxler, Martin
last_name: Dräxler
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Dräxler M, Karl H. Dynamic Backhaul Network Configuration in SDN-based Cloud
RANs. CoRR. 2015.
apa: Dräxler, M., & Karl, H. (2015). Dynamic Backhaul Network Configuration
in SDN-based Cloud RANs. CoRR.
bibtex: '@article{Dräxler_Karl_2015, title={Dynamic Backhaul Network Configuration
in SDN-based Cloud RANs}, journal={CoRR}, author={Dräxler, Martin and Karl, Holger},
year={2015} }'
chicago: Dräxler, Martin, and Holger Karl. “Dynamic Backhaul Network Configuration
in SDN-Based Cloud RANs.” CoRR, 2015.
ieee: M. Dräxler and H. Karl, “Dynamic Backhaul Network Configuration in SDN-based
Cloud RANs,” CoRR. 2015.
mla: Dräxler, Martin, and Holger Karl. “Dynamic Backhaul Network Configuration in
SDN-Based Cloud RANs.” CoRR, 2015.
short: M. Dräxler, H. Karl, CoRR (2015).
date_created: 2017-11-27T10:22:25Z
date_updated: 2022-01-06T07:03:39Z
department:
- _id: '75'
publication: CoRR
status: public
title: Dynamic Backhaul Network Configuration in SDN-based Cloud RANs
type: preprint
user_id: '15572'
year: '2015'
...
---
_id: '766'
author:
- first_name: Sevil
full_name: Mehraghdam, Sevil
last_name: Mehraghdam
- first_name: Matthias
full_name: Keller, Matthias
last_name: Keller
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Mehraghdam S, Keller M, Karl H. Specifying and Placing Chains of Virtual Network
Functions. CoRR. 2014.
apa: Mehraghdam, S., Keller, M., & Karl, H. (2014). Specifying and Placing Chains
of Virtual Network Functions. CoRR.
bibtex: '@article{Mehraghdam_Keller_Karl_2014, title={Specifying and Placing Chains
of Virtual Network Functions}, journal={CoRR}, author={Mehraghdam, Sevil and Keller,
Matthias and Karl, Holger}, year={2014} }'
chicago: Mehraghdam, Sevil, Matthias Keller, and Holger Karl. “Specifying and Placing
Chains of Virtual Network Functions.” CoRR, 2014.
ieee: S. Mehraghdam, M. Keller, and H. Karl, “Specifying and Placing Chains of Virtual
Network Functions,” CoRR. 2014.
mla: Mehraghdam, Sevil, et al. “Specifying and Placing Chains of Virtual Network
Functions.” CoRR, 2014.
short: S. Mehraghdam, M. Keller, H. Karl, CoRR (2014).
date_created: 2017-11-27T10:22:25Z
date_updated: 2022-01-06T07:03:43Z
department:
- _id: '75'
publication: CoRR
status: public
title: Specifying and Placing Chains of Virtual Network Functions
type: preprint
user_id: '15572'
year: '2014'
...
---
_id: '767'
author:
- first_name: Philip
full_name: Wette, Philip
last_name: Wette
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Wette P, Karl H. DCT2Gen: A Versatile TCP Traffic Generator for
Data Centers. CoRR. 2014.'
apa: 'Wette, P., & Karl, H. (2014). DCT2Gen: A Versatile TCP Traffic
Generator for Data Centers. CoRR.'
bibtex: '@article{Wette_Karl_2014, title={DCT2Gen: A Versatile TCP Traffic
Generator for Data Centers}, journal={CoRR}, author={Wette, Philip and Karl, Holger},
year={2014} }'
chicago: 'Wette, Philip, and Holger Karl. “DCT2Gen: A Versatile TCP Traffic
Generator for Data Centers.” CoRR, 2014.'
ieee: 'P. Wette and H. Karl, “DCT2Gen: A Versatile TCP Traffic Generator
for Data Centers,” CoRR. 2014.'
mla: 'Wette, Philip, and Holger Karl. “DCT2Gen: A Versatile TCP Traffic
Generator for Data Centers.” CoRR, 2014.'
short: P. Wette, H. Karl, CoRR (2014).
date_created: 2017-11-27T10:22:25Z
date_updated: 2022-01-06T07:03:43Z
department:
- _id: '75'
publication: CoRR
status: public
title: 'DCT²Gen: A Versatile TCP Traffic Generator for Data Centers'
type: preprint
user_id: '15572'
year: '2014'
...
---
_id: '768'
author:
- first_name: Arne
full_name: Schwabe, Arne
last_name: Schwabe
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Schwabe A, Karl H. Adding Geographical Embedding to AS Topology Generation.
CoRR. 2014.
apa: Schwabe, A., & Karl, H. (2014). Adding Geographical Embedding to AS Topology
Generation. CoRR.
bibtex: '@article{Schwabe_Karl_2014, title={Adding Geographical Embedding to AS
Topology Generation}, journal={CoRR}, author={Schwabe, Arne and Karl, Holger},
year={2014} }'
chicago: Schwabe, Arne, and Holger Karl. “Adding Geographical Embedding to AS Topology
Generation.” CoRR, 2014.
ieee: A. Schwabe and H. Karl, “Adding Geographical Embedding to AS Topology Generation,”
CoRR. 2014.
mla: Schwabe, Arne, and Holger Karl. “Adding Geographical Embedding to AS Topology
Generation.” CoRR, 2014.
short: A. Schwabe, H. Karl, CoRR (2014).
date_created: 2017-11-27T10:22:26Z
date_updated: 2022-01-06T07:03:43Z
department:
- _id: '75'
publication: CoRR
status: public
title: Adding Geographical Embedding to AS Topology Generation
type: preprint
user_id: '15572'
year: '2014'
...
---
_id: '1800'
author:
- first_name: Johannes
full_name: Blanckenstein, Johannes
last_name: Blanckenstein
- first_name: Javier
full_name: Garcia-Jimenez, Javier
last_name: Garcia-Jimenez
- first_name: Jirka
full_name: Klaue, Jirka
last_name: Klaue
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Blanckenstein J, Garcia-Jimenez J, Klaue J, Karl H. A Scalable Redundant TDMA
Protocol for High-Density WSNs Inside an Aircraft. In: Lecture Notes in Electrical
Engineering. Cham: Springer International Publishing; 2013:165-177. doi:10.1007/978-3-319-03071-5_18'
apa: 'Blanckenstein, J., Garcia-Jimenez, J., Klaue, J., & Karl, H. (2013). A
Scalable Redundant TDMA Protocol for High-Density WSNs Inside an Aircraft. In
Lecture Notes in Electrical Engineering (pp. 165–177). Cham: Springer International
Publishing. https://doi.org/10.1007/978-3-319-03071-5_18'
bibtex: '@inbook{Blanckenstein_Garcia-Jimenez_Klaue_Karl_2013, place={Cham}, title={A
Scalable Redundant TDMA Protocol for High-Density WSNs Inside an Aircraft}, DOI={10.1007/978-3-319-03071-5_18},
booktitle={Lecture Notes in Electrical Engineering}, publisher={Springer International
Publishing}, author={Blanckenstein, Johannes and Garcia-Jimenez, Javier and Klaue,
Jirka and Karl, Holger}, year={2013}, pages={165–177} }'
chicago: 'Blanckenstein, Johannes, Javier Garcia-Jimenez, Jirka Klaue, and Holger
Karl. “A Scalable Redundant TDMA Protocol for High-Density WSNs Inside an Aircraft.”
In Lecture Notes in Electrical Engineering, 165–77. Cham: Springer International
Publishing, 2013. https://doi.org/10.1007/978-3-319-03071-5_18.'
ieee: 'J. Blanckenstein, J. Garcia-Jimenez, J. Klaue, and H. Karl, “A Scalable Redundant
TDMA Protocol for High-Density WSNs Inside an Aircraft,” in Lecture Notes in
Electrical Engineering, Cham: Springer International Publishing, 2013, pp.
165–177.'
mla: Blanckenstein, Johannes, et al. “A Scalable Redundant TDMA Protocol for High-Density
WSNs Inside an Aircraft.” Lecture Notes in Electrical Engineering, Springer
International Publishing, 2013, pp. 165–77, doi:10.1007/978-3-319-03071-5_18.
short: 'J. Blanckenstein, J. Garcia-Jimenez, J. Klaue, H. Karl, in: Lecture Notes
in Electrical Engineering, Springer International Publishing, Cham, 2013, pp.
165–177.'
date_created: 2018-03-27T07:45:46Z
date_updated: 2022-01-06T06:53:25Z
department:
- _id: '75'
doi: 10.1007/978-3-319-03071-5_18
page: 165-177
place: Cham
publication: Lecture Notes in Electrical Engineering
publication_identifier:
isbn:
- '9783319030708'
- '9783319030715'
issn:
- 1876-1100
- 1876-1119
publication_status: published
publisher: Springer International Publishing
status: public
title: A Scalable Redundant TDMA Protocol for High-Density WSNs Inside an Aircraft
type: book_chapter
user_id: '15572'
year: '2013'
...
---
_id: '1804'
author:
- first_name: Antonio
full_name: de la Oliva, Antonio
last_name: de la Oliva
- first_name: Arianna
full_name: Morelli, Arianna
last_name: Morelli
- first_name: Vincenzo
full_name: Mancuso, Vincenzo
last_name: Mancuso
- first_name: Martin
full_name: Draexler, Martin
last_name: Draexler
- first_name: Tim
full_name: Hentschel, Tim
last_name: Hentschel
- first_name: Telemaco
full_name: Melia, Telemaco
last_name: Melia
- first_name: Pierrick
full_name: Seite, Pierrick
last_name: Seite
- first_name: Claudio
full_name: Cicconetti, Claudio
last_name: Cicconetti
citation:
ama: 'de la Oliva A, Morelli A, Mancuso V, et al. Denser Networks for the Future
Internet, the CROWD Approach. In: Lecture Notes of the Institute for Computer
Sciences, Social Informatics and Telecommunications Engineering. Berlin, Heidelberg:
Springer Berlin Heidelberg; 2013:28-41. doi:10.1007/978-3-642-37935-2_3'
apa: 'de la Oliva, A., Morelli, A., Mancuso, V., Draexler, M., Hentschel, T., Melia,
T., … Cicconetti, C. (2013). Denser Networks for the Future Internet, the CROWD
Approach. In Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering (pp. 28–41). Berlin, Heidelberg: Springer
Berlin Heidelberg. https://doi.org/10.1007/978-3-642-37935-2_3'
bibtex: '@inbook{de la Oliva_Morelli_Mancuso_Draexler_Hentschel_Melia_Seite_Cicconetti_2013,
place={Berlin, Heidelberg}, title={Denser Networks for the Future Internet, the
CROWD Approach}, DOI={10.1007/978-3-642-37935-2_3},
booktitle={Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering}, publisher={Springer Berlin Heidelberg}, author={de
la Oliva, Antonio and Morelli, Arianna and Mancuso, Vincenzo and Draexler, Martin
and Hentschel, Tim and Melia, Telemaco and Seite, Pierrick and Cicconetti, Claudio},
year={2013}, pages={28–41} }'
chicago: 'Oliva, Antonio de la, Arianna Morelli, Vincenzo Mancuso, Martin Draexler,
Tim Hentschel, Telemaco Melia, Pierrick Seite, and Claudio Cicconetti. “Denser
Networks for the Future Internet, the CROWD Approach.” In Lecture Notes of
the Institute for Computer Sciences, Social Informatics and Telecommunications
Engineering, 28–41. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013.
https://doi.org/10.1007/978-3-642-37935-2_3.'
ieee: 'A. de la Oliva et al., “Denser Networks for the Future Internet, the
CROWD Approach,” in Lecture Notes of the Institute for Computer Sciences, Social
Informatics and Telecommunications Engineering, Berlin, Heidelberg: Springer
Berlin Heidelberg, 2013, pp. 28–41.'
mla: de la Oliva, Antonio, et al. “Denser Networks for the Future Internet, the
CROWD Approach.” Lecture Notes of the Institute for Computer Sciences, Social
Informatics and Telecommunications Engineering, Springer Berlin Heidelberg,
2013, pp. 28–41, doi:10.1007/978-3-642-37935-2_3.
short: 'A. de la Oliva, A. Morelli, V. Mancuso, M. Draexler, T. Hentschel, T. Melia,
P. Seite, C. Cicconetti, in: Lecture Notes of the Institute for Computer Sciences,
Social Informatics and Telecommunications Engineering, Springer Berlin Heidelberg,
Berlin, Heidelberg, 2013, pp. 28–41.'
date_created: 2018-03-27T08:04:37Z
date_updated: 2022-01-06T06:53:25Z
department:
- _id: '75'
doi: 10.1007/978-3-642-37935-2_3
ec_funded: '1'
page: 28-41
place: Berlin, Heidelberg
project:
- _id: '22'
call_identifier: FP7-ICT-2011-C
grant_number: '318115'
name: Connectivity management for eneRgy Optimised Wireless Dense works
publication: Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering
publication_identifier:
isbn:
- '9783642379345'
- '9783642379352'
issn:
- 1867-8211
- 1867-822X
publication_status: published
publisher: Springer Berlin Heidelberg
status: public
title: Denser Networks for the Future Internet, the CROWD Approach
type: book_chapter
user_id: '15572'
year: '2013'
...
---
_id: '781'
author:
- first_name: Martin
full_name: Dräxler, Martin
last_name: Dräxler
- first_name: Johannes
full_name: Blobel, Johannes
last_name: Blobel
- first_name: Philipp
full_name: Dreimann, Philipp
last_name: Dreimann
- first_name: Stefan
full_name: Valentin, Stefan
last_name: Valentin
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Dräxler M, Blobel J, Dreimann P, Valentin S, Karl H. Anticipatory Buffer Control
and Quality Selection for Wireless Video Streaming. CoRR. 2013.
apa: Dräxler, M., Blobel, J., Dreimann, P., Valentin, S., & Karl, H. (2013).
Anticipatory Buffer Control and Quality Selection for Wireless Video Streaming.
CoRR.
bibtex: '@article{Dräxler_Blobel_Dreimann_Valentin_Karl_2013, title={Anticipatory
Buffer Control and Quality Selection for Wireless Video Streaming}, journal={CoRR},
author={Dräxler, Martin and Blobel, Johannes and Dreimann, Philipp and Valentin,
Stefan and Karl, Holger}, year={2013} }'
chicago: Dräxler, Martin, Johannes Blobel, Philipp Dreimann, Stefan Valentin, and
Holger Karl. “Anticipatory Buffer Control and Quality Selection for Wireless Video
Streaming.” CoRR, 2013.
ieee: M. Dräxler, J. Blobel, P. Dreimann, S. Valentin, and H. Karl, “Anticipatory
Buffer Control and Quality Selection for Wireless Video Streaming,” CoRR.
2013.
mla: Dräxler, Martin, et al. “Anticipatory Buffer Control and Quality Selection
for Wireless Video Streaming.” CoRR, 2013.
short: M. Dräxler, J. Blobel, P. Dreimann, S. Valentin, H. Karl, CoRR (2013).
date_created: 2017-11-27T10:22:26Z
date_updated: 2022-01-06T07:03:46Z
department:
- _id: '75'
language:
- iso: eng
publication: CoRR
related_material:
link:
- relation: confirmation
url: https://arxiv.org/abs/1309.5491
status: public
title: Anticipatory Buffer Control and Quality Selection for Wireless Video Streaming
type: preprint
user_id: '126'
year: '2013'
...
---
_id: '2504'
author:
- first_name: Rana Azeem M.
full_name: Khan, Rana Azeem M.
last_name: Khan
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Khan RAM, Karl H. Simulating Cooperative Diversity Protocols for Multi-Hop
Wireless and Sensor Networks.; 2012.
apa: Khan, R. A. M., & Karl, H. (2012). Simulating Cooperative Diversity
Protocols for Multi-hop Wireless and Sensor Networks.
bibtex: '@book{Khan_Karl_2012, title={Simulating Cooperative Diversity Protocols
for Multi-hop Wireless and Sensor Networks}, author={Khan, Rana Azeem M. and Karl,
Holger}, year={2012} }'
chicago: Khan, Rana Azeem M., and Holger Karl. Simulating Cooperative Diversity
Protocols for Multi-Hop Wireless and Sensor Networks, 2012.
ieee: R. A. M. Khan and H. Karl, Simulating Cooperative Diversity Protocols for
Multi-hop Wireless and Sensor Networks. 2012.
mla: Khan, Rana Azeem M., and Holger Karl. Simulating Cooperative Diversity Protocols
for Multi-Hop Wireless and Sensor Networks. 2012.
short: R.A.M. Khan, H. Karl, Simulating Cooperative Diversity Protocols for Multi-Hop
Wireless and Sensor Networks, 2012.
date_created: 2018-04-26T10:33:57Z
date_updated: 2022-01-06T06:56:44Z
department:
- _id: '75'
main_file_link:
- url: https://pdfs.semanticscholar.org/d44f/54184aee09de1c22906b7515976de801d473.pdf
status: public
title: Simulating Cooperative Diversity Protocols for Multi-hop Wireless and Sensor
Networks
type: report
user_id: '15572'
year: '2012'
...
---
_id: '2505'
author:
- first_name: Christian
full_name: Dannewitz, Christian
last_name: Dannewitz
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Aditya
full_name: Yadav, Aditya
last_name: Yadav
citation:
ama: Dannewitz C, Karl H, Yadav A. Report on Locality in DNS Requests – Evaluation
and Impact on Future Internet Architectures.; 2012.
apa: Dannewitz, C., Karl, H., & Yadav, A. (2012). Report on Locality in DNS
Requests – Evaluation and Impact on Future Internet Architectures.
bibtex: '@book{Dannewitz_Karl_Yadav_2012, title={Report on Locality in DNS Requests
– Evaluation and Impact on Future Internet Architectures}, author={Dannewitz,
Christian and Karl, Holger and Yadav, Aditya}, year={2012} }'
chicago: Dannewitz, Christian, Holger Karl, and Aditya Yadav. Report on Locality
in DNS Requests – Evaluation and Impact on Future Internet Architectures,
2012.
ieee: C. Dannewitz, H. Karl, and A. Yadav, Report on Locality in DNS Requests
– Evaluation and Impact on Future Internet Architectures. 2012.
mla: Dannewitz, Christian, et al. Report on Locality in DNS Requests – Evaluation
and Impact on Future Internet Architectures. 2012.
short: C. Dannewitz, H. Karl, A. Yadav, Report on Locality in DNS Requests – Evaluation
and Impact on Future Internet Architectures, 2012.
date_created: 2018-04-26T10:38:06Z
date_updated: 2022-01-06T06:56:44Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: closed
content_type: application/pdf
creator: tabu
date_created: 2018-04-26T10:37:47Z
date_updated: 2018-04-26T10:37:47Z
file_id: '2507'
file_name: Dannewitz-Report_on_Locality_in_DNS_Requests.pdf
file_size: 284669
relation: main_file
success: 1
file_date_updated: 2018-04-26T10:37:47Z
has_accepted_license: '1'
status: public
title: Report on Locality in DNS Requests – Evaluation and Impact on Future Internet
Architectures
type: report
user_id: '15572'
year: '2012'
...
---
_id: '603'
abstract:
- lang: eng
text: 'Preemptive Routing and Wavelength Assignment (RWA) algorithms preempt established
lightpaths in case not enough resources are available to setup a new lightpath
in a Wavelength Division Multiplexing (WDM) network. The selection of lightpaths
to be preempted relies on internal decisions of the RWA algorithm. Thus, if dedicated
properties of the network topology are required by the applications running on
the network, these requirements have to be known by the RWA algorithm. Otherwise
it might happen that by preempting a particular lightpath these requirements are
violated. If, however, these requirements include parameters only known at the
nodes running the application, the RWA algorithm cannot evaluate the requirements.
For this reason a RWA algorithm is needed which involves its users in the preemption
decisions. We present a family of preemptive RWA algorithms for WDM networks.
These algorithms have two distinguishing features: a) they can handle dynamic
traffic by on-the-fly reconfiguration, and b) users can give feedback for reconfiguration
decisions and thus influence the preemption decision of the RWA algorithm, leading
to networks which adapt directly to application needs. This is different from
traffic engineering where the network is (slowly) adapted to observed traffic patterns.
Our algorithms handle various WDM network configurations including networks consisting
of heterogeneous WDM hardware. To this end, we are using the layered graph approach
together with a newly developed graph model that is used to determine conflicting
lightpaths.'
author:
- first_name: Philip
full_name: Wette, Philip
last_name: Wette
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Wette P, Karl H. Introducing Feedback to Preemptive Routing and Wavelength
Assignment Algorithms for Dynamic Traffic Scenarios. Universität Paderborn;
2012.
apa: Wette, P., & Karl, H. (2012). Introducing feedback to preemptive routing
and wavelength assignment algorithms for dynamic traffic scenarios. Universität
Paderborn.
bibtex: '@book{Wette_Karl_2012, title={Introducing feedback to preemptive routing
and wavelength assignment algorithms for dynamic traffic scenarios}, publisher={Universität
Paderborn}, author={Wette, Philip and Karl, Holger}, year={2012} }'
chicago: Wette, Philip, and Holger Karl. Introducing Feedback to Preemptive Routing
and Wavelength Assignment Algorithms for Dynamic Traffic Scenarios. Universität
Paderborn, 2012.
ieee: P. Wette and H. Karl, Introducing feedback to preemptive routing and wavelength
assignment algorithms for dynamic traffic scenarios. Universität Paderborn,
2012.
mla: Wette, Philip, and Holger Karl. Introducing Feedback to Preemptive Routing
and Wavelength Assignment Algorithms for Dynamic Traffic Scenarios. Universität
Paderborn, 2012.
short: P. Wette, H. Karl, Introducing Feedback to Preemptive Routing and Wavelength
Assignment Algorithms for Dynamic Traffic Scenarios, Universität Paderborn, 2012.
date_created: 2017-10-17T12:42:49Z
date_updated: 2022-01-06T07:02:51Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: closed
content_type: application/pdf
creator: hkarl
date_created: 2018-03-09T09:57:26Z
date_updated: 2018-03-09T09:57:26Z
file_id: '1205'
file_name: underlayMod2.pdf
file_size: 717326
relation: main_file
success: 1
file_date_updated: 2018-03-09T09:57:26Z
has_accepted_license: '1'
project:
- _id: '1'
name: SFB 901
- _id: '6'
name: SFB 901 - Subprojekt A2
- _id: '2'
name: SFB 901 - Project Area A
publisher: Universität Paderborn
status: public
title: Introducing feedback to preemptive routing and wavelength assignment algorithms
for dynamic traffic scenarios
type: report
user_id: '126'
year: '2012'
...
---
_id: '2662'
author:
- first_name: Christian
full_name: Dannewitz, Christian
last_name: Dannewitz
- first_name: et
full_name: al, et
last_name: al
citation:
ama: 'Dannewitz C, al et. How to manage and Search/Retrieve Information Objects.
In: Architecture and Design for the Future Internet. ; 2011.'
apa: Dannewitz, C., & al, et. (2011). How to manage and Search/Retrieve Information
Objects. In Architecture and Design for the Future Internet.
bibtex: '@inbook{Dannewitz_al_2011, title={How to manage and Search/Retrieve Information
Objects}, booktitle={Architecture and Design for the Future Internet}, author={Dannewitz,
Christian and al, et}, year={2011} }'
chicago: Dannewitz, Christian, and et al. “How to Manage and Search/Retrieve Information
Objects.” In Architecture and Design for the Future Internet, 2011.
ieee: C. Dannewitz and et al, “How to manage and Search/Retrieve Information Objects,”
in Architecture and Design for the Future Internet, 2011.
mla: Dannewitz, Christian, and et al. “How to Manage and Search/Retrieve Information
Objects.” Architecture and Design for the Future Internet, 2011.
short: 'C. Dannewitz, et al, in: Architecture and Design for the Future Internet,
2011.'
date_created: 2018-05-07T08:59:49Z
date_updated: 2022-01-06T06:57:23Z
department:
- _id: '75'
main_file_link:
- url: https://www.springer.com/de/book/9789048193455
publication: Architecture and Design for the Future Internet
status: public
title: How to manage and Search/Retrieve Information Objects
type: book_chapter
user_id: '15572'
year: '2011'
...
---
_id: '2663'
author:
- first_name: Christian
full_name: Dannewitz, Christian
last_name: Dannewitz
- first_name: et
full_name: al, et
last_name: al
citation:
ama: 'Dannewitz C, al et. Integrating Generic Paths and NetInf. In: Architecture
and Design for the Future Internet. ; 2011.'
apa: Dannewitz, C., & al, et. (2011). Integrating Generic Paths and NetInf.
In Architecture and Design for the Future Internet.
bibtex: '@inbook{Dannewitz_al_2011, title={Integrating Generic Paths and NetInf},
booktitle={Architecture and Design for the Future Internet}, author={Dannewitz,
Christian and al, et}, year={2011} }'
chicago: Dannewitz, Christian, and et al. “Integrating Generic Paths and NetInf.”
In Architecture and Design for the Future Internet, 2011.
ieee: C. Dannewitz and et al, “Integrating Generic Paths and NetInf,” in Architecture
and Design for the Future Internet, 2011.
mla: Dannewitz, Christian, and et al. “Integrating Generic Paths and NetInf.” Architecture
and Design for the Future Internet, 2011.
short: 'C. Dannewitz, et al, in: Architecture and Design for the Future Internet,
2011.'
date_created: 2018-05-07T09:23:29Z
date_updated: 2022-01-06T06:57:24Z
department:
- _id: '75'
main_file_link:
- url: https://www.springer.com/de/book/9789048193455
publication: Architecture and Design for the Future Internet
status: public
title: Integrating Generic Paths and NetInf
type: book_chapter
user_id: '15572'
year: '2011'
...
---
_id: '1838'
author:
- first_name: Theo
full_name: Kanter, Theo
last_name: Kanter
- first_name: Victor
full_name: Kardeby, Victor
last_name: Kardeby
- first_name: Stefan
full_name: Forsström, Stefan
last_name: Forsström
- first_name: Jamie
full_name: Walters, Jamie
last_name: Walters
citation:
ama: 'Kanter T, Kardeby V, Forsström S, Walters J. Scenarios, Research Issues, and
Architecture for Ubiquitous Sensing. In: Lecture Notes of the Institute for
Computer Sciences, Social Informatics and Telecommunications Engineering.
Berlin, Heidelberg: Springer Berlin Heidelberg; 2011:285-297. doi:10.1007/978-3-642-21444-8_25'
apa: 'Kanter, T., Kardeby, V., Forsström, S., & Walters, J. (2011). Scenarios,
Research Issues, and Architecture for Ubiquitous Sensing. In Lecture Notes
of the Institute for Computer Sciences, Social Informatics and Telecommunications
Engineering (pp. 285–297). Berlin, Heidelberg: Springer Berlin Heidelberg.
https://doi.org/10.1007/978-3-642-21444-8_25'
bibtex: '@inbook{Kanter_Kardeby_Forsström_Walters_2011, place={Berlin, Heidelberg},
title={Scenarios, Research Issues, and Architecture for Ubiquitous Sensing}, DOI={10.1007/978-3-642-21444-8_25},
booktitle={Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering}, publisher={Springer Berlin Heidelberg}, author={Kanter,
Theo and Kardeby, Victor and Forsström, Stefan and Walters, Jamie}, year={2011},
pages={285–297} }'
chicago: 'Kanter, Theo, Victor Kardeby, Stefan Forsström, and Jamie Walters. “Scenarios,
Research Issues, and Architecture for Ubiquitous Sensing.” In Lecture Notes
of the Institute for Computer Sciences, Social Informatics and Telecommunications
Engineering, 285–97. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011.
https://doi.org/10.1007/978-3-642-21444-8_25.'
ieee: 'T. Kanter, V. Kardeby, S. Forsström, and J. Walters, “Scenarios, Research
Issues, and Architecture for Ubiquitous Sensing,” in Lecture Notes of the Institute
for Computer Sciences, Social Informatics and Telecommunications Engineering,
Berlin, Heidelberg: Springer Berlin Heidelberg, 2011, pp. 285–297.'
mla: Kanter, Theo, et al. “Scenarios, Research Issues, and Architecture for Ubiquitous
Sensing.” Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering, Springer Berlin Heidelberg, 2011, pp.
285–97, doi:10.1007/978-3-642-21444-8_25.
short: 'T. Kanter, V. Kardeby, S. Forsström, J. Walters, in: Lecture Notes of the
Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,
Springer Berlin Heidelberg, Berlin, Heidelberg, 2011, pp. 285–297.'
date_created: 2018-03-27T12:48:06Z
date_updated: 2022-01-06T06:53:31Z
department:
- _id: '75'
doi: 10.1007/978-3-642-21444-8_25
page: 285-297
place: Berlin, Heidelberg
publication: Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering
publication_identifier:
isbn:
- '9783642214431'
- '9783642214448'
issn:
- 1867-8211
- 1867-822X
publication_status: published
publisher: Springer Berlin Heidelberg
status: public
title: Scenarios, Research Issues, and Architecture for Ubiquitous Sensing
type: book_chapter
user_id: '15572'
year: '2011'
...
---
_id: '1915'
author:
- first_name: Michael
full_name: Savorić, Michael
last_name: Savorić
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Adam
full_name: Wolisz, Adam
last_name: Wolisz
citation:
ama: 'Savorić M, Karl H, Wolisz A. Selected properties of a joint congestion controller
for TCP connections. In: Providing Quality of Service in Heterogeneous Environments,
Proceedings of the 18th International Teletraffic Congress - ITC-18. Elsevier;
2010:861-870. doi:10.1016/s1388-3437(03)80235-4'
apa: Savorić, M., Karl, H., & Wolisz, A. (2010). Selected properties of a joint
congestion controller for TCP connections. In Providing Quality of Service
in Heterogeneous Environments, Proceedings of the 18th International Teletraffic
Congress - ITC-18 (pp. 861–870). Elsevier. https://doi.org/10.1016/s1388-3437(03)80235-4
bibtex: '@inbook{Savorić_Karl_Wolisz_2010, title={Selected properties of a joint
congestion controller for TCP connections}, DOI={10.1016/s1388-3437(03)80235-4},
booktitle={Providing Quality of Service in Heterogeneous Environments, Proceedings
of the 18th International Teletraffic Congress - ITC-18}, publisher={Elsevier},
author={Savorić, Michael and Karl, Holger and Wolisz, Adam}, year={2010}, pages={861–870}
}'
chicago: Savorić, Michael, Holger Karl, and Adam Wolisz. “Selected Properties of
a Joint Congestion Controller for TCP Connections.” In Providing Quality of
Service in Heterogeneous Environments, Proceedings of the 18th International Teletraffic
Congress - ITC-18, 861–70. Elsevier, 2010. https://doi.org/10.1016/s1388-3437(03)80235-4.
ieee: M. Savorić, H. Karl, and A. Wolisz, “Selected properties of a joint congestion
controller for TCP connections,” in Providing Quality of Service in Heterogeneous
Environments, Proceedings of the 18th International Teletraffic Congress - ITC-18,
Elsevier, 2010, pp. 861–870.
mla: Savorić, Michael, et al. “Selected Properties of a Joint Congestion Controller
for TCP Connections.” Providing Quality of Service in Heterogeneous Environments,
Proceedings of the 18th International Teletraffic Congress - ITC-18, Elsevier,
2010, pp. 861–70, doi:10.1016/s1388-3437(03)80235-4.
short: 'M. Savorić, H. Karl, A. Wolisz, in: Providing Quality of Service in Heterogeneous
Environments, Proceedings of the 18th International Teletraffic Congress - ITC-18,
Elsevier, 2010, pp. 861–870.'
date_created: 2018-03-28T10:37:51Z
date_updated: 2022-01-06T06:53:58Z
department:
- _id: '75'
doi: 10.1016/s1388-3437(03)80235-4
page: 861-870
publication: Providing Quality of Service in Heterogeneous Environments, Proceedings
of the 18th International Teletraffic Congress - ITC-18
publication_identifier:
isbn:
- '9780444514554'
issn:
- 1388-3437
publication_status: published
publisher: Elsevier
status: public
title: Selected properties of a joint congestion controller for TCP connections
type: book_chapter
user_id: '15572'
year: '2010'
...
---
_id: '1830'
author:
- first_name: Thorsten
full_name: Biermann, Thorsten
last_name: Biermann
- first_name: Arne
full_name: Schwabe, Arne
last_name: Schwabe
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Biermann T, Schwabe A, Karl H. Creating Butterflies in the Core – A Network
Coding Extension for MPLS/RSVP-TE. In: NETWORKING 2009. Berlin, Heidelberg:
Springer Berlin Heidelberg; 2009:883-894. doi:10.1007/978-3-642-01399-7_69'
apa: 'Biermann, T., Schwabe, A., & Karl, H. (2009). Creating Butterflies in
the Core – A Network Coding Extension for MPLS/RSVP-TE. In NETWORKING 2009
(pp. 883–894). Berlin, Heidelberg: Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-01399-7_69'
bibtex: '@inbook{Biermann_Schwabe_Karl_2009, place={Berlin, Heidelberg}, title={Creating
Butterflies in the Core – A Network Coding Extension for MPLS/RSVP-TE}, DOI={10.1007/978-3-642-01399-7_69},
booktitle={NETWORKING 2009}, publisher={Springer Berlin Heidelberg}, author={Biermann,
Thorsten and Schwabe, Arne and Karl, Holger}, year={2009}, pages={883–894} }'
chicago: 'Biermann, Thorsten, Arne Schwabe, and Holger Karl. “Creating Butterflies
in the Core – A Network Coding Extension for MPLS/RSVP-TE.” In NETWORKING 2009,
883–94. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009. https://doi.org/10.1007/978-3-642-01399-7_69.'
ieee: 'T. Biermann, A. Schwabe, and H. Karl, “Creating Butterflies in the Core –
A Network Coding Extension for MPLS/RSVP-TE,” in NETWORKING 2009, Berlin,
Heidelberg: Springer Berlin Heidelberg, 2009, pp. 883–894.'
mla: Biermann, Thorsten, et al. “Creating Butterflies in the Core – A Network Coding
Extension for MPLS/RSVP-TE.” NETWORKING 2009, Springer Berlin Heidelberg,
2009, pp. 883–94, doi:10.1007/978-3-642-01399-7_69.
short: 'T. Biermann, A. Schwabe, H. Karl, in: NETWORKING 2009, Springer Berlin Heidelberg,
Berlin, Heidelberg, 2009, pp. 883–894.'
date_created: 2018-03-27T12:31:37Z
date_updated: 2022-01-06T06:53:28Z
department:
- _id: '75'
doi: 10.1007/978-3-642-01399-7_69
page: 883-894
place: Berlin, Heidelberg
publication: NETWORKING 2009
publication_identifier:
isbn:
- '9783642013980'
- '9783642013997'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Berlin Heidelberg
status: public
title: Creating Butterflies in the Core – A Network Coding Extension for MPLS/RSVP-TE
type: book_chapter
user_id: '15572'
year: '2009'
...
---
_id: '2513'
author:
- first_name: Thorsten
full_name: Biermann, Thorsten
last_name: Biermann
- first_name: Christian
full_name: Dannewitz, Christian
last_name: Dannewitz
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Biermann T, Dannewitz C, Karl H. Extended Results on an Adaptive Resource/Performance
Trade-Off for Resolving Complex Queries in P2P Networks.; 2008.
apa: Biermann, T., Dannewitz, C., & Karl, H. (2008). Extended Results on
an Adaptive Resource/Performance Trade-Off for Resolving Complex Queries in P2P
Networks.
bibtex: '@book{Biermann_Dannewitz_Karl_2008, title={Extended Results on an Adaptive
Resource/Performance Trade-Off for Resolving Complex Queries in P2P Networks},
author={Biermann, Thorsten and Dannewitz, Christian and Karl, Holger}, year={2008}
}'
chicago: Biermann, Thorsten, Christian Dannewitz, and Holger Karl. Extended Results
on an Adaptive Resource/Performance Trade-Off for Resolving Complex Queries in
P2P Networks, 2008.
ieee: T. Biermann, C. Dannewitz, and H. Karl, Extended Results on an Adaptive
Resource/Performance Trade-Off for Resolving Complex Queries in P2P Networks.
2008.
mla: Biermann, Thorsten, et al. Extended Results on an Adaptive Resource/Performance
Trade-Off for Resolving Complex Queries in P2P Networks. 2008.
short: T. Biermann, C. Dannewitz, H. Karl, Extended Results on an Adaptive Resource/Performance
Trade-Off for Resolving Complex Queries in P2P Networks, 2008.
date_created: 2018-04-26T10:46:08Z
date_updated: 2022-01-06T06:56:53Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: closed
content_type: application/pdf
creator: tabu
date_created: 2018-04-26T10:45:25Z
date_updated: 2018-04-26T10:45:25Z
file_id: '2514'
file_name: Optimizing.pdf
file_size: 230623
relation: main_file
success: 1
file_date_updated: 2018-04-26T10:45:25Z
has_accepted_license: '1'
status: public
title: Extended Results on an Adaptive Resource/Performance Trade-Off for Resolving
Complex Queries in P2P Networks
type: report
user_id: '15572'
year: '2008'
...
---
_id: '1841'
author:
- first_name: Dereje H.
full_name: Woldegebreal, Dereje H.
last_name: Woldegebreal
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Woldegebreal DH, Karl H. Network-Coding-Based Cooperative Transmission in
Wireless Sensor Networks: Diversity-Multiplexing Tradeoff and Coverage Area Extension.
In: Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin
Heidelberg; 2008:141-155. doi:10.1007/978-3-540-77690-1_9'
apa: 'Woldegebreal, D. H., & Karl, H. (2008). Network-Coding-Based Cooperative
Transmission in Wireless Sensor Networks: Diversity-Multiplexing Tradeoff and
Coverage Area Extension. In Lecture Notes in Computer Science (pp. 141–155).
Berlin, Heidelberg: Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-77690-1_9'
bibtex: '@inbook{Woldegebreal_Karl_2008, place={Berlin, Heidelberg}, title={Network-Coding-Based
Cooperative Transmission in Wireless Sensor Networks: Diversity-Multiplexing Tradeoff
and Coverage Area Extension}, DOI={10.1007/978-3-540-77690-1_9},
booktitle={Lecture Notes in Computer Science}, publisher={Springer Berlin Heidelberg},
author={Woldegebreal, Dereje H. and Karl, Holger}, year={2008}, pages={141–155}
}'
chicago: 'Woldegebreal, Dereje H., and Holger Karl. “Network-Coding-Based Cooperative
Transmission in Wireless Sensor Networks: Diversity-Multiplexing Tradeoff and
Coverage Area Extension.” In Lecture Notes in Computer Science, 141–55.
Berlin, Heidelberg: Springer Berlin Heidelberg, 2008. https://doi.org/10.1007/978-3-540-77690-1_9.'
ieee: 'D. H. Woldegebreal and H. Karl, “Network-Coding-Based Cooperative Transmission
in Wireless Sensor Networks: Diversity-Multiplexing Tradeoff and Coverage Area
Extension,” in Lecture Notes in Computer Science, Berlin, Heidelberg: Springer
Berlin Heidelberg, 2008, pp. 141–155.'
mla: 'Woldegebreal, Dereje H., and Holger Karl. “Network-Coding-Based Cooperative
Transmission in Wireless Sensor Networks: Diversity-Multiplexing Tradeoff and
Coverage Area Extension.” Lecture Notes in Computer Science, Springer Berlin
Heidelberg, 2008, pp. 141–55, doi:10.1007/978-3-540-77690-1_9.'
short: 'D.H. Woldegebreal, H. Karl, in: Lecture Notes in Computer Science, Springer
Berlin Heidelberg, Berlin, Heidelberg, 2008, pp. 141–155.'
date_created: 2018-03-27T13:03:56Z
date_updated: 2022-01-06T06:53:32Z
department:
- _id: '75'
doi: 10.1007/978-3-540-77690-1_9
page: 141-155
place: Berlin, Heidelberg
publication: Lecture Notes in Computer Science
publication_identifier:
isbn:
- '9783540776895'
- '9783540776901'
publication_status: published
publisher: Springer Berlin Heidelberg
status: public
title: 'Network-Coding-Based Cooperative Transmission in Wireless Sensor Networks:
Diversity-Multiplexing Tradeoff and Coverage Area Extension'
type: book_chapter
user_id: '15572'
year: '2008'
...
---
_id: '2515'
author:
- first_name: Falk
full_name: Eitzen, Falk
last_name: Eitzen
- first_name: Stefan
full_name: Valentin, Stefan
last_name: Valentin
- first_name: Kai
full_name: Gossens, Kai
last_name: Gossens
- first_name: Holger
full_name: Karl, Holger
last_name: Karl
- first_name: Oliver
full_name: Rolfes, Oliver
last_name: Rolfes
citation:
ama: Eitzen F, Valentin S, Gossens K, Karl H, Rolfes O. Experimental Evaluation
of IEEE 802.11a-Based WLANs for Medium Range Communication.; 2007.
apa: Eitzen, F., Valentin, S., Gossens, K., Karl, H., & Rolfes, O. (2007). Experimental
evaluation of IEEE 802.11a-based WLANs for medium range communication.
bibtex: '@book{Eitzen_Valentin_Gossens_Karl_Rolfes_2007, title={Experimental evaluation
of IEEE 802.11a-based WLANs for medium range communication}, author={Eitzen, Falk
and Valentin, Stefan and Gossens, Kai and Karl, Holger and Rolfes, Oliver}, year={2007}
}'
chicago: Eitzen, Falk, Stefan Valentin, Kai Gossens, Holger Karl, and Oliver Rolfes.
Experimental Evaluation of IEEE 802.11a-Based WLANs for Medium Range Communication,
2007.
ieee: F. Eitzen, S. Valentin, K. Gossens, H. Karl, and O. Rolfes, Experimental
evaluation of IEEE 802.11a-based WLANs for medium range communication. 2007.
mla: Eitzen, Falk, et al. Experimental Evaluation of IEEE 802.11a-Based WLANs
for Medium Range Communication. 2007.
short: F. Eitzen, S. Valentin, K. Gossens, H. Karl, O. Rolfes, Experimental Evaluation
of IEEE 802.11a-Based WLANs for Medium Range Communication, 2007.
date_created: 2018-04-26T10:48:30Z
date_updated: 2022-01-06T06:56:53Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: closed
content_type: application/pdf
creator: tabu
date_created: 2018-04-26T10:48:18Z
date_updated: 2018-04-26T10:48:18Z
file_id: '2516'
file_name: tr-ri-07-281-wlan_wman_measurements.pdf
file_size: 316998
relation: main_file
success: 1
file_date_updated: 2018-04-26T10:48:18Z
has_accepted_license: '1'
status: public
title: Experimental evaluation of IEEE 802.11a-based WLANs for medium range communication
type: report
user_id: '15572'
year: '2007'
...
---
_id: '2518'
author:
- first_name: Stefan
full_name: Valentin, Stefan
last_name: Valentin
- first_name: Holger
full_name: von Malm, Holger
last_name: von Malm
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: Valentin S, von Malm H, Karl H. Evaluating the GNU Software Radio Platform
for Wireless Testbeds.; 2006.
apa: Valentin, S., von Malm, H., & Karl, H. (2006). Evaluating the GNU Software
Radio platform for wireless testbeds.
bibtex: '@book{Valentin_von Malm_Karl_2006, title={Evaluating the GNU Software Radio
platform for wireless testbeds}, author={Valentin, Stefan and von Malm, Holger
and Karl, Holger}, year={2006} }'
chicago: Valentin, Stefan, Holger von Malm, and Holger Karl. Evaluating the GNU
Software Radio Platform for Wireless Testbeds, 2006.
ieee: S. Valentin, H. von Malm, and H. Karl, Evaluating the GNU Software Radio
platform for wireless testbeds. 2006.
mla: Valentin, Stefan, et al. Evaluating the GNU Software Radio Platform for
Wireless Testbeds. 2006.
short: S. Valentin, H. von Malm, H. Karl, Evaluating the GNU Software Radio Platform
for Wireless Testbeds, 2006.
date_created: 2018-04-26T10:51:00Z
date_updated: 2022-01-06T06:56:54Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: closed
content_type: application/pdf
creator: tabu
date_created: 2018-04-26T10:50:50Z
date_updated: 2018-04-26T10:50:50Z
file_id: '2520'
file_name: TR-RI-06-273-gnuradio_testbed.pdf
file_size: 287318
relation: main_file
success: 1
file_date_updated: 2018-04-26T10:50:50Z
has_accepted_license: '1'
status: public
title: Evaluating the GNU Software Radio platform for wireless testbeds
type: report
user_id: '15572'
year: '2006'
...
---
_id: '841'
author:
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Andreas
full_name: Willig, Andreas
last_name: Willig
citation:
ama: Karl H, Willig A. Protocols and Architectures for Wireless Sensor Networks.;
2005.
apa: Karl, H., & Willig, A. (2005). Protocols and architectures for wireless
sensor networks.
bibtex: '@book{Karl_Willig_2005, title={Protocols and architectures for wireless
sensor networks}, author={Karl, Holger and Willig, Andreas}, year={2005} }'
chicago: Karl, Holger, and Andreas Willig. Protocols and Architectures for Wireless
Sensor Networks, 2005.
ieee: H. Karl and A. Willig, Protocols and architectures for wireless sensor
networks. 2005.
mla: Karl, Holger, and Andreas Willig. Protocols and Architectures for Wireless
Sensor Networks. 2005.
short: H. Karl, A. Willig, Protocols and Architectures for Wireless Sensor Networks,
2005.
date_created: 2017-11-27T10:22:27Z
date_updated: 2022-01-06T07:03:54Z
department:
- _id: '75'
publication_identifier:
isbn:
- 978-0-470-09510-2
status: public
title: Protocols and architectures for wireless sensor networks
type: book
user_id: '15572'
year: '2005'
...
---
_id: '848'
author:
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Karl H. Ad Hoc Networks. In: The Industrial Information Technology Handbook.
; 2005:1--16.'
apa: Karl, H. (2005). Ad Hoc Networks. In The Industrial Information Technology
Handbook (pp. 1--16).
bibtex: '@inbook{Karl_2005, title={Ad Hoc Networks}, booktitle={The Industrial Information
Technology Handbook}, author={Karl, Holger}, year={2005}, pages={1--16} }'
chicago: Karl, Holger. “Ad Hoc Networks.” In The Industrial Information Technology
Handbook, 1--16, 2005.
ieee: H. Karl, “Ad Hoc Networks,” in The Industrial Information Technology Handbook,
2005, pp. 1--16.
mla: Karl, Holger. “Ad Hoc Networks.” The Industrial Information Technology Handbook,
2005, pp. 1--16.
short: 'H. Karl, in: The Industrial Information Technology Handbook, 2005, pp. 1--16.'
date_created: 2017-11-27T10:22:27Z
date_updated: 2022-01-06T07:03:55Z
department:
- _id: '75'
page: 1--16
publication: The Industrial Information Technology Handbook
status: public
title: Ad Hoc Networks
type: book_chapter
user_id: '15572'
year: '2005'
...
---
_id: '858'
author:
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Karl H. Data Transmission in Mobile Communication Systems. In: Location-Based
Services. ; 2004:207--244.'
apa: Karl, H. (2004). Data Transmission in Mobile Communication Systems. In Location-Based
Services (pp. 207--244).
bibtex: '@inbook{Karl_2004, title={Data Transmission in Mobile Communication Systems},
booktitle={Location-Based Services}, author={Karl, Holger}, year={2004}, pages={207--244}
}'
chicago: Karl, Holger. “Data Transmission in Mobile Communication Systems.” In Location-Based
Services, 207--244, 2004.
ieee: H. Karl, “Data Transmission in Mobile Communication Systems,” in Location-Based
Services, 2004, pp. 207--244.
mla: Karl, Holger. “Data Transmission in Mobile Communication Systems.” Location-Based
Services, 2004, pp. 207--244.
short: 'H. Karl, in: Location-Based Services, 2004, pp. 207--244.'
date_created: 2017-11-27T10:22:27Z
date_updated: 2022-01-06T07:03:57Z
department:
- _id: '75'
page: 207--244
publication: Location-Based Services
status: public
title: Data Transmission in Mobile Communication Systems
type: book_chapter
user_id: '15572'
year: '2004'
...
---
_id: '2533'
author:
- first_name: Vlado
full_name: ' Handziski, Vlado'
last_name: ' Handziski'
- first_name: Andreas
full_name: Köpke, Andreas
last_name: Köpke
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Adam
full_name: Wolisz, Adam
last_name: Wolisz
citation:
ama: Handziski V, Köpke A, Karl H, Wolisz A. A Common Wireless Sensor Network
Architecture? Berlin; 2003.
apa: Handziski, V., Köpke, A., Karl, H., & Wolisz, A. (2003). A common wireless
sensor network architecture? Berlin.
bibtex: '@book{ Handziski_Köpke_Karl_Wolisz_2003, place={Berlin}, title={A common
wireless sensor network architecture?}, author={ Handziski, Vlado and Köpke, Andreas
and Karl, Holger and Wolisz, Adam}, year={2003} }'
chicago: Handziski, Vlado, Andreas Köpke, Holger Karl, and Adam Wolisz. A Common
Wireless Sensor Network Architecture? Berlin, 2003.
ieee: V. Handziski, A. Köpke, H. Karl, and A. Wolisz, A common wireless sensor
network architecture? Berlin, 2003.
mla: Handziski, Vlado, et al. A Common Wireless Sensor Network Architecture?
2003.
short: V. Handziski, A. Köpke, H. Karl, A. Wolisz, A Common Wireless Sensor Network
Architecture?, Berlin, 2003.
date_created: 2018-04-26T11:19:04Z
date_updated: 2022-01-06T06:57:01Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: closed
content_type: application/pdf
creator: tabu
date_created: 2018-04-26T11:18:38Z
date_updated: 2018-04-26T11:18:38Z
file_id: '2534'
file_name: sensornetz_architecture.pdf
file_size: 137677
relation: main_file
success: 1
file_date_updated: 2018-04-26T11:18:38Z
has_accepted_license: '1'
place: Berlin
status: public
title: A common wireless sensor network architecture?
type: report
user_id: '15572'
year: '2003'
...
---
_id: '2538'
author:
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Seble
full_name: Mengesha, Seble
last_name: Mengesha
- first_name: Daniel
full_name: Hollos, Daniel
last_name: Hollos
citation:
ama: 'Karl H, Mengesha S, Hollos D. Relaying in Wireless Access Networks .
London: Business Briefing: Wireless Technology 2002; 2002.'
apa: 'Karl, H., Mengesha, S., & Hollos, D. (2002). Relaying in Wireless Access
Networks . London: Business Briefing: Wireless Technology 2002.'
bibtex: '@book{Karl_Mengesha_Hollos_2002, place={London}, title={Relaying in Wireless
Access Networks }, publisher={Business Briefing: Wireless Technology 2002}, author={Karl,
Holger and Mengesha, Seble and Hollos, Daniel}, year={2002} }'
chicago: 'Karl, Holger, Seble Mengesha, and Daniel Hollos. Relaying in Wireless
Access Networks . London: Business Briefing: Wireless Technology 2002, 2002.'
ieee: 'H. Karl, S. Mengesha, and D. Hollos, Relaying in Wireless Access Networks
. London: Business Briefing: Wireless Technology 2002, 2002.'
mla: 'Karl, Holger, et al. Relaying in Wireless Access Networks . Business
Briefing: Wireless Technology 2002, 2002.'
short: 'H. Karl, S. Mengesha, D. Hollos, Relaying in Wireless Access Networks ,
Business Briefing: Wireless Technology 2002, London, 2002.'
date_created: 2018-04-26T11:25:49Z
date_updated: 2022-01-06T06:57:02Z
ddc:
- '000'
department:
- _id: '75'
file:
- access_level: closed
content_type: application/pdf
creator: tabu
date_created: 2018-04-26T11:25:41Z
date_updated: 2018-04-26T11:25:41Z
file_id: '2539'
file_name: karlBusinessBriefingRelayAdHoc.pdf
file_size: 226530
relation: main_file
success: 1
file_date_updated: 2018-04-26T11:25:41Z
has_accepted_license: '1'
place: London
publisher: 'Business Briefing: Wireless Technology 2002'
status: public
title: 'Relaying in Wireless Access Networks '
type: report
user_id: '15572'
year: '2002'
...