---
_id: '156'
abstract:
- lang: eng
  text: Many modern compute nodes are heterogeneous multi-cores that integrate several
    CPU cores with fixed function or reconfigurable hardware cores. Such systems need
    to adapt task scheduling and mapping to optimise for performance and energy under
    varying workloads and, increasingly important, for thermal and fault management
    and are thus relevant targets for self-aware computing. In this chapter, we take
    up the generic reference architecture for designing self-aware and self-expressive
    computing systems and refine it for heterogeneous multi-cores. We present ReconOS,
    an architecture, programming model and execution environment for heterogeneous
    multi-cores, and show how the components of the reference architecture can be
    implemented on top of ReconOS. In particular, the unique feature of dynamic partial
    reconfiguration supports self-expression through starting and terminating reconfigurable
    hardware cores. We detail a case study that runs two applications on an architecture
    with one CPU and 12 reconfigurable hardware cores and present self-expression
    strategies for adapting under performance, temperature and even conflicting constraints.
    The case study demonstrates that the reference architecture as a model for self-aware
    computing is highly useful as it allows us to structure and simplify the design
    process, which will be essential for designing complex future compute nodes. Furthermore,
    ReconOS is used as a base technology for flexible protocol stacks in Chapter 10,
    an approach for self-aware computing at the networking level.
author:
- first_name: Andreas
  full_name: Agne, Andreas
  last_name: Agne
- first_name: Markus
  full_name: Happe, Markus
  last_name: Happe
- first_name: Achim
  full_name: Lösch, Achim
  id: '43646'
  last_name: Lösch
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Agne A, Happe M, Lösch A, Plessl C, Platzner M. Self-aware Compute Nodes.
    In: <i>Self-Aware Computing Systems</i>. Natural Computing Series (NCS). Springer
    International Publishing; 2016:145-165. doi:<a href="https://doi.org/10.1007/978-3-319-39675-0_8">10.1007/978-3-319-39675-0_8</a>'
  apa: Agne, A., Happe, M., Lösch, A., Plessl, C., &#38; Platzner, M. (2016). Self-aware
    Compute Nodes. In <i>Self-aware Computing Systems</i> (pp. 145–165). Springer
    International Publishing. <a href="https://doi.org/10.1007/978-3-319-39675-0_8">https://doi.org/10.1007/978-3-319-39675-0_8</a>
  bibtex: '@inbook{Agne_Happe_Lösch_Plessl_Platzner_2016, place={Cham}, series={Natural
    Computing Series (NCS)}, title={Self-aware Compute Nodes}, DOI={<a href="https://doi.org/10.1007/978-3-319-39675-0_8">10.1007/978-3-319-39675-0_8</a>},
    booktitle={Self-aware Computing Systems}, publisher={Springer International Publishing},
    author={Agne, Andreas and Happe, Markus and Lösch, Achim and Plessl, Christian
    and Platzner, Marco}, year={2016}, pages={145–165}, collection={Natural Computing
    Series (NCS)} }'
  chicago: 'Agne, Andreas, Markus Happe, Achim Lösch, Christian Plessl, and Marco
    Platzner. “Self-Aware Compute Nodes.” In <i>Self-Aware Computing Systems</i>,
    145–65. Natural Computing Series (NCS). Cham: Springer International Publishing,
    2016. <a href="https://doi.org/10.1007/978-3-319-39675-0_8">https://doi.org/10.1007/978-3-319-39675-0_8</a>.'
  ieee: 'A. Agne, M. Happe, A. Lösch, C. Plessl, and M. Platzner, “Self-aware Compute
    Nodes,” in <i>Self-aware Computing Systems</i>, Cham: Springer International Publishing,
    2016, pp. 145–165.'
  mla: Agne, Andreas, et al. “Self-Aware Compute Nodes.” <i>Self-Aware Computing Systems</i>,
    Springer International Publishing, 2016, pp. 145–65, doi:<a href="https://doi.org/10.1007/978-3-319-39675-0_8">10.1007/978-3-319-39675-0_8</a>.
  short: 'A. Agne, M. Happe, A. Lösch, C. Plessl, M. Platzner, in: Self-Aware Computing
    Systems, Springer International Publishing, Cham, 2016, pp. 145–165.'
date_created: 2017-10-17T12:41:22Z
date_updated: 2023-09-26T13:27:44Z
ddc:
- '040'
department:
- _id: '518'
- _id: '27'
- _id: '78'
doi: 10.1007/978-3-319-39675-0_8
file:
- access_level: closed
  content_type: application/pdf
  creator: aloesch
  date_created: 2018-11-14T13:20:32Z
  date_updated: 2018-11-14T13:20:32Z
  file_id: '5613'
  file_name: chapter8.pdf
  file_size: 833054
  relation: main_file
  success: 1
file_date_updated: 2018-11-14T13:20:32Z
has_accepted_license: '1'
language:
- iso: eng
page: 145-165
place: Cham
project:
- _id: '1'
  grant_number: '160364472'
  name: SFB 901
- _id: '14'
  grant_number: '160364472'
  name: SFB 901 - Subprojekt C2
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '31'
  grant_number: '257906'
  name: Engineering Proprioception in Computing Systems
publication: Self-aware Computing Systems
publisher: Springer International Publishing
quality_controlled: '1'
series_title: Natural Computing Series (NCS)
status: public
title: Self-aware Compute Nodes
type: book_chapter
user_id: '15278'
year: '2016'
...
---
_id: '165'
abstract:
- lang: eng
  text: A broad spectrum of applications can be accelerated by offloading computation
    intensive parts to reconfigurable hardware. However, to achieve speedups, the
    number of loop it- erations (trip count) needs to be sufficiently large to amortize
    offloading overheads. Trip counts are frequently not known at compile time, but
    only at runtime just before entering a loop. Therefore, we propose to generate
    code for both the CPU and the coprocessor, and defer the offloading decision to
    the application runtime. We demonstrate how a toolflow, based on the LLVM compiler
    framework, can automatically embed dynamic offloading de- cisions into the application
    code. We perform in-depth static and dynamic analysis of pop- ular benchmarks,
    which confirm the general potential of such an approach. We also pro- pose to
    optimize the offloading process by decoupling the runtime decision from the loop
    execution (decision slack). The feasibility of our approach is demonstrated by
    a toolflow that automatically identifies suitable data-parallel loops and generates
    code for the FPGA coprocessor of a Convey HC-1. We evaluate the integrated toolflow
    with representative loops executed for different input data sizes.
author:
- first_name: Gavin Francis
  full_name: Vaz, Gavin Francis
  id: '30332'
  last_name: Vaz
- first_name: Heinrich
  full_name: Riebler, Heinrich
  id: '8961'
  last_name: Riebler
- first_name: Tobias
  full_name: Kenter, Tobias
  id: '3145'
  last_name: Kenter
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
citation:
  ama: Vaz GF, Riebler H, Kenter T, Plessl C. Potential and Methods for Embedding
    Dynamic Offloading Decisions into Application Code. <i>Computers and Electrical
    Engineering</i>. 2016;55:91-111. doi:<a href="https://doi.org/10.1016/j.compeleceng.2016.04.021">10.1016/j.compeleceng.2016.04.021</a>
  apa: Vaz, G. F., Riebler, H., Kenter, T., &#38; Plessl, C. (2016). Potential and
    Methods for Embedding Dynamic Offloading Decisions into Application Code. <i>Computers
    and Electrical Engineering</i>, <i>55</i>, 91–111. <a href="https://doi.org/10.1016/j.compeleceng.2016.04.021">https://doi.org/10.1016/j.compeleceng.2016.04.021</a>
  bibtex: '@article{Vaz_Riebler_Kenter_Plessl_2016, title={Potential and Methods for
    Embedding Dynamic Offloading Decisions into Application Code}, volume={55}, DOI={<a
    href="https://doi.org/10.1016/j.compeleceng.2016.04.021">10.1016/j.compeleceng.2016.04.021</a>},
    journal={Computers and Electrical Engineering}, publisher={Elsevier}, author={Vaz,
    Gavin Francis and Riebler, Heinrich and Kenter, Tobias and Plessl, Christian},
    year={2016}, pages={91–111} }'
  chicago: 'Vaz, Gavin Francis, Heinrich Riebler, Tobias Kenter, and Christian Plessl.
    “Potential and Methods for Embedding Dynamic Offloading Decisions into Application
    Code.” <i>Computers and Electrical Engineering</i> 55 (2016): 91–111. <a href="https://doi.org/10.1016/j.compeleceng.2016.04.021">https://doi.org/10.1016/j.compeleceng.2016.04.021</a>.'
  ieee: 'G. F. Vaz, H. Riebler, T. Kenter, and C. Plessl, “Potential and Methods for
    Embedding Dynamic Offloading Decisions into Application Code,” <i>Computers and
    Electrical Engineering</i>, vol. 55, pp. 91–111, 2016, doi: <a href="https://doi.org/10.1016/j.compeleceng.2016.04.021">10.1016/j.compeleceng.2016.04.021</a>.'
  mla: Vaz, Gavin Francis, et al. “Potential and Methods for Embedding Dynamic Offloading
    Decisions into Application Code.” <i>Computers and Electrical Engineering</i>,
    vol. 55, Elsevier, 2016, pp. 91–111, doi:<a href="https://doi.org/10.1016/j.compeleceng.2016.04.021">10.1016/j.compeleceng.2016.04.021</a>.
  short: G.F. Vaz, H. Riebler, T. Kenter, C. Plessl, Computers and Electrical Engineering
    55 (2016) 91–111.
date_created: 2017-10-17T12:41:24Z
date_updated: 2023-09-26T13:26:38Z
ddc:
- '040'
department:
- _id: '27'
- _id: '518'
doi: 10.1016/j.compeleceng.2016.04.021
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T12:45:47Z
  date_updated: 2018-03-21T12:45:47Z
  file_id: '1544'
  file_name: 165-1-s2.0-S0045790616301021-main.pdf
  file_size: 3037854
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T12:45:47Z
has_accepted_license: '1'
intvolume: '        55'
language:
- iso: eng
page: 91-111
project:
- _id: '1'
  grant_number: '160364472'
  name: SFB 901
- _id: '14'
  grant_number: '160364472'
  name: SFB 901 - Subprojekt C2
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '34'
  grant_number: '610996'
  name: Self-Adaptive Virtualisation-Aware High-Performance/Low-Energy Heterogeneous
    System Architectures
publication: Computers and Electrical Engineering
publication_identifier:
  issn:
  - 0045-7906
publisher: Elsevier
quality_controlled: '1'
status: public
title: Potential and Methods for Embedding Dynamic Offloading Decisions into Application
  Code
type: journal_article
user_id: '15278'
volume: 55
year: '2016'
...
---
_id: '168'
abstract:
- lang: eng
  text: The use of heterogeneous computing resources, such as Graphic Processing Units
    or other specialized coprocessors, has become widespread in recent years because
    of their per- formance and energy efficiency advantages. Approaches for managing
    and scheduling tasks to heterogeneous resources are still subject to research.
    Although queuing systems have recently been extended to support accelerator resources,
    a general solution that manages heterogeneous resources at the operating system-
    level to exploit a global view of the system state is still missing.In this paper
    we present a user space scheduler that enables task scheduling and migration on
    heterogeneous processing resources in Linux. Using run queues for available resources
    we perform scheduling decisions based on the system state and on task characterization
    from earlier measurements. With a pro- gramming pattern that supports the integration
    of checkpoints into applications, we preempt tasks and migrate them between three
    very different compute resources. Considering static and dynamic workload scenarios,
    we show that this approach can gain up to 17% performance, on average 7%, by effectively
    avoiding idle resources. We demonstrate that a work-conserving strategy without
    migration is no suitable alternative.
author:
- first_name: Achim
  full_name: Lösch, Achim
  id: '43646'
  last_name: Lösch
- first_name: Tobias
  full_name: Beisel, Tobias
  last_name: Beisel
- first_name: Tobias
  full_name: Kenter, Tobias
  id: '3145'
  last_name: Kenter
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Lösch A, Beisel T, Kenter T, Plessl C, Platzner M. Performance-centric scheduling
    with task migration for a heterogeneous compute node in the data center. In: <i>Proceedings
    of the 2016 Design, Automation &#38; Test in Europe Conference &#38; Exhibition
    (DATE)</i>. EDA Consortium / IEEE; 2016:912-917.'
  apa: Lösch, A., Beisel, T., Kenter, T., Plessl, C., &#38; Platzner, M. (2016). Performance-centric
    scheduling with task migration for a heterogeneous compute node in the data center.
    <i>Proceedings of the 2016 Design, Automation &#38; Test in Europe Conference
    &#38; Exhibition (DATE)</i>, 912–917.
  bibtex: '@inproceedings{Lösch_Beisel_Kenter_Plessl_Platzner_2016, title={Performance-centric
    scheduling with task migration for a heterogeneous compute node in the data center},
    booktitle={Proceedings of the 2016 Design, Automation &#38; Test in Europe Conference
    &#38; Exhibition (DATE)}, publisher={EDA Consortium / IEEE}, author={Lösch, Achim
    and Beisel, Tobias and Kenter, Tobias and Plessl, Christian and Platzner, Marco},
    year={2016}, pages={912–917} }'
  chicago: Lösch, Achim, Tobias Beisel, Tobias Kenter, Christian Plessl, and Marco
    Platzner. “Performance-Centric Scheduling with Task Migration for a Heterogeneous
    Compute Node in the Data Center.” In <i>Proceedings of the 2016 Design, Automation
    &#38; Test in Europe Conference &#38; Exhibition (DATE)</i>, 912–17. EDA Consortium
    / IEEE, 2016.
  ieee: A. Lösch, T. Beisel, T. Kenter, C. Plessl, and M. Platzner, “Performance-centric
    scheduling with task migration for a heterogeneous compute node in the data center,”
    in <i>Proceedings of the 2016 Design, Automation &#38; Test in Europe Conference
    &#38; Exhibition (DATE)</i>, 2016, pp. 912–917.
  mla: Lösch, Achim, et al. “Performance-Centric Scheduling with Task Migration for
    a Heterogeneous Compute Node in the Data Center.” <i>Proceedings of the 2016 Design,
    Automation &#38; Test in Europe Conference &#38; Exhibition (DATE)</i>, EDA Consortium
    / IEEE, 2016, pp. 912–17.
  short: 'A. Lösch, T. Beisel, T. Kenter, C. Plessl, M. Platzner, in: Proceedings
    of the 2016 Design, Automation &#38; Test in Europe Conference &#38; Exhibition
    (DATE), EDA Consortium / IEEE, 2016, pp. 912–917.'
date_created: 2017-10-17T12:41:24Z
date_updated: 2023-09-26T13:27:00Z
ddc:
- '040'
department:
- _id: '27'
- _id: '518'
- _id: '78'
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T12:41:55Z
  date_updated: 2018-03-21T12:41:55Z
  file_id: '1541'
  file_name: 168-07459438.pdf
  file_size: 261356
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T12:41:55Z
has_accepted_license: '1'
language:
- iso: eng
page: 912-917
project:
- _id: '1'
  grant_number: '160364472'
  name: SFB 901
- _id: '14'
  grant_number: '160364472'
  name: SFB 901 - Subprojekt C2
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '30'
  grant_number: 01|H11004A
  name: Enabling Heterogeneous Hardware Acceleration using Novel Programming and Scheduling
    Models
publication: Proceedings of the 2016 Design, Automation & Test in Europe Conference
  & Exhibition (DATE)
publisher: EDA Consortium / IEEE
quality_controlled: '1'
status: public
title: Performance-centric scheduling with task migration for a heterogeneous compute
  node in the data center
type: conference
user_id: '15278'
year: '2016'
...
---
_id: '171'
author:
- first_name: Tobias
  full_name: Kenter, Tobias
  id: '3145'
  last_name: Kenter
- first_name: Gavin Francis
  full_name: Vaz, Gavin Francis
  id: '30332'
  last_name: Vaz
- first_name: Heinrich
  full_name: Riebler, Heinrich
  id: '8961'
  last_name: Riebler
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
citation:
  ama: 'Kenter T, Vaz GF, Riebler H, Plessl C. Opportunities for deferring application
    partitioning and accelerator synthesis to runtime (extended abstract). In: <i>Workshop
    on Reconfigurable Computing (WRC)</i>. ; 2016.'
  apa: Kenter, T., Vaz, G. F., Riebler, H., &#38; Plessl, C. (2016). Opportunities
    for deferring application partitioning and accelerator synthesis to runtime (extended
    abstract). <i>Workshop on Reconfigurable Computing (WRC)</i>.
  bibtex: '@inproceedings{Kenter_Vaz_Riebler_Plessl_2016, title={Opportunities for
    deferring application partitioning and accelerator synthesis to runtime (extended
    abstract)}, booktitle={Workshop on Reconfigurable Computing (WRC)}, author={Kenter,
    Tobias and Vaz, Gavin Francis and Riebler, Heinrich and Plessl, Christian}, year={2016}
    }'
  chicago: Kenter, Tobias, Gavin Francis Vaz, Heinrich Riebler, and Christian Plessl.
    “Opportunities for Deferring Application Partitioning and Accelerator Synthesis
    to Runtime (Extended Abstract).” In <i>Workshop on Reconfigurable Computing (WRC)</i>,
    2016.
  ieee: T. Kenter, G. F. Vaz, H. Riebler, and C. Plessl, “Opportunities for deferring
    application partitioning and accelerator synthesis to runtime (extended abstract),”
    2016.
  mla: Kenter, Tobias, et al. “Opportunities for Deferring Application Partitioning
    and Accelerator Synthesis to Runtime (Extended Abstract).” <i>Workshop on Reconfigurable
    Computing (WRC)</i>, 2016.
  short: 'T. Kenter, G.F. Vaz, H. Riebler, C. Plessl, in: Workshop on Reconfigurable
    Computing (WRC), 2016.'
date_created: 2017-10-17T12:41:25Z
date_updated: 2023-09-26T13:27:21Z
ddc:
- '040'
department:
- _id: '27'
- _id: '518'
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T12:39:46Z
  date_updated: 2018-03-21T12:39:46Z
  file_id: '1538'
  file_name: 171-plessl16_fpl_wrc.pdf
  file_size: 54421
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T12:39:46Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '1'
  grant_number: '160364472'
  name: SFB 901
- _id: '14'
  grant_number: '160364472'
  name: SFB 901 - Subprojekt C2
- _id: '4'
  name: SFB 901 - Project Area C
- _id: '34'
  grant_number: '610996'
  name: Self-Adaptive Virtualisation-Aware High-Performance/Low-Energy Heterogeneous
    System Architectures
publication: Workshop on Reconfigurable Computing (WRC)
quality_controlled: '1'
status: public
title: Opportunities for deferring application partitioning and accelerator synthesis
  to runtime (extended abstract)
type: conference
user_id: '15278'
year: '2016'
...
---
_id: '11989'
author:
- first_name: Claudia
  full_name: Campolo, Claudia
  last_name: Campolo
- first_name: Lin
  full_name: Cheng, Lin
  last_name: Cheng
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Hsin-Mu
  full_name: Tsai, Hsin-Mu
  last_name: Tsai
citation:
  ama: Campolo C, Cheng L, Sommer C, Tsai H-M. Special Issue on Multi-radio, Multi-technology,
    Multi-system Vehicular Communications. <i>Computer Communications</i>. Published
    online 2016:1-2. doi:<a href="https://doi.org/10.1016/j.comcom.2016.09.003">10.1016/j.comcom.2016.09.003</a>
  apa: Campolo, C., Cheng, L., Sommer, C., &#38; Tsai, H.-M. (2016). Special Issue
    on Multi-radio, Multi-technology, Multi-system Vehicular Communications. <i>Computer
    Communications</i>, 1–2. <a href="https://doi.org/10.1016/j.comcom.2016.09.003">https://doi.org/10.1016/j.comcom.2016.09.003</a>
  bibtex: '@article{Campolo_Cheng_Sommer_Tsai_2016, title={Special Issue on Multi-radio,
    Multi-technology, Multi-system Vehicular Communications}, DOI={<a href="https://doi.org/10.1016/j.comcom.2016.09.003">10.1016/j.comcom.2016.09.003</a>},
    journal={Computer Communications}, author={Campolo, Claudia and Cheng, Lin and
    Sommer, Christoph and Tsai, Hsin-Mu}, year={2016}, pages={1–2} }'
  chicago: Campolo, Claudia, Lin Cheng, Christoph Sommer, and Hsin-Mu Tsai. “Special
    Issue on Multi-Radio, Multi-Technology, Multi-System Vehicular Communications.”
    <i>Computer Communications</i>, 2016, 1–2. <a href="https://doi.org/10.1016/j.comcom.2016.09.003">https://doi.org/10.1016/j.comcom.2016.09.003</a>.
  ieee: 'C. Campolo, L. Cheng, C. Sommer, and H.-M. Tsai, “Special Issue on Multi-radio,
    Multi-technology, Multi-system Vehicular Communications,” <i>Computer Communications</i>,
    pp. 1–2, 2016, doi: <a href="https://doi.org/10.1016/j.comcom.2016.09.003">10.1016/j.comcom.2016.09.003</a>.'
  mla: Campolo, Claudia, et al. “Special Issue on Multi-Radio, Multi-Technology, Multi-System
    Vehicular Communications.” <i>Computer Communications</i>, 2016, pp. 1–2, doi:<a
    href="https://doi.org/10.1016/j.comcom.2016.09.003">10.1016/j.comcom.2016.09.003</a>.
  short: C. Campolo, L. Cheng, C. Sommer, H.-M. Tsai, Computer Communications (2016)
    1–2.
date_created: 2019-07-18T09:51:59Z
date_updated: 2026-03-10T09:33:08Z
department:
- _id: '589'
doi: 10.1016/j.comcom.2016.09.003
language:
- iso: eng
page: 1-2
publication: Computer Communications
publication_identifier:
  issn:
  - 0140-3664
publication_status: published
status: public
title: Special Issue on Multi-radio, Multi-technology, Multi-system Vehicular Communications
type: journal_article
user_id: '14972'
year: '2016'
...
---
_id: '60437'
abstract:
- lang: eng
  text: <jats:p>Parametrization based methods have recently become very popular for
    the generation of high quality quad meshes. In contrast to previous approaches,
    they allow for intuitive user control in order to accommodate all kinds of application
    driven constraints and design intentions. A major obstacle in practice, however,
    are the relatively long computations that lead to response times of several minutes
    already for input models of moderate complexity. In this paper we introduce a
    novel strategy to handle highly complex input meshes with up to several millions
    of triangles such that quad meshes can still be created and edited within an interactive
    workflow. Our method is based on representing the input model on different levels
    of resolution with a mechanism to propagate parametrizations from coarser to finer
    levels. The major challenge is to guarantee consistent parametrizations even in
    the presence of charts, transition functions, and singularities. Moreover, the
    remaining degrees of freedom on coarser levels of resolution have to be chosen
    carefully in order to still achieve low distortion parametrizations. We demonstrate
    a prototypic system where the user can interactively edit quad meshes with powerful
    high-level operations such as guiding constraints, singularity repositioning,
    and singularity connections.</jats:p>
author:
- first_name: Hans-Christian
  full_name: Ebke, Hans-Christian
  last_name: Ebke
- first_name: Patrick
  full_name: Schmidt, Patrick
  last_name: Schmidt
- first_name: Marcel
  full_name: Campen, Marcel
  id: '114904'
  last_name: Campen
  orcid: 0000-0003-2340-3462
- first_name: Leif
  full_name: Kobbelt, Leif
  last_name: Kobbelt
citation:
  ama: Ebke H-C, Schmidt P, Campen M, Kobbelt L. Interactively controlled quad remeshing
    of high resolution 3D models. <i>ACM Transactions on Graphics</i>. 2016;35(6):1-13.
    doi:<a href="https://doi.org/10.1145/2980179.2982413">10.1145/2980179.2982413</a>
  apa: Ebke, H.-C., Schmidt, P., Campen, M., &#38; Kobbelt, L. (2016). Interactively
    controlled quad remeshing of high resolution 3D models. <i>ACM Transactions on
    Graphics</i>, <i>35</i>(6), 1–13. <a href="https://doi.org/10.1145/2980179.2982413">https://doi.org/10.1145/2980179.2982413</a>
  bibtex: '@article{Ebke_Schmidt_Campen_Kobbelt_2016, title={Interactively controlled
    quad remeshing of high resolution 3D models}, volume={35}, DOI={<a href="https://doi.org/10.1145/2980179.2982413">10.1145/2980179.2982413</a>},
    number={6}, journal={ACM Transactions on Graphics}, publisher={Association for
    Computing Machinery (ACM)}, author={Ebke, Hans-Christian and Schmidt, Patrick
    and Campen, Marcel and Kobbelt, Leif}, year={2016}, pages={1–13} }'
  chicago: 'Ebke, Hans-Christian, Patrick Schmidt, Marcel Campen, and Leif Kobbelt.
    “Interactively Controlled Quad Remeshing of High Resolution 3D Models.” <i>ACM
    Transactions on Graphics</i> 35, no. 6 (2016): 1–13. <a href="https://doi.org/10.1145/2980179.2982413">https://doi.org/10.1145/2980179.2982413</a>.'
  ieee: 'H.-C. Ebke, P. Schmidt, M. Campen, and L. Kobbelt, “Interactively controlled
    quad remeshing of high resolution 3D models,” <i>ACM Transactions on Graphics</i>,
    vol. 35, no. 6, pp. 1–13, 2016, doi: <a href="https://doi.org/10.1145/2980179.2982413">10.1145/2980179.2982413</a>.'
  mla: Ebke, Hans-Christian, et al. “Interactively Controlled Quad Remeshing of High
    Resolution 3D Models.” <i>ACM Transactions on Graphics</i>, vol. 35, no. 6, Association
    for Computing Machinery (ACM), 2016, pp. 1–13, doi:<a href="https://doi.org/10.1145/2980179.2982413">10.1145/2980179.2982413</a>.
  short: H.-C. Ebke, P. Schmidt, M. Campen, L. Kobbelt, ACM Transactions on Graphics
    35 (2016) 1–13.
date_created: 2025-06-27T07:54:23Z
date_updated: 2025-07-14T12:41:54Z
department:
- _id: '969'
doi: 10.1145/2980179.2982413
extern: '1'
intvolume: '        35'
issue: '6'
language:
- iso: eng
page: 1-13
publication: ACM Transactions on Graphics
publication_identifier:
  issn:
  - 0730-0301
  - 1557-7368
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: Interactively controlled quad remeshing of high resolution 3D models
type: journal_article
user_id: '117512'
volume: 35
year: '2016'
...
---
_id: '60435'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Various applications of global surface
    parametrization benefit from the alignment of parametrization isolines with principal
    curvature directions. This is particularly true for recent parametrization‐based
    meshing approaches, where this directly translates into a shape‐aware edge flow,
    better approximation quality, and reduced meshing artifacts. Existing methods
    to influence a parametrization based on principal curvature directions suffer
    from scale‐dependence, which implies the necessity of parameter variation, or
    try to capture complex directional shape features using simple 1D curves. Especially
    for non‐sharp features, such as chamfers, fillets, blends, and even more for organic
    variants thereof, these abstractions can be unfit. We present a novel approach
    which respects and exploits the 2D nature of such directional feature regions,
    detects them based on coherence and homogeneity properties, and controls the parametrization
    process accordingly. This approach enables us to provide an intuitive, scale‐invariant
    control parameter to the user. It also allows us to consider non‐local aspects
    like the topology of a feature, enabling further improvements. We demonstrate
    that, compared to previous approaches, global parametrizations of higher quality
    can be generated without user intervention.</jats:p>
author:
- first_name: Marcel
  full_name: Campen, Marcel
  id: '114904'
  last_name: Campen
  orcid: 0000-0003-2340-3462
- first_name: Moritz
  full_name: Ibing, Moritz
  last_name: Ibing
- first_name: Hans‐Christian
  full_name: Ebke, Hans‐Christian
  last_name: Ebke
- first_name: Denis
  full_name: Zorin, Denis
  last_name: Zorin
- first_name: Leif
  full_name: Kobbelt, Leif
  last_name: Kobbelt
citation:
  ama: Campen M, Ibing M, Ebke H, Zorin D, Kobbelt L. Scale‐Invariant Directional
    Alignment of Surface Parametrizations. <i>Computer Graphics Forum</i>. 2016;35(5):1-10.
    doi:<a href="https://doi.org/10.1111/cgf.12958">10.1111/cgf.12958</a>
  apa: Campen, M., Ibing, M., Ebke, H., Zorin, D., &#38; Kobbelt, L. (2016). Scale‐Invariant
    Directional Alignment of Surface Parametrizations. <i>Computer Graphics Forum</i>,
    <i>35</i>(5), 1–10. <a href="https://doi.org/10.1111/cgf.12958">https://doi.org/10.1111/cgf.12958</a>
  bibtex: '@article{Campen_Ibing_Ebke_Zorin_Kobbelt_2016, title={Scale‐Invariant Directional
    Alignment of Surface Parametrizations}, volume={35}, DOI={<a href="https://doi.org/10.1111/cgf.12958">10.1111/cgf.12958</a>},
    number={5}, journal={Computer Graphics Forum}, publisher={Wiley}, author={Campen,
    Marcel and Ibing, Moritz and Ebke, Hans‐Christian and Zorin, Denis and Kobbelt,
    Leif}, year={2016}, pages={1–10} }'
  chicago: 'Campen, Marcel, Moritz Ibing, Hans‐Christian Ebke, Denis Zorin, and Leif
    Kobbelt. “Scale‐Invariant Directional Alignment of Surface Parametrizations.”
    <i>Computer Graphics Forum</i> 35, no. 5 (2016): 1–10. <a href="https://doi.org/10.1111/cgf.12958">https://doi.org/10.1111/cgf.12958</a>.'
  ieee: 'M. Campen, M. Ibing, H. Ebke, D. Zorin, and L. Kobbelt, “Scale‐Invariant
    Directional Alignment of Surface Parametrizations,” <i>Computer Graphics Forum</i>,
    vol. 35, no. 5, pp. 1–10, 2016, doi: <a href="https://doi.org/10.1111/cgf.12958">10.1111/cgf.12958</a>.'
  mla: Campen, Marcel, et al. “Scale‐Invariant Directional Alignment of Surface Parametrizations.”
    <i>Computer Graphics Forum</i>, vol. 35, no. 5, Wiley, 2016, pp. 1–10, doi:<a
    href="https://doi.org/10.1111/cgf.12958">10.1111/cgf.12958</a>.
  short: M. Campen, M. Ibing, H. Ebke, D. Zorin, L. Kobbelt, Computer Graphics Forum
    35 (2016) 1–10.
date_created: 2025-06-27T07:51:00Z
date_updated: 2025-07-14T12:42:01Z
department:
- _id: '969'
doi: 10.1111/cgf.12958
extern: '1'
intvolume: '        35'
issue: '5'
language:
- iso: eng
page: 1-10
publication: Computer Graphics Forum
publication_identifier:
  issn:
  - 0167-7055
  - 1467-8659
publication_status: published
publisher: Wiley
status: public
title: Scale‐Invariant Directional Alignment of Surface Parametrizations
type: journal_article
user_id: '117512'
volume: 35
year: '2016'
...
---
_id: '60434'
abstract:
- lang: eng
  text: '<jats:title>Abstract</jats:title><jats:p>Direction fields and vector fields
    play an increasingly important role in computer graphics and geometry processing.
    The synthesis of directional fields on surfaces, or other spatial domains, is
    a fundamental step in numerous applications, such as mesh generation, deformation,
    texture mapping, and many more. The wide range of applications resulted in definitions
    for many types of directional fields: from vector and tensor fields, over line
    and cross fields, to frame and vector‐set fields. Depending on the application
    at hand, researchers have used various notions of objectives and constraints to
    synthesize such fields. These notions are defined in terms of fairness, feature
    alignment, symmetry, or field topology, to mention just a few. To facilitate these
    objectives, various representations, discretizations, and optimization strategies
    have been developed. These choices come with varying strengths and weaknesses.
    This report provides a systematic overview of directional field synthesis for
    graphics applications, the challenges it poses, and the methods developed in recent
    years to address these challenges.</jats:p>'
author:
- first_name: Amir
  full_name: Vaxman, Amir
  last_name: Vaxman
- first_name: Marcel
  full_name: Campen, Marcel
  id: '114904'
  last_name: Campen
  orcid: 0000-0003-2340-3462
- first_name: Olga
  full_name: Diamanti, Olga
  last_name: Diamanti
- first_name: Daniele
  full_name: Panozzo, Daniele
  last_name: Panozzo
- first_name: David
  full_name: Bommes, David
  last_name: Bommes
- first_name: Klaus
  full_name: Hildebrandt, Klaus
  last_name: Hildebrandt
- first_name: Mirela
  full_name: Ben‐Chen, Mirela
  last_name: Ben‐Chen
citation:
  ama: Vaxman A, Campen M, Diamanti O, et al. Directional Field Synthesis, Design,
    and Processing. <i>Computer Graphics Forum</i>. 2016;35(2):545-572. doi:<a href="https://doi.org/10.1111/cgf.12864">10.1111/cgf.12864</a>
  apa: Vaxman, A., Campen, M., Diamanti, O., Panozzo, D., Bommes, D., Hildebrandt,
    K., &#38; Ben‐Chen, M. (2016). Directional Field Synthesis, Design, and Processing.
    <i>Computer Graphics Forum</i>, <i>35</i>(2), 545–572. <a href="https://doi.org/10.1111/cgf.12864">https://doi.org/10.1111/cgf.12864</a>
  bibtex: '@article{Vaxman_Campen_Diamanti_Panozzo_Bommes_Hildebrandt_Ben‐Chen_2016,
    title={Directional Field Synthesis, Design, and Processing}, volume={35}, DOI={<a
    href="https://doi.org/10.1111/cgf.12864">10.1111/cgf.12864</a>}, number={2}, journal={Computer
    Graphics Forum}, publisher={Wiley}, author={Vaxman, Amir and Campen, Marcel and
    Diamanti, Olga and Panozzo, Daniele and Bommes, David and Hildebrandt, Klaus and
    Ben‐Chen, Mirela}, year={2016}, pages={545–572} }'
  chicago: 'Vaxman, Amir, Marcel Campen, Olga Diamanti, Daniele Panozzo, David Bommes,
    Klaus Hildebrandt, and Mirela Ben‐Chen. “Directional Field Synthesis, Design,
    and Processing.” <i>Computer Graphics Forum</i> 35, no. 2 (2016): 545–72. <a href="https://doi.org/10.1111/cgf.12864">https://doi.org/10.1111/cgf.12864</a>.'
  ieee: 'A. Vaxman <i>et al.</i>, “Directional Field Synthesis, Design, and Processing,”
    <i>Computer Graphics Forum</i>, vol. 35, no. 2, pp. 545–572, 2016, doi: <a href="https://doi.org/10.1111/cgf.12864">10.1111/cgf.12864</a>.'
  mla: Vaxman, Amir, et al. “Directional Field Synthesis, Design, and Processing.”
    <i>Computer Graphics Forum</i>, vol. 35, no. 2, Wiley, 2016, pp. 545–72, doi:<a
    href="https://doi.org/10.1111/cgf.12864">10.1111/cgf.12864</a>.
  short: A. Vaxman, M. Campen, O. Diamanti, D. Panozzo, D. Bommes, K. Hildebrandt,
    M. Ben‐Chen, Computer Graphics Forum 35 (2016) 545–572.
date_created: 2025-06-27T07:45:00Z
date_updated: 2025-07-14T12:42:05Z
department:
- _id: '969'
doi: 10.1111/cgf.12864
extern: '1'
intvolume: '        35'
issue: '2'
language:
- iso: eng
page: 545-572
publication: Computer Graphics Forum
publication_identifier:
  issn:
  - 0167-7055
  - 1467-8659
publication_status: published
publisher: Wiley
status: public
title: Directional Field Synthesis, Design, and Processing
type: journal_article
user_id: '117512'
volume: 35
year: '2016'
...
---
_id: '60436'
abstract:
- lang: eng
  text: <jats:p>This paper presents a method for bijective parametrization of 2D and
    3D objects over canonical domains. While a range of solutions for the two-dimensional
    case are well-known, our method guarantees bijectivity of mappings also for a
    large, combinatorially-defined class of tetrahedral meshes (shellable meshes).
    The key concept in our method is the piecewise-linear (PL) foliation, decomposing
    the mesh into one-dimensional submanifolds and reducing the mapping problem to
    parametrization of a lower-dimensional manifold (a foliation section). The maps
    resulting from these foliations are proved to be bijective and continuous, and
    shown to have provably bijective PL approximations. We describe exact, numerically
    robust evaluation methods and demonstrate our implementation's capabilities on
    a large variety of meshes.</jats:p>
author:
- first_name: Marcel
  full_name: Campen, Marcel
  id: '114904'
  last_name: Campen
  orcid: 0000-0003-2340-3462
- first_name: Cláudio T.
  full_name: Silva, Cláudio T.
  last_name: Silva
- first_name: Denis
  full_name: Zorin, Denis
  last_name: Zorin
citation:
  ama: Campen M, Silva CT, Zorin D. Bijective maps from simplicial foliations. <i>ACM
    Transactions on Graphics</i>. 2016;35(4):1-15. doi:<a href="https://doi.org/10.1145/2897824.2925890">10.1145/2897824.2925890</a>
  apa: Campen, M., Silva, C. T., &#38; Zorin, D. (2016). Bijective maps from simplicial
    foliations. <i>ACM Transactions on Graphics</i>, <i>35</i>(4), 1–15. <a href="https://doi.org/10.1145/2897824.2925890">https://doi.org/10.1145/2897824.2925890</a>
  bibtex: '@article{Campen_Silva_Zorin_2016, title={Bijective maps from simplicial
    foliations}, volume={35}, DOI={<a href="https://doi.org/10.1145/2897824.2925890">10.1145/2897824.2925890</a>},
    number={4}, journal={ACM Transactions on Graphics}, publisher={Association for
    Computing Machinery (ACM)}, author={Campen, Marcel and Silva, Cláudio T. and Zorin,
    Denis}, year={2016}, pages={1–15} }'
  chicago: 'Campen, Marcel, Cláudio T. Silva, and Denis Zorin. “Bijective Maps from
    Simplicial Foliations.” <i>ACM Transactions on Graphics</i> 35, no. 4 (2016):
    1–15. <a href="https://doi.org/10.1145/2897824.2925890">https://doi.org/10.1145/2897824.2925890</a>.'
  ieee: 'M. Campen, C. T. Silva, and D. Zorin, “Bijective maps from simplicial foliations,”
    <i>ACM Transactions on Graphics</i>, vol. 35, no. 4, pp. 1–15, 2016, doi: <a href="https://doi.org/10.1145/2897824.2925890">10.1145/2897824.2925890</a>.'
  mla: Campen, Marcel, et al. “Bijective Maps from Simplicial Foliations.” <i>ACM
    Transactions on Graphics</i>, vol. 35, no. 4, Association for Computing Machinery
    (ACM), 2016, pp. 1–15, doi:<a href="https://doi.org/10.1145/2897824.2925890">10.1145/2897824.2925890</a>.
  short: M. Campen, C.T. Silva, D. Zorin, ACM Transactions on Graphics 35 (2016) 1–15.
date_created: 2025-06-27T07:52:32Z
date_updated: 2025-07-14T12:41:57Z
department:
- _id: '969'
doi: 10.1145/2897824.2925890
extern: '1'
intvolume: '        35'
issue: '4'
language:
- iso: eng
page: 1-15
publication: ACM Transactions on Graphics
publication_identifier:
  issn:
  - 0730-0301
  - 1557-7368
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: Bijective maps from simplicial foliations
type: journal_article
user_id: '117512'
volume: 35
year: '2016'
...
---
_id: '52870'
author:
- first_name: Lars Lau
  full_name: Raket, Lars Lau
  last_name: Raket
- first_name: Britta
  full_name: Grimme, Britta
  last_name: Grimme
- first_name: Gregor
  full_name: Schöner, Gregor
  last_name: Schöner
- first_name: Christian
  full_name: Igel, Christian
  last_name: Igel
- first_name: Bo
  full_name: Markussen, Bo
  last_name: Markussen
citation:
  ama: Raket LL, Grimme B, Schöner G, Igel C, Markussen B. Separating timing, movement
    conditions and individual differences in the analysis of human movement. <i>PLoS
    Computational Biology</i>. 2016;12(9):e1005092.
  apa: Raket, L. L., Grimme, B., Schöner, G., Igel, C., &#38; Markussen, B. (2016).
    Separating timing, movement conditions and individual differences in the analysis
    of human movement. <i>PLoS Computational Biology</i>, <i>12</i>(9), e1005092.
  bibtex: '@article{Raket_Grimme_Schöner_Igel_Markussen_2016, title={Separating timing,
    movement conditions and individual differences in the analysis of human movement},
    volume={12}, number={9}, journal={PLoS Computational Biology}, publisher={Public
    Library of Science San Francisco, CA USA}, author={Raket, Lars Lau and Grimme,
    Britta and Schöner, Gregor and Igel, Christian and Markussen, Bo}, year={2016},
    pages={e1005092} }'
  chicago: 'Raket, Lars Lau, Britta Grimme, Gregor Schöner, Christian Igel, and Bo
    Markussen. “Separating Timing, Movement Conditions and Individual Differences
    in the Analysis of Human Movement.” <i>PLoS Computational Biology</i> 12, no.
    9 (2016): e1005092.'
  ieee: L. L. Raket, B. Grimme, G. Schöner, C. Igel, and B. Markussen, “Separating
    timing, movement conditions and individual differences in the analysis of human
    movement,” <i>PLoS Computational Biology</i>, vol. 12, no. 9, p. e1005092, 2016.
  mla: Raket, Lars Lau, et al. “Separating Timing, Movement Conditions and Individual
    Differences in the Analysis of Human Movement.” <i>PLoS Computational Biology</i>,
    vol. 12, no. 9, Public Library of Science San Francisco, CA USA, 2016, p. e1005092.
  short: L.L. Raket, B. Grimme, G. Schöner, C. Igel, B. Markussen, PLoS Computational
    Biology 12 (2016) e1005092.
date_created: 2024-03-25T15:03:45Z
date_updated: 2026-03-19T07:48:20Z
department:
- _id: '819'
intvolume: '        12'
issue: '9'
page: e1005092
publication: PLoS Computational Biology
publisher: Public Library of Science San Francisco, CA USA
status: public
title: Separating timing, movement conditions and individual differences in the analysis
  of human movement
type: journal_article
user_id: '103682'
volume: 12
year: '2016'
...
---
_id: '250'
abstract:
- lang: eng
  text: Before execution, users should formally validate the correctness of software
    received from untrusted providers. To accelerate this validation, in the proof
    carrying code (PCC) paradigm the provider delivers the software together with
    a certificate, a formal proof of the software’s correctness. Thus, the user only
    checks if the attached certificate shows correctness of the delivered software.Recently,
    we introduced configurable program certification, a generic, PCC based framework
    supporting various software analyses and safety properties. Evaluation of our
    framework revealed that validation suffers from certificate reading. In this paper,
    we present two orthogonal approaches which improve certificate validation, both
    reducing the impact of certificate reading. The first approach reduces the certificate
    size, storing information only if it cannot easily be recomputed. The second approach
    partitions the certificate into independently checkable parts. The trick is to
    read parts of the certificate while already checking read parts. Our experiments
    show that validation highly benefits from our improvements.
author:
- first_name: Marie-Christine
  full_name: Jakobs, Marie-Christine
  last_name: Jakobs
citation:
  ama: 'Jakobs M-C. Speed Up Configurable Certificate Validation by Certificate Reduction
    and Partitioning. In: <i>Proceedings of the 13th International Conference on Software
    Engineering and Formal Methods (SEFM)</i>. LNCS. ; 2015:159--174. doi:<a href="https://doi.org/10.1007/978-3-319-22969-0_12">10.1007/978-3-319-22969-0_12</a>'
  apa: Jakobs, M.-C. (2015). Speed Up Configurable Certificate Validation by Certificate
    Reduction and Partitioning. In <i>Proceedings of the 13th International Conference
    on Software Engineering and Formal Methods (SEFM)</i> (pp. 159--174). <a href="https://doi.org/10.1007/978-3-319-22969-0_12">https://doi.org/10.1007/978-3-319-22969-0_12</a>
  bibtex: '@inproceedings{Jakobs_2015, series={LNCS}, title={Speed Up Configurable
    Certificate Validation by Certificate Reduction and Partitioning}, DOI={<a href="https://doi.org/10.1007/978-3-319-22969-0_12">10.1007/978-3-319-22969-0_12</a>},
    booktitle={Proceedings of the 13th International Conference on Software Engineering
    and Formal Methods (SEFM)}, author={Jakobs, Marie-Christine}, year={2015}, pages={159--174},
    collection={LNCS} }'
  chicago: Jakobs, Marie-Christine. “Speed Up Configurable Certificate Validation
    by Certificate Reduction and Partitioning.” In <i>Proceedings of the 13th International
    Conference on Software Engineering and Formal Methods (SEFM)</i>, 159--174. LNCS,
    2015. <a href="https://doi.org/10.1007/978-3-319-22969-0_12">https://doi.org/10.1007/978-3-319-22969-0_12</a>.
  ieee: M.-C. Jakobs, “Speed Up Configurable Certificate Validation by Certificate
    Reduction and Partitioning,” in <i>Proceedings of the 13th International Conference
    on Software Engineering and Formal Methods (SEFM)</i>, 2015, pp. 159--174.
  mla: Jakobs, Marie-Christine. “Speed Up Configurable Certificate Validation by Certificate
    Reduction and Partitioning.” <i>Proceedings of the 13th International Conference
    on Software Engineering and Formal Methods (SEFM)</i>, 2015, pp. 159--174, doi:<a
    href="https://doi.org/10.1007/978-3-319-22969-0_12">10.1007/978-3-319-22969-0_12</a>.
  short: 'M.-C. Jakobs, in: Proceedings of the 13th International Conference on Software
    Engineering and Formal Methods (SEFM), 2015, pp. 159--174.'
date_created: 2017-10-17T12:41:40Z
date_updated: 2022-01-06T06:56:43Z
ddc:
- '040'
department:
- _id: '77'
doi: 10.1007/978-3-319-22969-0_12
file:
- access_level: closed
  content_type: application/pdf
  creator: florida
  date_created: 2018-03-21T09:45:15Z
  date_updated: 2018-03-21T09:45:15Z
  file_id: '1489'
  file_name: 250-Jakobs2015.pdf
  file_size: 724308
  relation: main_file
  success: 1
file_date_updated: 2018-03-21T09:45:15Z
has_accepted_license: '1'
language:
- iso: eng
page: 159--174
project:
- _id: '1'
  name: SFB 901
- _id: '12'
  name: SFB 901 - Subprojekt B4
- _id: '3'
  name: SFB 901 - Project Area B
publication: Proceedings of the 13th International Conference on Software Engineering
  and Formal Methods (SEFM)
series_title: LNCS
status: public
title: Speed Up Configurable Certificate Validation by Certificate Reduction and Partitioning
type: conference
user_id: '477'
year: '2015'
...
---
_id: '25073'
abstract:
- lang: eng
  text: In this paper, we introduce an approach for combining embedded systems with
    Service-oriented Computing techniques based on a concrete application scenario
    from the robotics domain. Our proposed Service-oriented Architecture allows for
    incorporating computational expensive functionality as services into a distributed
    computing environment. Furthermore, our framework facilitates a seamless integration
    of embedded systems such as robots as service providers into the computing environment.
    The entire communication is based on so-called recipes, which can be interpreted
    as autonomous messages that contain all necessary information for executing compositions
    of services.
author:
- first_name: Alexander
  full_name: Jungmann, Alexander
  last_name: Jungmann
- first_name: Jan
  full_name: Jatzkowski, Jan
  last_name: Jatzkowski
- first_name: Bernd
  full_name: Kleinjohann, Bernd
  last_name: Kleinjohann
citation:
  ama: 'Jungmann A, Jatzkowski J, Kleinjohann B. Combining Service-oriented Computing
    with Embedded Systems - A Robotics Case Study. In: <i>Proceedings of the 5th IFIP
    International Embedded Systems Symposium (IESS)</i>. Springer-Verlag; 2015.'
  apa: Jungmann, A., Jatzkowski, J., &#38; Kleinjohann, B. (2015). Combining Service-oriented
    Computing with Embedded Systems - A Robotics Case Study. <i>Proceedings of the
    5th IFIP International Embedded Systems Symposium (IESS)</i>.
  bibtex: '@inproceedings{Jungmann_Jatzkowski_Kleinjohann_2015, title={Combining Service-oriented
    Computing with Embedded Systems - A Robotics Case Study}, booktitle={Proceedings
    of the 5th IFIP International Embedded Systems Symposium (IESS)}, publisher={Springer-Verlag},
    author={Jungmann, Alexander and Jatzkowski, Jan and Kleinjohann, Bernd}, year={2015}
    }'
  chicago: Jungmann, Alexander, Jan Jatzkowski, and Bernd Kleinjohann. “Combining
    Service-Oriented Computing with Embedded Systems - A Robotics Case Study.” In
    <i>Proceedings of the 5th IFIP International Embedded Systems Symposium (IESS)</i>.
    Springer-Verlag, 2015.
  ieee: A. Jungmann, J. Jatzkowski, and B. Kleinjohann, “Combining Service-oriented
    Computing with Embedded Systems - A Robotics Case Study,” 2015.
  mla: Jungmann, Alexander, et al. “Combining Service-Oriented Computing with Embedded
    Systems - A Robotics Case Study.” <i>Proceedings of the 5th IFIP International
    Embedded Systems Symposium (IESS)</i>, Springer-Verlag, 2015.
  short: 'A. Jungmann, J. Jatzkowski, B. Kleinjohann, in: Proceedings of the 5th IFIP
    International Embedded Systems Symposium (IESS), Springer-Verlag, 2015.'
conference:
  end_date: 2015-11-06
  start_date: 2015-11-03
date_created: 2021-09-28T11:42:10Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '672'
language:
- iso: eng
publication: Proceedings of the 5th IFIP International Embedded Systems Symposium
  (IESS)
publisher: Springer-Verlag
status: public
title: Combining Service-oriented Computing with Embedded Systems - A Robotics Case
  Study
type: conference
user_id: '21240'
year: '2015'
...
---
_id: '25074'
author:
- first_name: Jan
  full_name: Jatzkowski, Jan
  last_name: Jatzkowski
- first_name: Marcio Eduardo
  full_name: Kreutz, Marcio Eduardo
  last_name: Kreutz
- first_name: Achim
  full_name: Rettberg, Achim
  last_name: Rettberg
citation:
  ama: 'Jatzkowski J, Kreutz ME, Rettberg A. Hierarchical Multicore-Scheduling for
    Virtualization of Dependent Real-Time Systems. In: <i>Proceedings of the 5th IFIP
    International Embedded Systems Symposium (IESS)</i>. Springer; 2015.'
  apa: Jatzkowski, J., Kreutz, M. E., &#38; Rettberg, A. (2015). Hierarchical Multicore-Scheduling
    for Virtualization of Dependent Real-Time Systems. <i>Proceedings of the 5th IFIP
    International Embedded Systems Symposium (IESS)</i>.
  bibtex: '@inproceedings{Jatzkowski_Kreutz_Rettberg_2015, title={Hierarchical Multicore-Scheduling
    for Virtualization of Dependent Real-Time Systems}, booktitle={Proceedings of
    the 5th IFIP International Embedded Systems Symposium (IESS)}, publisher={Springer},
    author={Jatzkowski, Jan and Kreutz, Marcio Eduardo and Rettberg, Achim}, year={2015}
    }'
  chicago: Jatzkowski, Jan, Marcio Eduardo Kreutz, and Achim Rettberg. “Hierarchical
    Multicore-Scheduling for Virtualization of Dependent Real-Time Systems.” In <i>Proceedings
    of the 5th IFIP International Embedded Systems Symposium (IESS)</i>. Springer,
    2015.
  ieee: J. Jatzkowski, M. E. Kreutz, and A. Rettberg, “Hierarchical Multicore-Scheduling
    for Virtualization of Dependent Real-Time Systems,” 2015.
  mla: Jatzkowski, Jan, et al. “Hierarchical Multicore-Scheduling for Virtualization
    of Dependent Real-Time Systems.” <i>Proceedings of the 5th IFIP International
    Embedded Systems Symposium (IESS)</i>, Springer, 2015.
  short: 'J. Jatzkowski, M.E. Kreutz, A. Rettberg, in: Proceedings of the 5th IFIP
    International Embedded Systems Symposium (IESS), Springer, 2015.'
conference:
  end_date: 2015-11-06
  start_date: 2015-11-03
date_created: 2021-09-28T11:45:59Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '672'
language:
- iso: eng
publication: Proceedings of the 5th IFIP International Embedded Systems Symposium
  (IESS)
publisher: Springer
status: public
title: Hierarchical Multicore-Scheduling for Virtualization of Dependent Real-Time
  Systems
type: conference
user_id: '21240'
year: '2015'
...
---
_id: '25075'
author:
- first_name: Katharina
  full_name: Stahl, Katharina
  last_name: Stahl
- first_name: Jörg
  full_name: Stöcklein, Jörg
  last_name: Stöcklein
- first_name: Silja
  full_name: Li, Silja
  last_name: Li
citation:
  ama: 'Stahl K, Stöcklein J, Li S. Evaluation of Autonomous Approaches using Virtual
    Environments. In: Shumaker R, Lackey S, eds. <i>Virtual, Augmented and Mixed Reality
    VAMR 2015 Held as Part of HCI International 2015</i>. Vol 9179. LNCS. Springer
    International Publishing Switzerland; 2015:499-512.'
  apa: Stahl, K., Stöcklein, J., &#38; Li, S. (2015). Evaluation of Autonomous Approaches
    using Virtual Environments. In R. Shumaker &#38; S. Lackey (Eds.), <i>Virtual,
    Augmented and Mixed Reality VAMR 2015 Held as Part of HCI International 2015</i>
    (Vol. 9179, pp. 499–512). Springer International Publishing Switzerland.
  bibtex: '@inproceedings{Stahl_Stöcklein_Li_2015, series={LNCS}, title={Evaluation
    of Autonomous Approaches using Virtual Environments}, volume={9179}, booktitle={Virtual,
    Augmented and Mixed Reality VAMR 2015 Held as Part of HCI International 2015},
    publisher={Springer International Publishing Switzerland}, author={Stahl, Katharina
    and Stöcklein, Jörg and Li, Silja}, editor={Shumaker, Randall and Lackey, Stephanie},
    year={2015}, pages={499–512}, collection={LNCS} }'
  chicago: Stahl, Katharina, Jörg Stöcklein, and Silja Li. “Evaluation of Autonomous
    Approaches Using Virtual Environments.” In <i>Virtual, Augmented and Mixed Reality
    VAMR 2015 Held as Part of HCI International 2015</i>, edited by Randall Shumaker
    and Stephanie Lackey, 9179:499–512. LNCS. Springer International Publishing Switzerland,
    2015.
  ieee: K. Stahl, J. Stöcklein, and S. Li, “Evaluation of Autonomous Approaches using
    Virtual Environments,” in <i>Virtual, Augmented and Mixed Reality VAMR 2015 Held
    as Part of HCI International 2015</i>, Los Angeles, CA, USA, 2. - 7. Aug. 2015,
    2015, vol. 9179, pp. 499–512.
  mla: Stahl, Katharina, et al. “Evaluation of Autonomous Approaches Using Virtual
    Environments.” <i>Virtual, Augmented and Mixed Reality VAMR 2015 Held as Part
    of HCI International 2015</i>, edited by Randall Shumaker and Stephanie Lackey,
    vol. 9179, Springer International Publishing Switzerland, 2015, pp. 499–512.
  short: 'K. Stahl, J. Stöcklein, S. Li, in: R. Shumaker, S. Lackey (Eds.), Virtual,
    Augmented and Mixed Reality VAMR 2015 Held as Part of HCI International 2015,
    Springer International Publishing Switzerland, 2015, pp. 499–512.'
conference:
  end_date: 2015-08-07
  location: Los Angeles, CA, USA, 2. - 7. Aug. 2015
  start_date: 2015-08-02
date_created: 2021-09-28T11:54:54Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '672'
editor:
- first_name: Randall
  full_name: Shumaker, Randall
  last_name: Shumaker
- first_name: Stephanie
  full_name: Lackey, Stephanie
  last_name: Lackey
language:
- iso: eng
page: 499-512
publication: Virtual, Augmented and Mixed Reality VAMR 2015 Held as Part of HCI International
  2015
publisher: Springer International Publishing Switzerland
series_title: LNCS
status: public
title: Evaluation of Autonomous Approaches using Virtual Environments
type: conference
user_id: '21240'
volume: ' 9179'
year: '2015'
...
---
_id: '25076'
abstract:
- lang: eng
  text: Automated service composition aims at automatically generating software solutions
    based on services to provide more complex functionality. In this paper, we give
    an initial overview about why adaptivity becomes increasingly important when aiming
    for automated composition of service functionality in dynamic and freely accessible
    environments such as service markets. We systematically derive dependencies among
    crucial processes such as service composition and service execution in a holistic
    view. Furthermore, we briefly discuss the influences and effects of changes in
    the environment according to the derived dependencies, and discuss possible future
    research directions.
author:
- first_name: Alexander
  full_name: Jungmann, Alexander
  last_name: Jungmann
citation:
  ama: 'Jungmann A. On Adaptivity for Automated Composition of Service Functionality.
    In: <i>Proceedings of the IEEE 11th World Congress on Services (SERVICES)</i>.
    IEEE Computer Society; 2015:329-332.'
  apa: Jungmann, A. (2015). On Adaptivity for Automated Composition of Service Functionality.
    <i>Proceedings of the IEEE 11th World Congress on Services (SERVICES)</i>, 329–332.
  bibtex: '@inproceedings{Jungmann_2015, title={On Adaptivity for Automated Composition
    of Service Functionality}, booktitle={Proceedings of the IEEE 11th World Congress
    on Services (SERVICES)}, publisher={IEEE Computer Society}, author={Jungmann,
    Alexander}, year={2015}, pages={329–332} }'
  chicago: Jungmann, Alexander. “On Adaptivity for Automated Composition of Service
    Functionality.” In <i>Proceedings of the IEEE 11th World Congress on Services
    (SERVICES)</i>, 329–32. IEEE Computer Society, 2015.
  ieee: A. Jungmann, “On Adaptivity for Automated Composition of Service Functionality,”
    in <i>Proceedings of the IEEE 11th World Congress on Services (SERVICES)</i>,
    2015, pp. 329–332.
  mla: Jungmann, Alexander. “On Adaptivity for Automated Composition of Service Functionality.”
    <i>Proceedings of the IEEE 11th World Congress on Services (SERVICES)</i>, IEEE
    Computer Society, 2015, pp. 329–32.
  short: 'A. Jungmann, in: Proceedings of the IEEE 11th World Congress on Services
    (SERVICES), IEEE Computer Society, 2015, pp. 329–332.'
conference:
  end_date: 2015-07-02
  start_date: 2016-06-26
date_created: 2021-09-28T12:06:08Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '672'
language:
- iso: eng
page: 329-332
publication: Proceedings of the IEEE 11th World Congress on Services (SERVICES)
publisher: IEEE Computer Society
status: public
title: On Adaptivity for Automated Composition of Service Functionality
type: conference
user_id: '21240'
year: '2015'
...
---
_id: '25080'
abstract:
- lang: eng
  text: ervices are self-contained and platform independent software components that
    aim at maximizing software reuse. The automated composition of services to a target
    software artifact has been tackled with many AI techniques, but existing approaches
    make unreasonably strong assumptions such as a predefined data flow, are limited
    to tiny problem sizes, ignore non-functional properties, or assume offline service
    repositories. This paper presents an algorithm that automatically composes services
    without making such assumptions. We employ a backward search algorithm that starts
    from an empty composition and prepends service calls to already discovered candidates
    until a solution is found. Available services are determined during the search
    process. We implemented our algorithm, performed an experimental evaluation, and
    compared it to other approaches.
author:
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
- first_name: Alexander
  full_name: Jungmann, Alexander
  last_name: Jungmann
- first_name: Hans
  full_name: Kleine Büning, Hans
  last_name: Kleine Büning
citation:
  ama: 'Mohr F, Jungmann A, Kleine Büning H. Automated Online Service Composition.
    In: <i>Proceedings of the 12th IEEE International Conference on Services Computing
    (SCC)</i>.  IEEE Computer Society; 2015:57-64.'
  apa: Mohr, F., Jungmann, A., &#38; Kleine Büning, H. (2015). Automated Online Service
    Composition. <i>Proceedings of the 12th IEEE International Conference on Services
    Computing (SCC)</i>, 57–64.
  bibtex: '@inproceedings{Mohr_Jungmann_Kleine Büning_2015, title={Automated Online
    Service Composition}, booktitle={Proceedings of the 12th IEEE International Conference
    on Services Computing (SCC)}, publisher={ IEEE Computer Society}, author={Mohr,
    Felix and Jungmann, Alexander and Kleine Büning, Hans}, year={2015}, pages={57–64}
    }'
  chicago: Mohr, Felix, Alexander Jungmann, and Hans Kleine Büning. “Automated Online
    Service Composition.” In <i>Proceedings of the 12th IEEE International Conference
    on Services Computing (SCC)</i>, 57–64.  IEEE Computer Society, 2015.
  ieee: F. Mohr, A. Jungmann, and H. Kleine Büning, “Automated Online Service Composition,”
    in <i>Proceedings of the 12th IEEE International Conference on Services Computing
    (SCC)</i>, 2015, pp. 57–64.
  mla: Mohr, Felix, et al. “Automated Online Service Composition.” <i>Proceedings
    of the 12th IEEE International Conference on Services Computing (SCC)</i>,  IEEE
    Computer Society, 2015, pp. 57–64.
  short: 'F. Mohr, A. Jungmann, H. Kleine Büning, in: Proceedings of the 12th IEEE
    International Conference on Services Computing (SCC),  IEEE Computer Society,
    2015, pp. 57–64.'
conference:
  end_date: 2015-07-02
  start_date: 2015-06-26
date_created: 2021-09-28T12:27:27Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '672'
language:
- iso: eng
page: 57-64
publication: Proceedings of the 12th IEEE International Conference on Services Computing
  (SCC)
publisher: ' IEEE Computer Society'
status: public
title: Automated Online Service Composition
type: conference
user_id: '21240'
year: '2015'
...
---
_id: '25082'
author:
- first_name: Jan
  full_name: Jatzkowski, Jan
  last_name: Jatzkowski
- first_name: Marcio Eduardo
  full_name: Kreutz, Marcio Eduardo
  last_name: Kreutz
- first_name: Achim
  full_name: Rettberg, Achim
  last_name: Rettberg
citation:
  ama: 'Jatzkowski J, Kreutz ME, Rettberg A. Towards Hierarchical Scheduling of Dependent
    Systems with Hypervisor-based Virtualization. In: <i>Proceedings of Electronic
    System Level Synthesis Conference (ESLsyn)</i>. ; 2015.'
  apa: Jatzkowski, J., Kreutz, M. E., &#38; Rettberg, A. (2015). Towards Hierarchical
    Scheduling of Dependent Systems with Hypervisor-based Virtualization. <i>Proceedings
    of Electronic System Level Synthesis Conference (ESLsyn)</i>.
  bibtex: '@inproceedings{Jatzkowski_Kreutz_Rettberg_2015, title={Towards Hierarchical
    Scheduling of Dependent Systems with Hypervisor-based Virtualization}, booktitle={Proceedings
    of Electronic System Level Synthesis Conference (ESLsyn)}, author={Jatzkowski,
    Jan and Kreutz, Marcio Eduardo and Rettberg, Achim}, year={2015} }'
  chicago: Jatzkowski, Jan, Marcio Eduardo Kreutz, and Achim Rettberg. “Towards Hierarchical
    Scheduling of Dependent Systems with Hypervisor-Based Virtualization.” In <i>Proceedings
    of Electronic System Level Synthesis Conference (ESLsyn)</i>, 2015.
  ieee: J. Jatzkowski, M. E. Kreutz, and A. Rettberg, “Towards Hierarchical Scheduling
    of Dependent Systems with Hypervisor-based Virtualization,” 2015.
  mla: Jatzkowski, Jan, et al. “Towards Hierarchical Scheduling of Dependent Systems
    with Hypervisor-Based Virtualization.” <i>Proceedings of Electronic System Level
    Synthesis Conference (ESLsyn)</i>, 2015.
  short: 'J. Jatzkowski, M.E. Kreutz, A. Rettberg, in: Proceedings of Electronic System
    Level Synthesis Conference (ESLsyn), 2015.'
conference:
  end_date: 2015-06-11
  start_date: 2015-06-10
date_created: 2021-09-28T12:31:36Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '672'
language:
- iso: eng
publication: Proceedings of Electronic System Level Synthesis Conference (ESLsyn)
status: public
title: Towards Hierarchical Scheduling of Dependent Systems with Hypervisor-based
  Virtualization
type: conference
user_id: '21240'
year: '2015'
...
---
_id: '25083'
author:
- first_name: Jan
  full_name: Jatzkowski, Jan
  last_name: Jatzkowski
- first_name: Bernd
  full_name: Kleinjohann, Bernd
  last_name: Kleinjohann
citation:
  ama: 'Jatzkowski J, Kleinjohann B. Self-Reconfiguration of Real-Time Communication
    within Cyber-Physical Systems. In: <i>Mechatronics</i>. Elsevier; 2015.'
  apa: Jatzkowski, J., &#38; Kleinjohann, B. (2015). Self-Reconfiguration of Real-Time
    Communication within Cyber-Physical Systems. <i>Mechatronics</i>.
  bibtex: '@inproceedings{Jatzkowski_Kleinjohann_2015, title={Self-Reconfiguration
    of Real-Time Communication within Cyber-Physical Systems}, booktitle={Mechatronics},
    publisher={Elsevier}, author={Jatzkowski, Jan and Kleinjohann, Bernd}, year={2015}
    }'
  chicago: Jatzkowski, Jan, and Bernd Kleinjohann. “Self-Reconfiguration of Real-Time
    Communication within Cyber-Physical Systems.” In <i>Mechatronics</i>. Elsevier,
    2015.
  ieee: J. Jatzkowski and B. Kleinjohann, “Self-Reconfiguration of Real-Time Communication
    within Cyber-Physical Systems,” Mai 2015, 2015.
  mla: Jatzkowski, Jan, and Bernd Kleinjohann. “Self-Reconfiguration of Real-Time
    Communication within Cyber-Physical Systems.” <i>Mechatronics</i>, Elsevier, 2015.
  short: 'J. Jatzkowski, B. Kleinjohann, in: Mechatronics, Elsevier, 2015.'
conference:
  location: Mai 2015
date_created: 2021-09-28T12:42:40Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '672'
language:
- iso: eng
publication: Mechatronics
publisher: Elsevier
status: public
title: Self-Reconfiguration of Real-Time Communication within Cyber-Physical Systems
type: conference
user_id: '21240'
year: '2015'
...
---
_id: '251'
author:
- first_name: Karlson
  full_name: Pfannschmidt, Karlson
  last_name: Pfannschmidt
citation:
  ama: Pfannschmidt K. <i>Solving the Aggregated Bandits Problem</i>. Universität
    Paderborn; 2015.
  apa: Pfannschmidt, K. (2015). <i>Solving the aggregated bandits problem</i>. Universität
    Paderborn.
  bibtex: '@book{Pfannschmidt_2015, title={Solving the aggregated bandits problem},
    publisher={Universität Paderborn}, author={Pfannschmidt, Karlson}, year={2015}
    }'
  chicago: Pfannschmidt, Karlson. <i>Solving the Aggregated Bandits Problem</i>. Universität
    Paderborn, 2015.
  ieee: K. Pfannschmidt, <i>Solving the aggregated bandits problem</i>. Universität
    Paderborn, 2015.
  mla: Pfannschmidt, Karlson. <i>Solving the Aggregated Bandits Problem</i>. Universität
    Paderborn, 2015.
  short: K. Pfannschmidt, Solving the Aggregated Bandits Problem, Universität Paderborn,
    2015.
date_created: 2017-10-17T12:41:41Z
date_updated: 2022-01-06T06:56:50Z
department:
- _id: '63'
- _id: '541'
project:
- _id: '1'
  name: SFB 901
- _id: '7'
  name: SFB 901 - Subprojekt A3
- _id: '2'
  name: SFB 901 - Project Area A
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
  full_name: Skopalik, Alexander
  id: '40384'
  last_name: Skopalik
title: Solving the aggregated bandits problem
type: mastersthesis
user_id: '14052'
year: '2015'
...
---
_id: '25107'
abstract:
- lang: eng
  text: On-the-fly composition of service-based software solutions is still a challenging
    task. Even more challenges emerge when facing automatic service composition in
    markets of composed services for end users. In this paper, we focus on the functional
    discrepancy between “what a user wants” specified in terms of a request and “what
    a user gets” when executing a composed service. To meet the challenge of functional
    discrepancy, we propose the combination of existing symbolic composition approaches
    with machine learning techniques. We developed a learning recommendation system
    that expands the capabilities of existing composition algorithms to facilitate
    adaptivity and consequently reduces functional discrepancy. As a representative
    of symbolic techniques, an Artificial Intelligence planning based approach produces
    solutions that are correct with respect to formal specifications. Our learning
    recommendation system supports the symbolic approach in decision-making. Reinforcement
    Learning techniques enable the recommendation system to adjust its recommendation
    strategy over time based on user ratings. We implemented the proposed functionality
    in terms of a prototypical composition framework. Preliminary results from experiments
    conducted in the image processing domain illustrate the benefit of combining both
    complementary techniques.
author:
- first_name: Alexander
  full_name: Jungmann, Alexander
  last_name: Jungmann
- first_name: Felix
  full_name: Mohr, Felix
  last_name: Mohr
citation:
  ama: Jungmann A, Mohr F. An approach towards adaptive service composition in markets
    of composed services. <i>Journal of Internet Services and Applications 6(1)</i>.
    Published online 2015:1-18.
  apa: Jungmann, A., &#38; Mohr, F. (2015). An approach towards adaptive service composition
    in markets of composed services. <i>Journal of Internet Services and Applications
    6(1)</i>, 1–18.
  bibtex: '@article{Jungmann_Mohr_2015, title={An approach towards adaptive service
    composition in markets of composed services}, journal={Journal of Internet Services
    and Applications 6(1)}, author={Jungmann, Alexander and Mohr, Felix}, year={2015},
    pages={1–18} }'
  chicago: Jungmann, Alexander, and Felix Mohr. “An Approach towards Adaptive Service
    Composition in Markets of Composed Services.” <i>Journal of Internet Services
    and Applications 6(1)</i>, 2015, 1–18.
  ieee: A. Jungmann and F. Mohr, “An approach towards adaptive service composition
    in markets of composed services,” <i>Journal of Internet Services and Applications
    6(1)</i>, pp. 1–18, 2015.
  mla: Jungmann, Alexander, and Felix Mohr. “An Approach towards Adaptive Service
    Composition in Markets of Composed Services.” <i>Journal of Internet Services
    and Applications 6(1)</i>, 2015, pp. 1–18.
  short: A. Jungmann, F. Mohr, Journal of Internet Services and Applications 6(1)
    (2015) 1–18.
date_created: 2021-09-29T09:39:32Z
date_updated: 2022-01-06T06:56:51Z
department:
- _id: '672'
language:
- iso: eng
page: 1-18
publication: Journal of Internet Services and Applications 6(1)
status: public
title: An approach towards adaptive service composition in markets of composed services
type: journal_article
user_id: '21240'
year: '2015'
...
