State‐of‐the‐art in Large‐Scale Volume Visualization Beyond Structured Data
Volume data these days is usually massive in terms of its topology, multiple fields, or temporal component. With the gap between compute and memory performance widening, the memory subsystem becomes the primary bottleneck for scientific volume visualization. Simple, structured, regular representatio...
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| Vydáno v: | Computer graphics forum Ročník 42; číslo 3; s. 491 - 515 |
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| Hlavní autoři: | , , , , , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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Oxford
Blackwell Publishing Ltd
01.06.2023
Wiley |
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| ISSN: | 0167-7055, 1467-8659 |
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| Abstract | Volume data these days is usually massive in terms of its topology, multiple fields, or temporal component. With the gap between compute and memory performance widening, the memory subsystem becomes the primary bottleneck for scientific volume visualization. Simple, structured, regular representations are often infeasible because the buses and interconnects involved need to accommodate the data required for interactive rendering. In this state‐of‐the‐art report, we review works focusing on large‐scale volume rendering beyond those typical structured and regular grid representations. We focus primarily on hierarchical and adaptive mesh refinement representations, unstructured meshes, and compressed representations that gained recent popularity. We review works that approach this kind of data using strategies such as out‐of‐core rendering, massive parallelism, and other strategies to cope with the sheer size of the ever‐increasing volume of data produced by today's supercomputers and acquisition devices. We emphasize the data management side of large‐scale volume rendering systems and also include a review of tools that support the various volume data types discussed. |
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| AbstractList | Volume data these days is usually massive in terms of its topology, multiple fields, or temporal component. With the gap between compute and memory performance widening, the memory subsystem becomes the primary bottleneck for scientific volume visualization. Simple, structured, regular representations are often infeasible because the buses and interconnects involved need to accommodate the data required for interactive rendering. In this state‐of‐the‐art report, we review works focusing on large‐scale volume rendering beyond those typical structured and regular grid representations. We focus primarily on hierarchical and adaptive mesh refinement representations, unstructured meshes, and compressed representations that gained recent popularity. We review works that approach this kind of data using strategies such as out‐of‐core rendering, massive parallelism, and other strategies to cope with the sheer size of the ever‐increasing volume of data produced by today's supercomputers and acquisition devices. We emphasize the data management side of large‐scale volume rendering systems and also include a review of tools that support the various volume data types discussed. |
| Author | Demirci, S. Lucas, L. Zellmann, S. Sarton, J. Alexandre‐Barff, W. Wald, I. Wesner, S. Dischler, J. M. Güdükbay, U. |
| Author_xml | – sequence: 1 givenname: J. orcidid: 0000-0001-7667-1626 surname: Sarton fullname: Sarton, J. organization: University of Strasbourg – sequence: 2 givenname: S. orcidid: 0000-0003-2880-9090 surname: Zellmann fullname: Zellmann, S. organization: University of Cologne – sequence: 3 givenname: S. orcidid: 0000-0001-8805-5310 surname: Demirci fullname: Demirci, S. organization: Bilkent University – sequence: 4 givenname: U. orcidid: 0000-0003-2462-6959 surname: Güdükbay fullname: Güdükbay, U. organization: Bilkent University – sequence: 5 givenname: W. orcidid: 0000-0001-5537-1501 surname: Alexandre‐Barff fullname: Alexandre‐Barff, W. organization: University of Reims Champagne‐Ardenne – sequence: 6 givenname: L. orcidid: 0000-0001-6662-2548 surname: Lucas fullname: Lucas, L. organization: University of Reims Champagne‐Ardenne – sequence: 7 givenname: J. M. orcidid: 0000-0003-4444-2719 surname: Dischler fullname: Dischler, J. M. organization: University of Strasbourg – sequence: 8 givenname: S. orcidid: 0000-0002-7270-7959 surname: Wesner fullname: Wesner, S. organization: University of Cologne – sequence: 9 givenname: I. orcidid: 0000-0003-0046-713X surname: Wald fullname: Wald, I. organization: NVIDIA |
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| SubjectTerms | CCS Concepts Computer Science Computing methodologies → Rendering Data management Distributed algorithms Graphics Graphics processors Grid refinement (mathematics) Human‐centered computing → Visualization toolkits Massively parallel algorithms Ray tracing Rendering Representations Scientific visualization Structured data Topology Visualization Volumetric models |
| Title | State‐of‐the‐art in Large‐Scale Volume Visualization Beyond Structured Data |
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