COBIRAS: Offering a Continuous Bit Rate Slide to Maximize DASH Streaming Bandwidth Utilization Article Swipe
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1145/3677379
Reaching close-to-optimal bandwidth utilization in dynamic adaptive streaming over HTTP (DASH) systems can, in theory, be achieved with a small discrete set of bit rate representations. This includes typical bit rate ladders used in state-of-the-art DASH systems. In practice, however, we demonstrate that bandwidth utilization, and consequently the quality of experience (QoE), can be improved by offering a continuous set of bit rate representations, i.e., a continuous bit rate slide (COBIRAS). Moreover, we find that the buffer fill behavior of different standard adaptive bit rate (ABR) algorithms is sub-optimal in terms of bandwidth utilization. To overcome this issue, we leverage COBIRAS’ flexibility to request segments with any arbitrary bit rate and propose a novel ABR algorithm MinOff , which helps maximizing bandwidth utilization by minimizing download off-phases during streaming. To avoid extensive storage requirements with COBIRAS and to demonstrate the feasibility of our approach, we design and implement a proof-of-concept DASH system for video streaming that relies on just-in-time encoding ( JITE ), which reduces storage consumption on the DASH server. Finally, we conduct a performance evaluation on our testbed and compare a state-of-the-art DASH system with few bit rate representations and our JITE DASH system, which can offer a COBIRAS, in terms of bandwidth utilization and video QoE for different ABR algorithms.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1145/3677379
- OA Status
- hybrid
- Cited By
- 1
- References
- 46
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4400580705
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4400580705Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1145/3677379Digital Object Identifier
- Title
-
COBIRAS: Offering a Continuous Bit Rate Slide to Maximize DASH Streaming Bandwidth UtilizationWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-07-12Full publication date if available
- Authors
-
Michael Seufert, Marius Spangenberger, Fabian Poignée, Florian Wamser, Werner Robitza, Christian Timmerer, Tobias HoßfeldList of authors in order
- Landing page
-
https://doi.org/10.1145/3677379Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
hybridOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1145/3677379Direct OA link when available
- Concepts
-
Dash, Computer science, Bandwidth (computing), Bit rate, Bit (key), Computer network, Operating systemTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 1Per-year citation counts (last 5 years)
- References (count)
-
46Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4400580705 |
|---|---|
| doi | https://doi.org/10.1145/3677379 |
| ids.doi | https://doi.org/10.1145/3677379 |
| ids.openalex | https://openalex.org/W4400580705 |
| fwci | 0.53015756 |
| type | article |
| title | COBIRAS: Offering a Continuous Bit Rate Slide to Maximize DASH Streaming Bandwidth Utilization |
| awards[0].id | https://openalex.org/G6058025346 |
| awards[0].funder_id | https://openalex.org/F4320320879 |
| awards[0].display_name | |
| awards[0].funder_award_id | 500105691 |
| awards[0].funder_display_name | Deutsche Forschungsgemeinschaft |
| biblio.issue | 10 |
| biblio.volume | 20 |
| biblio.last_page | 24 |
| biblio.first_page | 1 |
| topics[0].id | https://openalex.org/T11165 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.9998999834060669 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1707 |
| topics[0].subfield.display_name | Computer Vision and Pattern Recognition |
| topics[0].display_name | Image and Video Quality Assessment |
| topics[1].id | https://openalex.org/T10901 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.9987999796867371 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1707 |
| topics[1].subfield.display_name | Computer Vision and Pattern Recognition |
| topics[1].display_name | Advanced Data Compression Techniques |
| topics[2].id | https://openalex.org/T10741 |
| topics[2].field.id | https://openalex.org/fields/17 |
| topics[2].field.display_name | Computer Science |
| topics[2].score | 0.9987000226974487 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1711 |
| topics[2].subfield.display_name | Signal Processing |
| topics[2].display_name | Video Coding and Compression Technologies |
| funders[0].id | https://openalex.org/F4320311813 |
| funders[0].ror | https://ror.org/04hb33h70 |
| funders[0].display_name | Österreichische Nationalstiftung für Forschung, Technologie und Entwicklung |
| funders[1].id | https://openalex.org/F4320320879 |
| funders[1].ror | https://ror.org/018mejw64 |
| funders[1].display_name | Deutsche Forschungsgemeinschaft |
| funders[2].id | https://openalex.org/F4320323591 |
| funders[2].ror | https://ror.org/00mv8h305 |
| funders[2].display_name | Christian Doppler Forschungsgesellschaft |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C2776090536 |
| concepts[0].level | 2 |
| concepts[0].score | 0.8777377605438232 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q187819 |
| concepts[0].display_name | Dash |
| concepts[1].id | https://openalex.org/C41008148 |
| concepts[1].level | 0 |
| concepts[1].score | 0.6596376895904541 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[1].display_name | Computer science |
| concepts[2].id | https://openalex.org/C2776257435 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6037114262580872 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q1576430 |
| concepts[2].display_name | Bandwidth (computing) |
| concepts[3].id | https://openalex.org/C2987812609 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5437477827072144 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q194158 |
| concepts[3].display_name | Bit rate |
| concepts[4].id | https://openalex.org/C117011727 |
| concepts[4].level | 2 |
| concepts[4].score | 0.5211717486381531 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q1278488 |
| concepts[4].display_name | Bit (key) |
| concepts[5].id | https://openalex.org/C31258907 |
| concepts[5].level | 1 |
| concepts[5].score | 0.31109485030174255 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q1301371 |
| concepts[5].display_name | Computer network |
| concepts[6].id | https://openalex.org/C111919701 |
| concepts[6].level | 1 |
| concepts[6].score | 0.1530126929283142 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[6].display_name | Operating system |
| keywords[0].id | https://openalex.org/keywords/dash |
| keywords[0].score | 0.8777377605438232 |
| keywords[0].display_name | Dash |
| keywords[1].id | https://openalex.org/keywords/computer-science |
| keywords[1].score | 0.6596376895904541 |
| keywords[1].display_name | Computer science |
| keywords[2].id | https://openalex.org/keywords/bandwidth |
| keywords[2].score | 0.6037114262580872 |
| keywords[2].display_name | Bandwidth (computing) |
| keywords[3].id | https://openalex.org/keywords/bit-rate |
| keywords[3].score | 0.5437477827072144 |
| keywords[3].display_name | Bit rate |
| keywords[4].id | https://openalex.org/keywords/bit |
| keywords[4].score | 0.5211717486381531 |
| keywords[4].display_name | Bit (key) |
| keywords[5].id | https://openalex.org/keywords/computer-network |
| keywords[5].score | 0.31109485030174255 |
| keywords[5].display_name | Computer network |
| keywords[6].id | https://openalex.org/keywords/operating-system |
| keywords[6].score | 0.1530126929283142 |
| keywords[6].display_name | Operating system |
| language | en |
| locations[0].id | doi:10.1145/3677379 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S19610489 |
| locations[0].source.issn | 1551-6857, 1551-6865 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | 1551-6857 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | ACM Transactions on Multimedia Computing Communications and Applications |
| locations[0].source.host_organization | https://openalex.org/P4310319798 |
| locations[0].source.host_organization_name | Association for Computing Machinery |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310319798 |
| locations[0].source.host_organization_lineage_names | Association for Computing Machinery |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | ACM Transactions on Multimedia Computing, Communications, and Applications |
| locations[0].landing_page_url | https://doi.org/10.1145/3677379 |
| locations[1].id | pmh:oai:uni-augsburg.opus-bayern.de:115655 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S4306400930 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | OPUS (Augsburg University) |
| locations[1].source.host_organization | https://openalex.org/I119916105 |
| locations[1].source.host_organization_name | Augsburg University |
| locations[1].source.host_organization_lineage | https://openalex.org/I119916105 |
| locations[1].license | cc-by |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | doc-type:article |
| locations[1].license_id | https://openalex.org/licenses/cc-by |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/115655 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5010332473 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-5036-5206 |
| authorships[0].author.display_name | Michael Seufert |
| authorships[0].countries | DE |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I179225836 |
| authorships[0].affiliations[0].raw_affiliation_string | University of Augsburg, Augsburg, Germany |
| authorships[0].institutions[0].id | https://openalex.org/I179225836 |
| authorships[0].institutions[0].ror | https://ror.org/03p14d497 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I179225836 |
| authorships[0].institutions[0].country_code | DE |
| authorships[0].institutions[0].display_name | University of Augsburg |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Michael Seufert |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | University of Augsburg, Augsburg, Germany |
| authorships[1].author.id | https://openalex.org/A5104423150 |
| authorships[1].author.orcid | |
| authorships[1].author.display_name | Marius Spangenberger |
| authorships[1].countries | DE |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I25974101 |
| authorships[1].affiliations[0].raw_affiliation_string | University of Würzburg, Würzburg, Germany |
| authorships[1].institutions[0].id | https://openalex.org/I25974101 |
| authorships[1].institutions[0].ror | https://ror.org/00fbnyb24 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I25974101 |
| authorships[1].institutions[0].country_code | DE |
| authorships[1].institutions[0].display_name | University of Würzburg |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Marius Spangenberger |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | University of Würzburg, Würzburg, Germany |
| authorships[2].author.id | https://openalex.org/A5046411170 |
| authorships[2].author.orcid | https://orcid.org/0000-0003-4972-2410 |
| authorships[2].author.display_name | Fabian Poignée |
| authorships[2].countries | DE |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I25974101 |
| authorships[2].affiliations[0].raw_affiliation_string | University of Würzburg, Würzburg, Germany |
| authorships[2].institutions[0].id | https://openalex.org/I25974101 |
| authorships[2].institutions[0].ror | https://ror.org/00fbnyb24 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I25974101 |
| authorships[2].institutions[0].country_code | DE |
| authorships[2].institutions[0].display_name | University of Würzburg |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Fabian Poignée |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | University of Würzburg, Würzburg, Germany |
| authorships[3].author.id | https://openalex.org/A5073710266 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-0356-6291 |
| authorships[3].author.display_name | Florian Wamser |
| authorships[3].countries | CH |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I81007117 |
| authorships[3].affiliations[0].raw_affiliation_string | Lucerne University of Applied Sciences and Arts, Lucerne, Switzerland |
| authorships[3].institutions[0].id | https://openalex.org/I81007117 |
| authorships[3].institutions[0].ror | https://ror.org/04nd0xd48 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I81007117 |
| authorships[3].institutions[0].country_code | CH |
| authorships[3].institutions[0].display_name | Lucerne University of Applied Sciences and Arts |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Florian Wamser |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Lucerne University of Applied Sciences and Arts, Lucerne, Switzerland |
| authorships[4].author.id | https://openalex.org/A5046079772 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-3698-9776 |
| authorships[4].author.display_name | Werner Robitza |
| authorships[4].countries | AT |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210115201 |
| authorships[4].affiliations[0].raw_affiliation_string | AVEQ GmbH, Vienna, Austria |
| authorships[4].institutions[0].id | https://openalex.org/I4210115201 |
| authorships[4].institutions[0].ror | https://ror.org/023aw9j89 |
| authorships[4].institutions[0].type | government |
| authorships[4].institutions[0].lineage | https://openalex.org/I4210115201 |
| authorships[4].institutions[0].country_code | AT |
| authorships[4].institutions[0].display_name | Agency for Quality Assurance and Accreditation Austria |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Werner Robitza |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | AVEQ GmbH, Vienna, Austria |
| authorships[5].author.id | https://openalex.org/A5057862649 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-0031-5243 |
| authorships[5].author.display_name | Christian Timmerer |
| authorships[5].countries | AT |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I4210106988, https://openalex.org/I4210166741 |
| authorships[5].affiliations[0].raw_affiliation_string | Christian Doppler-Labor ATHENA, Alpen-Adria-Universität, Klagenfurt, Austria |
| authorships[5].institutions[0].id | https://openalex.org/I4210106988 |
| authorships[5].institutions[0].ror | https://ror.org/01fpkt395 |
| authorships[5].institutions[0].type | healthcare |
| authorships[5].institutions[0].lineage | https://openalex.org/I4210106988 |
| authorships[5].institutions[0].country_code | AT |
| authorships[5].institutions[0].display_name | Christian Doppler Klinik |
| authorships[5].institutions[1].id | https://openalex.org/I4210166741 |
| authorships[5].institutions[1].ror | https://ror.org/05q9m0937 |
| authorships[5].institutions[1].type | education |
| authorships[5].institutions[1].lineage | https://openalex.org/I4210166741 |
| authorships[5].institutions[1].country_code | AT |
| authorships[5].institutions[1].display_name | University of Klagenfurt |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Christian Timmerer |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Christian Doppler-Labor ATHENA, Alpen-Adria-Universität, Klagenfurt, Austria |
| authorships[6].author.id | https://openalex.org/A5025794971 |
| authorships[6].author.orcid | https://orcid.org/0000-0003-0173-595X |
| authorships[6].author.display_name | Tobias Hoßfeld |
| authorships[6].countries | DE |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I25974101 |
| authorships[6].affiliations[0].raw_affiliation_string | University of Würzburg, Würzburg, Germany |
| authorships[6].institutions[0].id | https://openalex.org/I25974101 |
| authorships[6].institutions[0].ror | https://ror.org/00fbnyb24 |
| authorships[6].institutions[0].type | education |
| authorships[6].institutions[0].lineage | https://openalex.org/I25974101 |
| authorships[6].institutions[0].country_code | DE |
| authorships[6].institutions[0].display_name | University of Würzburg |
| authorships[6].author_position | last |
| authorships[6].raw_author_name | Tobias Hoßfeld |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | University of Würzburg, Würzburg, Germany |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1145/3677379 |
| open_access.oa_status | hybrid |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | COBIRAS: Offering a Continuous Bit Rate Slide to Maximize DASH Streaming Bandwidth Utilization |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T11165 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.9998999834060669 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1707 |
| primary_topic.subfield.display_name | Computer Vision and Pattern Recognition |
| primary_topic.display_name | Image and Video Quality Assessment |
| related_works | https://openalex.org/W1603294850, https://openalex.org/W3123507829, https://openalex.org/W1558801379, https://openalex.org/W4376486551, https://openalex.org/W2361827796, https://openalex.org/W3172060415, https://openalex.org/W3166484078, https://openalex.org/W2290529631, https://openalex.org/W2603355878, https://openalex.org/W2008125229 |
| cited_by_count | 1 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 1 |
| locations_count | 2 |
| best_oa_location.id | doi:10.1145/3677379 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S19610489 |
| best_oa_location.source.issn | 1551-6857, 1551-6865 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | 1551-6857 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | ACM Transactions on Multimedia Computing Communications and Applications |
| best_oa_location.source.host_organization | https://openalex.org/P4310319798 |
| best_oa_location.source.host_organization_name | Association for Computing Machinery |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310319798 |
| best_oa_location.source.host_organization_lineage_names | Association for Computing Machinery |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | ACM Transactions on Multimedia Computing, Communications, and Applications |
| best_oa_location.landing_page_url | https://doi.org/10.1145/3677379 |
| primary_location.id | doi:10.1145/3677379 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S19610489 |
| primary_location.source.issn | 1551-6857, 1551-6865 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | 1551-6857 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | ACM Transactions on Multimedia Computing Communications and Applications |
| primary_location.source.host_organization | https://openalex.org/P4310319798 |
| primary_location.source.host_organization_name | Association for Computing Machinery |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310319798 |
| primary_location.source.host_organization_lineage_names | Association for Computing Machinery |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | ACM Transactions on Multimedia Computing, Communications, and Applications |
| primary_location.landing_page_url | https://doi.org/10.1145/3677379 |
| publication_date | 2024-07-12 |
| publication_year | 2024 |
| referenced_works | https://openalex.org/W2479300639, https://openalex.org/W2728171657, https://openalex.org/W2906364736, https://openalex.org/W4223961915, https://openalex.org/W2118519969, https://openalex.org/W2154851929, https://openalex.org/W2046905811, https://openalex.org/W3192448578, https://openalex.org/W3117428285, https://openalex.org/W1986697120, https://openalex.org/W4250779064, https://openalex.org/W4229885360, https://openalex.org/W2106489024, https://openalex.org/W2027958791, https://openalex.org/W2950940817, https://openalex.org/W2121895216, https://openalex.org/W3032042823, https://openalex.org/W2154061223, https://openalex.org/W2125800306, https://openalex.org/W2744628735, https://openalex.org/W4308238083, https://openalex.org/W2168005380, https://openalex.org/W3217797237, https://openalex.org/W2949874897, https://openalex.org/W2731412463, https://openalex.org/W2810598854, https://openalex.org/W3030919069, https://openalex.org/W1986570368, https://openalex.org/W2216329535, https://openalex.org/W2883727539, https://openalex.org/W2726208348, https://openalex.org/W2963699234, https://openalex.org/W2294512426, https://openalex.org/W2411863134, https://openalex.org/W1984932993, https://openalex.org/W2509479742, https://openalex.org/W2809003925, https://openalex.org/W4290098629, https://openalex.org/W3097792952, https://openalex.org/W2507174453, https://openalex.org/W2029142287, https://openalex.org/W1813449438, https://openalex.org/W2553786891, https://openalex.org/W2508426339, https://openalex.org/W2587095554, https://openalex.org/W2562890734 |
| referenced_works_count | 46 |
| abstract_inverted_index.( | 160 |
| abstract_inverted_index., | 117 |
| abstract_inverted_index.a | 18, 57, 65, 112, 148, 174, 182, 199 |
| abstract_inverted_index.), | 162 |
| abstract_inverted_index.In | 37 |
| abstract_inverted_index.To | 94, 129 |
| abstract_inverted_index.be | 15, 53 |
| abstract_inverted_index.by | 55, 123 |
| abstract_inverted_index.in | 4, 13, 33, 89, 201 |
| abstract_inverted_index.is | 87 |
| abstract_inverted_index.of | 22, 49, 60, 79, 91, 141, 203 |
| abstract_inverted_index.on | 157, 167, 177 |
| abstract_inverted_index.to | 102, 137 |
| abstract_inverted_index.we | 40, 72, 98, 144, 172 |
| abstract_inverted_index.ABR | 114, 211 |
| abstract_inverted_index.QoE | 208 |
| abstract_inverted_index.and | 45, 110, 136, 146, 180, 191, 206 |
| abstract_inverted_index.any | 106 |
| abstract_inverted_index.bit | 23, 29, 61, 67, 83, 108, 188 |
| abstract_inverted_index.can | 52, 197 |
| abstract_inverted_index.few | 187 |
| abstract_inverted_index.for | 152, 209 |
| abstract_inverted_index.our | 142, 178, 192 |
| abstract_inverted_index.set | 21, 59 |
| abstract_inverted_index.the | 47, 75, 139, 168 |
| abstract_inverted_index.DASH | 35, 150, 169, 184, 194 |
| abstract_inverted_index.HTTP | 9 |
| abstract_inverted_index.JITE | 161, 193 |
| abstract_inverted_index.This | 26 |
| abstract_inverted_index.can, | 12 |
| abstract_inverted_index.fill | 77 |
| abstract_inverted_index.find | 73 |
| abstract_inverted_index.over | 8 |
| abstract_inverted_index.rate | 24, 30, 62, 68, 84, 109, 189 |
| abstract_inverted_index.that | 42, 74, 155 |
| abstract_inverted_index.this | 96 |
| abstract_inverted_index.used | 32 |
| abstract_inverted_index.with | 17, 105, 134, 186 |
| abstract_inverted_index.(ABR) | 85 |
| abstract_inverted_index.avoid | 130 |
| abstract_inverted_index.helps | 119 |
| abstract_inverted_index.i.e., | 64 |
| abstract_inverted_index.novel | 113 |
| abstract_inverted_index.offer | 198 |
| abstract_inverted_index.slide | 69 |
| abstract_inverted_index.small | 19 |
| abstract_inverted_index.terms | 90, 202 |
| abstract_inverted_index.video | 153, 207 |
| abstract_inverted_index.which | 118, 163, 196 |
| abstract_inverted_index.(DASH) | 10 |
| abstract_inverted_index.(QoE), | 51 |
| abstract_inverted_index.MinOff | 116 |
| abstract_inverted_index.buffer | 76 |
| abstract_inverted_index.design | 145 |
| abstract_inverted_index.during | 127 |
| abstract_inverted_index.issue, | 97 |
| abstract_inverted_index.relies | 156 |
| abstract_inverted_index.system | 151, 185 |
| abstract_inverted_index.COBIRAS | 135 |
| abstract_inverted_index.compare | 181 |
| abstract_inverted_index.conduct | 173 |
| abstract_inverted_index.dynamic | 5 |
| abstract_inverted_index.ladders | 31 |
| abstract_inverted_index.propose | 111 |
| abstract_inverted_index.quality | 48 |
| abstract_inverted_index.reduces | 164 |
| abstract_inverted_index.request | 103 |
| abstract_inverted_index.server. | 170 |
| abstract_inverted_index.storage | 132, 165 |
| abstract_inverted_index.system, | 195 |
| abstract_inverted_index.systems | 11 |
| abstract_inverted_index.testbed | 179 |
| abstract_inverted_index.theory, | 14 |
| abstract_inverted_index.typical | 28 |
| abstract_inverted_index.COBIRAS, | 200 |
| abstract_inverted_index.Finally, | 171 |
| abstract_inverted_index.Reaching | 0 |
| abstract_inverted_index.achieved | 16 |
| abstract_inverted_index.adaptive | 6, 82 |
| abstract_inverted_index.behavior | 78 |
| abstract_inverted_index.discrete | 20 |
| abstract_inverted_index.download | 125 |
| abstract_inverted_index.encoding | 159 |
| abstract_inverted_index.however, | 39 |
| abstract_inverted_index.improved | 54 |
| abstract_inverted_index.includes | 27 |
| abstract_inverted_index.leverage | 99 |
| abstract_inverted_index.offering | 56 |
| abstract_inverted_index.overcome | 95 |
| abstract_inverted_index.segments | 104 |
| abstract_inverted_index.standard | 81 |
| abstract_inverted_index.systems. | 36 |
| abstract_inverted_index.Moreover, | 71 |
| abstract_inverted_index.algorithm | 115 |
| abstract_inverted_index.approach, | 143 |
| abstract_inverted_index.arbitrary | 107 |
| abstract_inverted_index.bandwidth | 2, 43, 92, 121, 204 |
| abstract_inverted_index.different | 80, 210 |
| abstract_inverted_index.extensive | 131 |
| abstract_inverted_index.implement | 147 |
| abstract_inverted_index.practice, | 38 |
| abstract_inverted_index.streaming | 7, 154 |
| abstract_inverted_index.(COBIRAS). | 70 |
| abstract_inverted_index.COBIRAS’ | 100 |
| abstract_inverted_index.algorithms | 86 |
| abstract_inverted_index.continuous | 58, 66 |
| abstract_inverted_index.evaluation | 176 |
| abstract_inverted_index.experience | 50 |
| abstract_inverted_index.maximizing | 120 |
| abstract_inverted_index.minimizing | 124 |
| abstract_inverted_index.off-phases | 126 |
| abstract_inverted_index.streaming. | 128 |
| abstract_inverted_index.algorithms. | 212 |
| abstract_inverted_index.consumption | 166 |
| abstract_inverted_index.demonstrate | 41, 138 |
| abstract_inverted_index.feasibility | 140 |
| abstract_inverted_index.flexibility | 101 |
| abstract_inverted_index.performance | 175 |
| abstract_inverted_index.sub-optimal | 88 |
| abstract_inverted_index.utilization | 3, 122, 205 |
| abstract_inverted_index.consequently | 46 |
| abstract_inverted_index.just-in-time | 158 |
| abstract_inverted_index.requirements | 133 |
| abstract_inverted_index.utilization, | 44 |
| abstract_inverted_index.utilization. | 93 |
| abstract_inverted_index.representations | 190 |
| abstract_inverted_index.close-to-optimal | 1 |
| abstract_inverted_index.proof-of-concept | 149 |
| abstract_inverted_index.representations, | 63 |
| abstract_inverted_index.representations. | 25 |
| abstract_inverted_index.state-of-the-art | 34, 183 |
| cited_by_percentile_year.max | 95 |
| cited_by_percentile_year.min | 91 |
| countries_distinct_count | 3 |
| institutions_distinct_count | 7 |
| citation_normalized_percentile.value | 0.56942053 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |