Caching in Cellular Networks Based on Multipoint Multicast Transmissions

We consider cellular network caching with network-wide Orthogonal Multipoint Multicast (OMPMC) delivery. We apply a probabilistic model for content placement at the Base Stations (BSs). Content is delivered with multipoint multicast operating in file-specific orthogonal resources: all BSs caching a...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on wireless communications 2023-04, Vol.22 (4), p.1-1
Hauptverfasser: Amidzadeh, Mohsen, Al-Tous, Hanan, Caire, Giuseppe, Tirkkonen, Olav
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1
container_issue 4
container_start_page 1
container_title IEEE transactions on wireless communications
container_volume 22
creator Amidzadeh, Mohsen
Al-Tous, Hanan
Caire, Giuseppe
Tirkkonen, Olav
description We consider cellular network caching with network-wide Orthogonal Multipoint Multicast (OMPMC) delivery. We apply a probabilistic model for content placement at the Base Stations (BSs). Content is delivered with multipoint multicast operating in file-specific orthogonal resources: all BSs caching a distinct file synchronously multicast it to requesting users in a dedicated resource. For a network modeled as a Poisson Point Process (PPP), an expression for the outage probability is derived. The outage-minimizing cache policy is found from a joint constrained optimization problem over cache placement and resource allocation. We devise principles by which the solution in one propagation environment can be generalized to another. To reduce computational complexity, we obtain a sub-optimal solution based on convex relaxation. We obtain an upper bound of the gap between the optimal and sub-optimal solutions. We compare the outage performance of OMPMC with delivery polices from the literature. Simulation results show that exploiting OMPMC with optimal cache placement and resource allocation outperforms single point cache delivery policies with a wide margin.
doi_str_mv 10.1109/TWC.2022.3211416
format Article
fullrecord <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_proquest_journals_2799845561</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9915302</ieee_id><sourcerecordid>2799845561</sourcerecordid><originalsourceid>FETCH-LOGICAL-c333t-91b862a4dae536f79aa4067ff2fa0a60dba9bf47aef9a05de6289315cb36268e3</originalsourceid><addsrcrecordid>eNo9kD1PwzAQhi0EEqWwI7FYYk7xR-zEI0RAkQosRYzWJbHBJbWLnQjx70mViune4XnvTg9Cl5QsKCXqZv1eLRhhbMEZpTmVR2hGhSgzxvLyeJ-5zCgr5Ck6S2lDCC2kEDO0rKD5dP4DO48r03VDBxG_mP4nxK-E7yCZFgePn4eud7vgfD_FBlKP1xF82rqUXPDpHJ1Y6JK5OMw5enu4X1fLbPX6-FTdrrKGc95nitalZJC3YMaPbKEAciILa5kFApK0Naja5gUYq4CI1khWKk5FU3PJZGn4HF1Pe3cxfA8m9XoThujHk5oVSpW5EJKOFJmoJoaUorF6F90W4q-mRO996dGX3vvSB19j5WqqOGPMP67UaI4w_gcDa2bA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2799845561</pqid></control><display><type>article</type><title>Caching in Cellular Networks Based on Multipoint Multicast Transmissions</title><source>IEEE Electronic Library (IEL)</source><creator>Amidzadeh, Mohsen ; Al-Tous, Hanan ; Caire, Giuseppe ; Tirkkonen, Olav</creator><creatorcontrib>Amidzadeh, Mohsen ; Al-Tous, Hanan ; Caire, Giuseppe ; Tirkkonen, Olav</creatorcontrib><description>We consider cellular network caching with network-wide Orthogonal Multipoint Multicast (OMPMC) delivery. We apply a probabilistic model for content placement at the Base Stations (BSs). Content is delivered with multipoint multicast operating in file-specific orthogonal resources: all BSs caching a distinct file synchronously multicast it to requesting users in a dedicated resource. For a network modeled as a Poisson Point Process (PPP), an expression for the outage probability is derived. The outage-minimizing cache policy is found from a joint constrained optimization problem over cache placement and resource allocation. We devise principles by which the solution in one propagation environment can be generalized to another. To reduce computational complexity, we obtain a sub-optimal solution based on convex relaxation. We obtain an upper bound of the gap between the optimal and sub-optimal solutions. We compare the outage performance of OMPMC with delivery polices from the literature. Simulation results show that exploiting OMPMC with optimal cache placement and resource allocation outperforms single point cache delivery policies with a wide margin.</description><identifier>ISSN: 1536-1276</identifier><identifier>EISSN: 1558-2248</identifier><identifier>DOI: 10.1109/TWC.2022.3211416</identifier><identifier>CODEN: ITWCAX</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>cache placement and delivery policy ; Caching ; Cellular communication ; Cellular networks ; convex relaxation ; gap analysis ; Multicasting ; multipoint multicast transmission ; Optimization ; Outages ; Placement ; Probabilistic logic ; Probabilistic models ; Resource allocation ; Resource management ; Statistical analysis ; Synchronization ; Unicast ; Upper bounds ; Wireless caching ; Wireless communication</subject><ispartof>IEEE transactions on wireless communications, 2023-04, Vol.22 (4), p.1-1</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c333t-91b862a4dae536f79aa4067ff2fa0a60dba9bf47aef9a05de6289315cb36268e3</citedby><cites>FETCH-LOGICAL-c333t-91b862a4dae536f79aa4067ff2fa0a60dba9bf47aef9a05de6289315cb36268e3</cites><orcidid>0000-0003-3322-4062 ; 0000-0002-2611-1636 ; 0000-0002-7749-1333 ; 0000-0001-8353-6289</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9915302$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27923,27924,54757</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9915302$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Amidzadeh, Mohsen</creatorcontrib><creatorcontrib>Al-Tous, Hanan</creatorcontrib><creatorcontrib>Caire, Giuseppe</creatorcontrib><creatorcontrib>Tirkkonen, Olav</creatorcontrib><title>Caching in Cellular Networks Based on Multipoint Multicast Transmissions</title><title>IEEE transactions on wireless communications</title><addtitle>TWC</addtitle><description>We consider cellular network caching with network-wide Orthogonal Multipoint Multicast (OMPMC) delivery. We apply a probabilistic model for content placement at the Base Stations (BSs). Content is delivered with multipoint multicast operating in file-specific orthogonal resources: all BSs caching a distinct file synchronously multicast it to requesting users in a dedicated resource. For a network modeled as a Poisson Point Process (PPP), an expression for the outage probability is derived. The outage-minimizing cache policy is found from a joint constrained optimization problem over cache placement and resource allocation. We devise principles by which the solution in one propagation environment can be generalized to another. To reduce computational complexity, we obtain a sub-optimal solution based on convex relaxation. We obtain an upper bound of the gap between the optimal and sub-optimal solutions. We compare the outage performance of OMPMC with delivery polices from the literature. Simulation results show that exploiting OMPMC with optimal cache placement and resource allocation outperforms single point cache delivery policies with a wide margin.</description><subject>cache placement and delivery policy</subject><subject>Caching</subject><subject>Cellular communication</subject><subject>Cellular networks</subject><subject>convex relaxation</subject><subject>gap analysis</subject><subject>Multicasting</subject><subject>multipoint multicast transmission</subject><subject>Optimization</subject><subject>Outages</subject><subject>Placement</subject><subject>Probabilistic logic</subject><subject>Probabilistic models</subject><subject>Resource allocation</subject><subject>Resource management</subject><subject>Statistical analysis</subject><subject>Synchronization</subject><subject>Unicast</subject><subject>Upper bounds</subject><subject>Wireless caching</subject><subject>Wireless communication</subject><issn>1536-1276</issn><issn>1558-2248</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kD1PwzAQhi0EEqWwI7FYYk7xR-zEI0RAkQosRYzWJbHBJbWLnQjx70mViune4XnvTg9Cl5QsKCXqZv1eLRhhbMEZpTmVR2hGhSgzxvLyeJ-5zCgr5Ck6S2lDCC2kEDO0rKD5dP4DO48r03VDBxG_mP4nxK-E7yCZFgePn4eud7vgfD_FBlKP1xF82rqUXPDpHJ1Y6JK5OMw5enu4X1fLbPX6-FTdrrKGc95nitalZJC3YMaPbKEAciILa5kFApK0Naja5gUYq4CI1khWKk5FU3PJZGn4HF1Pe3cxfA8m9XoThujHk5oVSpW5EJKOFJmoJoaUorF6F90W4q-mRO996dGX3vvSB19j5WqqOGPMP67UaI4w_gcDa2bA</recordid><startdate>20230401</startdate><enddate>20230401</enddate><creator>Amidzadeh, Mohsen</creator><creator>Al-Tous, Hanan</creator><creator>Caire, Giuseppe</creator><creator>Tirkkonen, Olav</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0003-3322-4062</orcidid><orcidid>https://orcid.org/0000-0002-2611-1636</orcidid><orcidid>https://orcid.org/0000-0002-7749-1333</orcidid><orcidid>https://orcid.org/0000-0001-8353-6289</orcidid></search><sort><creationdate>20230401</creationdate><title>Caching in Cellular Networks Based on Multipoint Multicast Transmissions</title><author>Amidzadeh, Mohsen ; Al-Tous, Hanan ; Caire, Giuseppe ; Tirkkonen, Olav</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c333t-91b862a4dae536f79aa4067ff2fa0a60dba9bf47aef9a05de6289315cb36268e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>cache placement and delivery policy</topic><topic>Caching</topic><topic>Cellular communication</topic><topic>Cellular networks</topic><topic>convex relaxation</topic><topic>gap analysis</topic><topic>Multicasting</topic><topic>multipoint multicast transmission</topic><topic>Optimization</topic><topic>Outages</topic><topic>Placement</topic><topic>Probabilistic logic</topic><topic>Probabilistic models</topic><topic>Resource allocation</topic><topic>Resource management</topic><topic>Statistical analysis</topic><topic>Synchronization</topic><topic>Unicast</topic><topic>Upper bounds</topic><topic>Wireless caching</topic><topic>Wireless communication</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Amidzadeh, Mohsen</creatorcontrib><creatorcontrib>Al-Tous, Hanan</creatorcontrib><creatorcontrib>Caire, Giuseppe</creatorcontrib><creatorcontrib>Tirkkonen, Olav</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>IEEE transactions on wireless communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Amidzadeh, Mohsen</au><au>Al-Tous, Hanan</au><au>Caire, Giuseppe</au><au>Tirkkonen, Olav</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Caching in Cellular Networks Based on Multipoint Multicast Transmissions</atitle><jtitle>IEEE transactions on wireless communications</jtitle><stitle>TWC</stitle><date>2023-04-01</date><risdate>2023</risdate><volume>22</volume><issue>4</issue><spage>1</spage><epage>1</epage><pages>1-1</pages><issn>1536-1276</issn><eissn>1558-2248</eissn><coden>ITWCAX</coden><abstract>We consider cellular network caching with network-wide Orthogonal Multipoint Multicast (OMPMC) delivery. We apply a probabilistic model for content placement at the Base Stations (BSs). Content is delivered with multipoint multicast operating in file-specific orthogonal resources: all BSs caching a distinct file synchronously multicast it to requesting users in a dedicated resource. For a network modeled as a Poisson Point Process (PPP), an expression for the outage probability is derived. The outage-minimizing cache policy is found from a joint constrained optimization problem over cache placement and resource allocation. We devise principles by which the solution in one propagation environment can be generalized to another. To reduce computational complexity, we obtain a sub-optimal solution based on convex relaxation. We obtain an upper bound of the gap between the optimal and sub-optimal solutions. We compare the outage performance of OMPMC with delivery polices from the literature. Simulation results show that exploiting OMPMC with optimal cache placement and resource allocation outperforms single point cache delivery policies with a wide margin.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TWC.2022.3211416</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-3322-4062</orcidid><orcidid>https://orcid.org/0000-0002-2611-1636</orcidid><orcidid>https://orcid.org/0000-0002-7749-1333</orcidid><orcidid>https://orcid.org/0000-0001-8353-6289</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext_linktorsrc
identifier ISSN: 1536-1276
ispartof IEEE transactions on wireless communications, 2023-04, Vol.22 (4), p.1-1
issn 1536-1276
1558-2248
language eng
recordid cdi_proquest_journals_2799845561
source IEEE Electronic Library (IEL)
subjects cache placement and delivery policy
Caching
Cellular communication
Cellular networks
convex relaxation
gap analysis
Multicasting
multipoint multicast transmission
Optimization
Outages
Placement
Probabilistic logic
Probabilistic models
Resource allocation
Resource management
Statistical analysis
Synchronization
Unicast
Upper bounds
Wireless caching
Wireless communication
title Caching in Cellular Networks Based on Multipoint Multicast Transmissions
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-12T08%3A04%3A15IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Caching%20in%20Cellular%20Networks%20Based%20on%20Multipoint%20Multicast%20Transmissions&rft.jtitle=IEEE%20transactions%20on%20wireless%20communications&rft.au=Amidzadeh,%20Mohsen&rft.date=2023-04-01&rft.volume=22&rft.issue=4&rft.spage=1&rft.epage=1&rft.pages=1-1&rft.issn=1536-1276&rft.eissn=1558-2248&rft.coden=ITWCAX&rft_id=info:doi/10.1109/TWC.2022.3211416&rft_dat=%3Cproquest_RIE%3E2799845561%3C/proquest_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2799845561&rft_id=info:pmid/&rft_ieee_id=9915302&rfr_iscdi=true