A Spatial Caching Framework for Map Operations in Geographical Information Systems

Caching is a well-known approach to achieve good performance and scalability in mobile computing environments. Using this technique, the query response time and the overall system performance can be extremely improved by decreasing the volume of data transferred between the server and the mobile dev...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Vieira, M. R., Bakalov, P., Hoel, E., Tsotras, V. J.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 98
container_issue
container_start_page 89
container_title
container_volume
creator Vieira, M. R.
Bakalov, P.
Hoel, E.
Tsotras, V. J.
description Caching is a well-known approach to achieve good performance and scalability in mobile computing environments. Using this technique, the query response time and the overall system performance can be extremely improved by decreasing the volume of data transferred between the server and the mobile device. However, the effectiveness of caching techniques depend greatly on the nature of the data processed by the application and the data access patterns which are specific for this type of analysis. Cache management techniques for Geographical Information Systems (GIS) deviate substantially from existing methods used with relational data, since GIS map navigation operations (e.g. panning, zooming in/out) have their own unique access patterns that differ greatly from its relational equivalents. This paper presents a spatial caching framework that can efficiently handle spatial objects and it is tailored toward the typical map navigation operations seen in GIS systems. As a result, heavyweight map operations (e.g. labeling and editing) which require multiple round-trips to the data source can significantly benefit from the use of our proposed framework. The goal of this paper is to serve as a proof of concept and to demonstrate the efficiency and scalability of the proposed spatial caching framework and its applicability in a production commercial system (Esri's ArcGIS).
doi_str_mv 10.1109/MDM.2012.12
format Conference Proceeding
fullrecord <record><control><sourceid>ieee_6IE</sourceid><recordid>TN_cdi_ieee_primary_6341378</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>6341378</ieee_id><sourcerecordid>6341378</sourcerecordid><originalsourceid>FETCH-LOGICAL-i90t-f6ab21f4c02fe16197bd93a6a0f30159ffed6572cca4a7422afe958dbf6339b13</originalsourceid><addsrcrecordid>eNotjEtPAjEUhesrEZCVSzf9A4O9vX3QJUFAEgiJsCd3hhaqzCMdEsO_d6Kezbc43zmMPYMYAQj3un5bj6QAOQJ5w_rCGqeVBcRb1pNodSZQqjvWB2UsgnXG3bMeaA2ZkUo_smHbfoouYwkCoMc-Jnzb0CXSmU-pOMXqyOeJSv9dpy8e6sTX1PBN41Pn1FXLY8UXvj4mak6x6EbLqpPK35Jvr-3Fl-0Tewh0bv3wnwO2m8920_dstVksp5NVFp24ZMFQLiGoQsjgwYCz-cEhGRIBBWgXgj8YbWVRkCKrpKTgnR4f8mAQXQ44YC9_t9F7v29SLCld9wYVoB3jD63rUqQ</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>A Spatial Caching Framework for Map Operations in Geographical Information Systems</title><source>IEEE Electronic Library (IEL) Conference Proceedings</source><creator>Vieira, M. R. ; Bakalov, P. ; Hoel, E. ; Tsotras, V. J.</creator><creatorcontrib>Vieira, M. R. ; Bakalov, P. ; Hoel, E. ; Tsotras, V. J.</creatorcontrib><description>Caching is a well-known approach to achieve good performance and scalability in mobile computing environments. Using this technique, the query response time and the overall system performance can be extremely improved by decreasing the volume of data transferred between the server and the mobile device. However, the effectiveness of caching techniques depend greatly on the nature of the data processed by the application and the data access patterns which are specific for this type of analysis. Cache management techniques for Geographical Information Systems (GIS) deviate substantially from existing methods used with relational data, since GIS map navigation operations (e.g. panning, zooming in/out) have their own unique access patterns that differ greatly from its relational equivalents. This paper presents a spatial caching framework that can efficiently handle spatial objects and it is tailored toward the typical map navigation operations seen in GIS systems. As a result, heavyweight map operations (e.g. labeling and editing) which require multiple round-trips to the data source can significantly benefit from the use of our proposed framework. The goal of this paper is to serve as a proof of concept and to demonstrate the efficiency and scalability of the proposed spatial caching framework and its applicability in a production commercial system (Esri's ArcGIS).</description><identifier>ISSN: 1551-6245</identifier><identifier>ISBN: 1467317969</identifier><identifier>ISBN: 9781467317962</identifier><identifier>EISSN: 2375-0324</identifier><identifier>EISBN: 0769547133</identifier><identifier>EISBN: 9780769547138</identifier><identifier>DOI: 10.1109/MDM.2012.12</identifier><identifier>CODEN: IEEPAD</identifier><language>eng</language><publisher>IEEE</publisher><subject>ArcGIS ; Geographic information systems ; Geographical Information Systems (GIS) ; map operations ; mobile caching ; Mobile handsets ; Performance evaluation ; Probes ; Semantics ; Servers ; spatial caching ; Spatial databases</subject><ispartof>2012 IEEE 13th International Conference on Mobile Data Management, 2012, p.89-98</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6341378$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2058,27925,54920</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6341378$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Vieira, M. R.</creatorcontrib><creatorcontrib>Bakalov, P.</creatorcontrib><creatorcontrib>Hoel, E.</creatorcontrib><creatorcontrib>Tsotras, V. J.</creatorcontrib><title>A Spatial Caching Framework for Map Operations in Geographical Information Systems</title><title>2012 IEEE 13th International Conference on Mobile Data Management</title><addtitle>mdm</addtitle><description>Caching is a well-known approach to achieve good performance and scalability in mobile computing environments. Using this technique, the query response time and the overall system performance can be extremely improved by decreasing the volume of data transferred between the server and the mobile device. However, the effectiveness of caching techniques depend greatly on the nature of the data processed by the application and the data access patterns which are specific for this type of analysis. Cache management techniques for Geographical Information Systems (GIS) deviate substantially from existing methods used with relational data, since GIS map navigation operations (e.g. panning, zooming in/out) have their own unique access patterns that differ greatly from its relational equivalents. This paper presents a spatial caching framework that can efficiently handle spatial objects and it is tailored toward the typical map navigation operations seen in GIS systems. As a result, heavyweight map operations (e.g. labeling and editing) which require multiple round-trips to the data source can significantly benefit from the use of our proposed framework. The goal of this paper is to serve as a proof of concept and to demonstrate the efficiency and scalability of the proposed spatial caching framework and its applicability in a production commercial system (Esri's ArcGIS).</description><subject>ArcGIS</subject><subject>Geographic information systems</subject><subject>Geographical Information Systems (GIS)</subject><subject>map operations</subject><subject>mobile caching</subject><subject>Mobile handsets</subject><subject>Performance evaluation</subject><subject>Probes</subject><subject>Semantics</subject><subject>Servers</subject><subject>spatial caching</subject><subject>Spatial databases</subject><issn>1551-6245</issn><issn>2375-0324</issn><isbn>1467317969</isbn><isbn>9781467317962</isbn><isbn>0769547133</isbn><isbn>9780769547138</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2012</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNotjEtPAjEUhesrEZCVSzf9A4O9vX3QJUFAEgiJsCd3hhaqzCMdEsO_d6Kezbc43zmMPYMYAQj3un5bj6QAOQJ5w_rCGqeVBcRb1pNodSZQqjvWB2UsgnXG3bMeaA2ZkUo_smHbfoouYwkCoMc-Jnzb0CXSmU-pOMXqyOeJSv9dpy8e6sTX1PBN41Pn1FXLY8UXvj4mak6x6EbLqpPK35Jvr-3Fl-0Tewh0bv3wnwO2m8920_dstVksp5NVFp24ZMFQLiGoQsjgwYCz-cEhGRIBBWgXgj8YbWVRkCKrpKTgnR4f8mAQXQ44YC9_t9F7v29SLCld9wYVoB3jD63rUqQ</recordid><startdate>201207</startdate><enddate>201207</enddate><creator>Vieira, M. R.</creator><creator>Bakalov, P.</creator><creator>Hoel, E.</creator><creator>Tsotras, V. J.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201207</creationdate><title>A Spatial Caching Framework for Map Operations in Geographical Information Systems</title><author>Vieira, M. R. ; Bakalov, P. ; Hoel, E. ; Tsotras, V. J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-f6ab21f4c02fe16197bd93a6a0f30159ffed6572cca4a7422afe958dbf6339b13</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2012</creationdate><topic>ArcGIS</topic><topic>Geographic information systems</topic><topic>Geographical Information Systems (GIS)</topic><topic>map operations</topic><topic>mobile caching</topic><topic>Mobile handsets</topic><topic>Performance evaluation</topic><topic>Probes</topic><topic>Semantics</topic><topic>Servers</topic><topic>spatial caching</topic><topic>Spatial databases</topic><toplevel>online_resources</toplevel><creatorcontrib>Vieira, M. R.</creatorcontrib><creatorcontrib>Bakalov, P.</creatorcontrib><creatorcontrib>Hoel, E.</creatorcontrib><creatorcontrib>Tsotras, V. J.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Vieira, M. R.</au><au>Bakalov, P.</au><au>Hoel, E.</au><au>Tsotras, V. J.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>A Spatial Caching Framework for Map Operations in Geographical Information Systems</atitle><btitle>2012 IEEE 13th International Conference on Mobile Data Management</btitle><stitle>mdm</stitle><date>2012-07</date><risdate>2012</risdate><spage>89</spage><epage>98</epage><pages>89-98</pages><issn>1551-6245</issn><eissn>2375-0324</eissn><isbn>1467317969</isbn><isbn>9781467317962</isbn><eisbn>0769547133</eisbn><eisbn>9780769547138</eisbn><coden>IEEPAD</coden><abstract>Caching is a well-known approach to achieve good performance and scalability in mobile computing environments. Using this technique, the query response time and the overall system performance can be extremely improved by decreasing the volume of data transferred between the server and the mobile device. However, the effectiveness of caching techniques depend greatly on the nature of the data processed by the application and the data access patterns which are specific for this type of analysis. Cache management techniques for Geographical Information Systems (GIS) deviate substantially from existing methods used with relational data, since GIS map navigation operations (e.g. panning, zooming in/out) have their own unique access patterns that differ greatly from its relational equivalents. This paper presents a spatial caching framework that can efficiently handle spatial objects and it is tailored toward the typical map navigation operations seen in GIS systems. As a result, heavyweight map operations (e.g. labeling and editing) which require multiple round-trips to the data source can significantly benefit from the use of our proposed framework. The goal of this paper is to serve as a proof of concept and to demonstrate the efficiency and scalability of the proposed spatial caching framework and its applicability in a production commercial system (Esri's ArcGIS).</abstract><pub>IEEE</pub><doi>10.1109/MDM.2012.12</doi><tpages>10</tpages></addata></record>
fulltext fulltext_linktorsrc
identifier ISSN: 1551-6245
ispartof 2012 IEEE 13th International Conference on Mobile Data Management, 2012, p.89-98
issn 1551-6245
2375-0324
language eng
recordid cdi_ieee_primary_6341378
source IEEE Electronic Library (IEL) Conference Proceedings
subjects ArcGIS
Geographic information systems
Geographical Information Systems (GIS)
map operations
mobile caching
Mobile handsets
Performance evaluation
Probes
Semantics
Servers
spatial caching
Spatial databases
title A Spatial Caching Framework for Map Operations in Geographical Information Systems
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-29T15%3A59%3A10IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ieee_6IE&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=A%20Spatial%20Caching%20Framework%20for%20Map%20Operations%20in%20Geographical%20Information%20Systems&rft.btitle=2012%20IEEE%2013th%20International%20Conference%20on%20Mobile%20Data%20Management&rft.au=Vieira,%20M.%20R.&rft.date=2012-07&rft.spage=89&rft.epage=98&rft.pages=89-98&rft.issn=1551-6245&rft.eissn=2375-0324&rft.isbn=1467317969&rft.isbn_list=9781467317962&rft.coden=IEEPAD&rft_id=info:doi/10.1109/MDM.2012.12&rft_dat=%3Cieee_6IE%3E6341378%3C/ieee_6IE%3E%3Curl%3E%3C/url%3E&rft.eisbn=0769547133&rft.eisbn_list=9780769547138&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=6341378&rfr_iscdi=true