{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T22:51:04Z","timestamp":1757631064598,"version":"3.44.0"},"reference-count":9,"publisher":"Association for Computing Machinery (ACM)","issue":"12","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["Proc. VLDB Endow."],"published-print":{"date-parts":[[2023,8]]},"abstract":"<jats:p>The development of Earth Observation technology contributes to the production of massive raster data. It is vital to manage and conduct analytical tasks on the raster data. Existing solutions employ dedicated systems for the raster data management and processing, respectively, incurring problems such as data redundancy, difficulty in updating, expensive data transferring and transformation, etc. To cope with these limitations, this demonstration presents Ganos Aero, a cloud-native system for big raster data management and processing. Ganos Aero proposes a unified raster data model for both the data management and processing, which stores a single copy of the raster data and without performing an expensive tiling procedure, and thus achieves significant improvement in the storage and updating efficiency. To enable efficient query and batch task processing, Ganos Aero implements an on-the-fly tile production mechanism, and optimizes its performance using the cloud features including decoupling compute from storage and pushing costly operations closer to the storage layer.<\/jats:p>\n          <jats:p>Since deployed in Alibaba Cloud in 2022, Ganos Aero has been playing a critical role in many real applications including the modern agriculture, environment monitoring and protection, et al.<\/jats:p>","DOI":"10.14778\/3611540.3611597","type":"journal-article","created":{"date-parts":[[2023,9,15]],"date-time":"2023-09-15T11:32:37Z","timestamp":1694777557000},"page":"3966-3969","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Ganos Aero: A Cloud-Native System for Big Raster Data Management and Processing"],"prefix":"10.14778","volume":"16","author":[{"given":"Fei","family":"Xiao","sequence":"first","affiliation":[{"name":"Alibaba Group"}]},{"given":"Jiong","family":"Xie","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]},{"given":"Zhida","family":"Chen","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]},{"given":"Feifei","family":"Li","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]},{"given":"Zhen","family":"Chen","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]},{"given":"Jianwei","family":"Liu","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]},{"given":"Yinpei","family":"Liu","sequence":"additional","affiliation":[{"name":"Alibaba Group"}]}],"member":"320","published-online":{"date-parts":[[2023,8]]},"reference":[{"key":"e_1_2_1_1_1","volume-title":"Oracle's Spatial Database. Oracle. Retrieved","author":"Oracle","year":"2023","unstructured":"Oracle [n.d.]. Oracle's Spatial Database. Oracle. Retrieved January 4, 2023 from https:\/\/www.oracle.com\/database\/spatial\/"},{"key":"e_1_2_1_2_1","volume-title":"Carnegie Mellon Database Group. Retrieved","author":"Carnegie Mellon Database Group [n.d.]. SciDB.","year":"2023","unstructured":"Carnegie Mellon Database Group [n.d.]. SciDB. Carnegie Mellon Database Group. Retrieved January 4, 2023 from https:\/\/dbdb.io\/db\/scidb"},{"key":"e_1_2_1_3_1","volume-title":"Spatial and Geographic objects for PostgreSQL. PostGIS Project Steering Committee (PSC). Retrieved","author":"PostGIS Project Steering Committee (PSC) [n.d.].","year":"2023","unstructured":"PostGIS Project Steering Committee (PSC) [n.d.]. Spatial and Geographic objects for PostgreSQL. PostGIS Project Steering Committee (PSC). Retrieved January 4, 2023 from https:\/\/postgis.net\/"},{"key":"e_1_2_1_4_1","volume-title":"Welcome to rasdaman - the world's most flexible and scalable Array \/ Datacube Engine. Edgewall Software. Retrieved","author":"Edgewall Software","year":"2023","unstructured":"Edgewall Software [n.d.]. Welcome to rasdaman - the world's most flexible and scalable Array \/ Datacube Engine. Edgewall Software. Retrieved January 4, 2023 from http:\/\/www.rasdaman.org\/"},{"key":"e_1_2_1_5_1","volume-title":"What is GeoTrellis? GeoTrellis. Retrieved","author":"GeoTrellis","year":"2023","unstructured":"GeoTrellis [n.d.]. What is GeoTrellis? GeoTrellis. Retrieved January 4, 2023 from https:\/\/geotrellis.readthedocs.io\/en\/latest\/"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-020-00399-2"},{"key":"e_1_2_1_7_1","volume-title":"Spatialhadoop: A mapreduce framework for spatial data","author":"Eldawy Ahmed","year":"2015","unstructured":"Ahmed Eldawy and Mohamed F Mokbel. 2015. Spatialhadoop: A mapreduce framework for spatial data. In ICDE. IEEE, 1352--1363."},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.14778\/3352063.3352141"},{"key":"e_1_2_1_9_1","first-page":"12","article-title":"Ganos: A Multidimensional, Dynamic, and Scene-Oriented Cloud-Native Spatial Database Engine","volume":"15","author":"Xie Jiong","year":"2022","unstructured":"Jiong Xie, Zhen Chen, Jianwei Liu, Fang Wang, Feifei Li, Zhida Chen, Yinpei Liu, Songlu Cai, Zhenhua Fan, Fei Xiao, and Yue Chen. 2022. Ganos: A Multidimensional, Dynamic, and Scene-Oriented Cloud-Native Spatial Database Engine. PVLDB 15, 12 (sep 2022), 3483--3495.","journal-title":"PVLDB"}],"container-title":["Proceedings of the VLDB Endowment"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.14778\/3611540.3611597","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T22:36:54Z","timestamp":1757543814000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.14778\/3611540.3611597"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8]]},"references-count":9,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2023,8]]}},"alternative-id":["10.14778\/3611540.3611597"],"URL":"https:\/\/doi.org\/10.14778\/3611540.3611597","relation":{},"ISSN":["2150-8097"],"issn-type":[{"type":"print","value":"2150-8097"}],"subject":[],"published":{"date-parts":[[2023,8]]},"assertion":[{"value":"2023-08-01","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}