Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Achakeev D, Seidemann M, Schmidt M, Seeger B (2012) Sort-based parallel loading of r-trees. In: Proceedings of the 1st ACM SIGSPATIAL international workshop on analytics for big geospatial data, pp 62–70
Agarwal PK, Fox K, Munagala K, Nath A (2016) Parallel algorithms for constructing range and nearest-neighbor searching data structures. In: Proceedings of the 35th ACM SIGMOD-SIGACT-SIGAI symposium on principles of database systems (PODS), pp 429–440
Aji A, Wang F, Vo H, Lee R, Liu Q, Zhang X, Saltz J (2013) Hadoop gis: a high performance spatial data warehousing system over mapreduce. Proc VLDB Endow 6(11):1009–1020
Aly AM, Mahmood AR, Hassan MS, Aref WG, Ouzzani M, Elmeleegy H, Qadah T (2015) Aqwa: adaptive query workload aware partitioning of big spatial data. Proc VLDB Endow 8(13):2062–2073
Eldawy A, Mokbel MF (2013) A demonstration of spatialhadoop: an efficient mapreduce framework for spatial data. Proc VLDB Endow 6(12):1230–1233
Finkel RA, Bentley JL (1974) Quad trees a data structure for retrieval on composite keys. Acta Informatica 4(1):1–9
Gaede V, Günther O (1998) Multidimensional access methods. ACM Comput Surv 30(2):170–231
Guttman A (1984) R-trees: a dynamic index structure for spatial searching. In: Proceedings of the 1984 ACM SIGMOD international conference on management of data (SIGMOD), pp 47–57
Hagedorn S, Götze P, Sattler K (2017) Big spatial data processing frameworks: feature and performance evaluation. In: Proceedings of the 20th international conference on extending database technology (EDBT), pp 490–493
Hsu YT, Pan YC, Wei LY, Peng WC, Lee WC (2012) Key formulation schemes for spatial index in cloud data managements. In: 2012 IEEE 13th international conference on mobile data management (MDM), pp 21–26
Jagadish HV, Ooi BC, Tan KL, Yu C, Zhang R (2005) Idistance: an adaptive b+-tree based indexing method for nearest neighbor search. ACM Trans Database Syst 30(2):364–397
Koudas N, Faloutsos C, Kamel I (1996) Declustering spatial databases on a multi-computer architecture. In: Proceedings of the 5th international conference on extending database technology: advances in database technology (EDBT), pp 592–614
Li C, Gu Y, Qi J, Zhang R, Yu G (2015) A safe region based approach to moving KNN queries in obstructed space. Knowl Inf Syst 45(2):417–451
Lomet D, Hong M, Nehme R, Zhang R (2008) Transaction time indexing with version compression. Proc VLDB Endow 1(1):870–881
Nishimura S, Das S, Agrawal D, Abbadi AE (2011) Md-hbase: a scalable multi-dimensional data infrastructure for location aware services. In: Proceedings of the 2011 IEEE 12th international conference on mobile data management (MDM), vol 01, pp 7–16
Orenstein JA, Merrett TH (1984) A class of data structures for associative searching. In: Proceedings of the 3rd ACM SIGACT-SIGMOD symposium on principles of database systems (PODS), pp 181–190
Papadopoulos A, Manolopoulos Y (2003) Parallel bulk-loading of spatial data. Parallel Comput 29(10): 1419–1444
Schnitzer B, Leutenegger ST (1999) Master-client r-trees: a new parallel r-tree architecture. In: Proceedings of the 11th international conference on scientific and statistical database management (SSDBM), pp 68–77
Ward PGD, He Z, Zhang R, Qi J (2014) Real-time continuous intersection joins over large sets of moving objects using graphic processing units. VLDB J 23(6):965–985
Xie D, Li F, Yao B, Li G, Zhou L, Guo M (2016) Simba: efficient in-memory spatial analytics. In: Proceedings of the 2016 SIGMOD international conference on management of data (SIGMOD), pp 1071–1085
You S, Zhang J, Gruenwald L (2015) Large-scale spatial join query processing in cloud. In: Proceedings of the 31st IEEE international conference on data engineering workshops, pp 34–41
Yu J, Wu J, Sarwat M (2015) Geospark: a cluster computing framework for processing large-scale spatial data. In: Proceedings of the 23rd SIGSPATIAL international conference on advances in geographic information systems (SIGSPATIAL), pp 70:1–70:4
Zhang R, Ooi BC, Tan KL (2004) Making the pyramid technique robust to query types and workloads. In: Proceedings of the 20th international conference on data engineering (ICDE), pp 313–324
Zhang R, Qi J, Lin D, Wang W, Wong RC (2012) A highly optimized algorithm for continuous intersection join queries over moving objects. VLDB J 21(4):561–586
Zhang R, Qi J, Stradling M, Huang J (2014) Towards a painless index for spatial objects. ACM Trans Database Syst 39(3):19:1–19:42
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this entry
Cite this entry
Qi, J., Zhang, R. (2019). Indexing. In: Sakr, S., Zomaya, A.Y. (eds) Encyclopedia of Big Data Technologies. Springer, Cham. https://doi.org/10.1007/978-3-319-77525-8_217
Download citation
DOI: https://doi.org/10.1007/978-3-319-77525-8_217
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-77524-1
Online ISBN: 978-3-319-77525-8
eBook Packages: Computer ScienceReference Module Computer Science and Engineering