Related Links

General

http://en.wikipedia.org/wiki/Time_series_database
http://strata.oreilly.com/2013/04/the-re-emergence-of-time-series.html
http://repmus.ircam.fr/_media/esling/ts_review_short.pdf
http://www2.hawaii.edu/~senin/assets/papers/senin-trajectory-litreview.pdf
https://s3-us-west-2.amazonaws.com/mlsurveys/99.pdf
 
Data sets
http://www.cs.ucr.edu/~eamonn/time_series_data/
 

Time series representation and Indexing

http://www.cs.ucr.edu/~eamonn/iSAX.pdf
http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=1294889&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F69%2F28801%2F01294889
http://www.it.uu.se/research/group/udbl/Theses/HenrikAndreJonssonPhD.pdf
http://cs.nyu.edu/csweb/Research/Theses/zhu_yunyue.pdf
http://www.cs.ucr.edu/~eamonn/PAKDD_05.pdf
 

Databases for Time Series

http://opentsdb.net/
http://luca.ntop.org/tsdb.pdf
http://blog.mongodb.org/post/65517193370/schema-design-for-time-series-data-in-mongodb
 

Storage for Time Series

https://www.usenix.org/conference/hotstorage13/workshop-program/presentation/shafer

 

Compression

http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6569897&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6569897

http://luca.ntop.org/tsdb.pdf

http://link.springer.com/chapter/10.1007%2F978-3-540-77018-3_39

 

Clustering

http://www.psi.toronto.edu/affinitypropagation/FreyDueckScience07.pdf