wavefront (moving and tumbling windows)
ksqldb (windowed aggregation)
survey of window types
in-order sliding-window aggregation
efficient incremental computation of aggregations
tutorial: sliding-window aggregation algorithms
| [VGT2023] | |
|---|
| authors | Verwiebe, J., Grulich, P.M., Traub, J. et al. |
| title | Survey of window types for aggregation in stream processing systems |
| journal | The VLDB Journal (2023) |
| doi | 10.1007/s00778-022-00778-6 |
| paper | pdf |
| [THS2021] | |
|---|
| authors | Tangwongsan, K., Hirzel, M. & Schneider, S. |
| title | In-order sliding-window aggregation in worst-case constant time |
| journal | The VLDB Journal 30, 933–957 (2021) |
| doi | 10.1007/s00778-021-00668-3 |
| paper | pdf |
| [ZAT2021] | |
|---|
| authors | Zhang. C., Akbarinia, R., Toumani, F. |
| title | Efficient Incremental Computation of Aggregations over Sliding Windows |
| proceedings | 27th ACM SIGKDD Conference, 2136-2144 (2021) |
| doi | 10.1145/3447548.3467360 |
| paper | pdf |
| [TJG2021] | |
|---|
| authors | Traub, J., Grulich, P.M., Cuellar, A.R. et. al. |
| title | Scotty: General and Efficient Open-source Window Aggregation |
| journal | ACM Trans. Database Syst. 46, 1, (2021) |
| doi | 10.1145/3433675 |
| paper | pdf |
| [HST2017] | |
|---|
| authors | Hirzel, M., Schneider, S., Tangwongsan, K. |
| title | Tutorial: Sliding-Window Aggregation Algorithms |
| proceedings | DEBS ’17, Barcelona, Spain (2017) |
| doi | 10.1145/3093742.3095107 |
| paper | pdf |