@inproceedings{budiu2009dryadinc, author = {Budiu, Mihai and Yu, Yuan and Isard, Michael}, title = {DryadInc: Reusing work in large-scale computations}, booktitle = {Workshop on Hot Topics in Cloud Computing 2009 (HotCloud 09)}, year = {2009}, month = {June}, abstract = {Many large-scale (cloud) computations operate on append-only, partitioned datasets. We present two incremental computation frameworks to reuse prior work in these circumstances: (1) reusing identical computations already performed on data partitions, and (2) computing just on the newly appended data and merging the new and previous results.}, publisher = {USENIX - Advanced Computing Systems Association}, url = {http://approjects.co.za/?big=en-us/research/publication/dryadinc-reusing-work-in-large-scale-computations/}, edition = {Workshop on Hot Topics in Cloud Computing 2009 (HotCloud 09)}, }