A computation is incremental if repeating it with a changed input is faster than from-scratch recomputation. Incremental computations are ubiquitous in everyday computer systems.
Adapton offers programming language abstractions for incremental computation.
Latest: This is the latest implementation of Adapton:
Legacy: These were the two first implementations of Adapton:
- Adapton for OCaml (legacy, circa 2014)
- Adapton for Python (legacy, circa 2014)
Coming soon:
Matthew A. Hammer
University of Colorado, Boulder. March 2015.
https://vimeo.com/122066659
- Paper: http://arxiv.org/abs/1503.07792
- Artifact: Guide, VM Image
Matthew A. Hammer, Joshua Dunfield, Kyle Headley, Nicholas Labich, Jeffrey S. Foster, Michael Hicks, David Van Horn
Adapton: Composable, Demand-Driven Incremental Computation
Matthew A. Hammer, Yit Phang Khoo, Michael Hicks and Jeffrey S. Foster
Programming Language Design and Implementation (PLDI 2014).
Edinburgh, Scotland. June 2014.
- Matthew A Hammer - University of Colorado; University of Maryland
- Michael Hicks - University of Maryland
- Jeff Foster - University of Maryland
- Joshua Dunfield - University of British Columbia
- David Van Horn - University of Maryland
- Kyle Headley - University of Maryland
- Nicholas Labich - University of Maryland
- Khoo Yit Phang - MathWorks
- James Parker - University of Maryland, research programmer