MODIS Whittaker Smoothing multicore support
Hi Amit, I can provide you with some help to get smoothing working to leverage multiple cores. This is already baked into the whittaker.raster() function of our MODIS package and it makes sense to use it since the problem is of the "embarrassingly parallel" variety. To leverage multiple cores you can do something like the following: #beginCluster(type="SOCK",exclude="MODIS") ## Alternatively: nodes <- 4 beginCluster(nodes) system.time(whittaker.raster(vi=vi, wt=qa, inT=time, timeInfo=timeInfo, groupYears=FALSE, outDirPath=paste(root_path,"output/",sep=""))) endCluster() ## Where vi, qa, time, timeInfo are all arguments you can learn about in the whittaker.raster() documentation. Hope this helps! Sincerely, Forrest On Tue, Mar 31, 2015 at 5:33 AM Amit Boshale via R-sig-Geo
<r-sig-geo at r-project.org> wrote:
Dear Matteo,
Are there any plans to enable multicore in Whittaker smoothing function? I use your MODIS package on regular basis and multicore calculations would make my life easier.
Keep up the great work
Amit
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