In contrast to time series, graphical data is indexed by the vertices and edges of a graph. Modern applications such as internet, social networks, genomics proteomics generate data, often at large scale. The scale argues for need compress storage subsequent processing. Since this might have several components available in different locations, it also important study distributed compression data...