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^ Felix Grant tests out some of Wolfram's spin-off products, which aim to push the company into new markets, Scientific Computing World, June 2003.^ Wolfram Research introduces gridMathematica 7 MacTech.With the release of Mathematica 7, the parallel programming tools were redesigned and included in Mathematica, and gridMathematica was redesigned to work directly with Mathematica. They worked as stand-alone products including Front End and Control Kernels and the Parallel Computing Toolkit developed by Roman Maeder, one of the original authors of Mathematica. The communication is over TCP/IP and use SSH or RSH for authentication.īefore the release of Mathematica 7, gridMathematica and the now-discontinued Mathematica Personal Grid Edition were the only versions of Mathematica to provide parallel computation. The communication between the kernels and the front end uses the Mathlink interface, which is an interface designed to allow external programs to communicate with Mathematica. Compute processes can be located on a single multiprocessor computer or distributed over a remote heterogeneous network. GridMathematica scales to larger grid systems when additional licenses are purchased. Mathematica manages the interprocess communication such as queueing, virtual shared memory, and failure recovery. "gridMathematica Server" license allows for the use of up to 16 compute kernels distributed across multiple computers. The "gridMathematica Local" license allows the use of up to 8 compute kernels on a single computer. Mathematica calls the processes performing computations "compute kernels." gridMathematica allows additional kernels to be used. Standard Mathematica consists of a front end which provides a user interface and a controlling process (the control kernel) which has computational tasks performed by up to four processes. By increasing the number of tasks available, some types of problems can be solved faster.

A standard Mathematica license allows up to four parallel tasks to run at once. Each parallel process applies an additional CPU to a task. GridMathematica increases the number of parallel processes that Mathematica can run at once.