Parallel processing systems and method
Methods and systems for parallel computation of an algorithm using a plurality of nodes configured as a Howard Cascade. A home node of a Howard Cascade receives a request from a host system to compute an algorithm identified in the request. The request is distributed to processing nodes of the Howard Cascade in a time sequence order in a manner to minimize the time to so expand the Howard Cascade. The participating nodes then perform the designated portion of the algorithm in parallel. Partial results from each node are agglomerated upstream to higher nodes of the structure and then returned to the host system. The nodes each include a library of stored algorithms accompanied by data template information defining partitioning of the data used in the algorithm among the number of participating nodes.
1. A method for distributing an algorithm computation request for a complex algorithm in a parallel processing system comprising:
receiving from a requesting host a computation request for a complex algorithm wherein the complex algorithm includes a plurality of computation sections;
expanding the computation request to a plurality of nodes configured as a Howard Cascade;
computing within the Howard Cascade a first computation section to generate a first partial result;
returning the first partial result to a control device;
receiving further direction from the control device;
in response to further direction to compute a next computation section:
computing within the Howard Cascade the next computation section to generate a next partial result; and
returning the next partial result to the control device;
repeating the steps of receiving further direction, computing the next computation section and returning the next partial result in response to receipt of further direction to compute a next computation section; and
returning the first partial result and all next partial results to the requesting host as a final result upon completion of computing each computation section of the complex algorithm.
2. The method of claim 1 wherein the control device is the requesting host.
3. The method of claim 1 wherein the control device is a node of the plurality of nodes.
4. A computer readable storage medium tangibly embodying program instructions for a method for distributing an algorithm computation request for a complex algorithm in a parallel processing system, the method comprising:
receiving from a requesting host a computation request for a complex algorithm wherein the complex algorithm includes a plurality of computation sections;
expanding the computation request to a plurality of nodes configured as a Howard Cascade;
computing within the Howard Cascade a first computation section to generate a first partial result;
returning the first partial result to a control device;
receiving further direction from the control device;
in response to further direction to compute a next computation section:
computing within the Howard Cascade the next computation section to generate a next partial result; and
returning the next partial result to the control device;
repeating the method steps of receiving further direction, computing the next computation section and returning the next partial result in response to receipt of further direction to compute a next computation section; and
returning the first partial result and all next partial results to the requesting host as a final result upon completion of computing each computation section of the complex algorithm.
5. The computer readable storage medium of claim 4 wherein the control device is the requesting host.
6. The computer readable storage medium of claim 4 wherein the control device is a node of the plurality of nodes.
7. A system for distributing an algorithm computation request for a complex algorithm in a parallel processing system comprising:
means for receiving from a requesting host a computation request for a complex algorithm wherein the complex algorithm includes a plurality of computation sections;
means for expanding the computation request to a plurality of nodes configured as a Howard Cascade;
means for computing within the Howard Cascade a first computation section to generate a first partial result;
means for returning the first partial result to a control device;
means for receiving further direction from the control device;
in response to further direction to compute a next computation section:
means for computing within the Howard Cascade the next computation section to generate a next partial result; and
means for returning the next partial result to the control device;
means for repeating the steps of receiving further direction, computing the next computation section and returning the next partial result in response to receipt of further direction to compute a next computation section; and
means for returning the first partial result and all next partial results to the requesting host as a final result upon completion of computing each computation section of the complex algorithm.
8. The system of claim 7 wherein the control device is the requesting host.
9. The system of claim 7 wherein the control device is a node of the plurality of nodes.