摘要:
Disclosed herein is an improved architecture for regular expression pattern matching. Improvements to pattern matching deterministic finite automatons (DFAs) that are described by the inventors include a pipelining strategy that pushes state-dependent feedback to a final pipeline stage to thereby enhance parallelism and throughput, augmented state transitions that track whether a transition is indicative of a pattern match occurring thereby reducing the number of necessary states for the DFA, augmented state transition that track whether a transition is indicative of a restart to the matching process, compression of the DFA's transition table, alphabet encoding for input symbols to equivalence class identifiers, the use of an indirection table to allow for optimized transition table memory, and enhanced scalability to facilitate the ability of the improved DFA to process multiple input symbols per cycle.
摘要:
Disclosed herein is an improved architecture for regular expression pattern matching. Improvements to pattern matching deterministic finite automatons (DFAs) that are described by the inventors include a pipelining strategy that pushes state-dependent feedback to a final pipeline stage to thereby enhance parallelism and throughput, augmented state transitions that track whether a transition is indicative of a pattern match occurring thereby reducing the number of necessary states for the DFA, augmented state transition that track whether a transition is indicative of a restart to the matching process, compression of the DFA's transition table, alphabet encoding for input symbols to equivalence class identifiers, the use of an indirection table to allow for optimized transition table memory, and enhanced scalability to facilitate the ability of the improved DFA to process multiple input symbols per cycle.
摘要:
Disclosed herein is an improved architecture for regular expression pattern matching. Improvements to pattern matching deterministic finite automatons (DFAs) that are described by the inventors include a pipelining strategy that pushes state-dependent feedback to a final pipeline stage to thereby enhance parallelism and throughput, augmented state transitions that track whether a transition is indicative of a pattern match occurring thereby reducing the number of necessary states for the DFA, augmented state transition that track whether a transition is indicative of a restart to the matching process, compression of the DFA's transition table, alphabet encoding for input symbols to equivalence class identifiers, the use of an indirection table to allow for optimized transition table memory, and enhanced scalability to facilitate the ability of the improved DFA to process multiple input symbols per cycle.
摘要:
Methods and apparatuses for processing data are disclosed, including methods and apparatuses that leverage a reconfigurable logic device to offload decompression and search operations from a processor to thereby enable high speed data searches within data that has been stored in a compressed format.
摘要:
A method and system is provided for constructing sparse evaluation graphs for forward or backward monotone data flow problems. The sparse graph combines information as early as possible, yet directly connects nodes that generate and use information. This allows problems from the large, general class of monotone data flow problems to enjoy the advantages of solutions based on Static Single Assignment (SSA) form.The present invention includes a compiler configured to transform a source program into optimized executable code. The compiler contains an optimizer which is configured to optimize the source program, in which the source program and optimization program are represented by a data flow framework. The optimizer includes a sparse evaluation graph generator which generates a sparse evaluation graph and an evaluator connected to evaluate the sparse evaluation graph in relation to the data flow framework.
摘要:
A re-configurable logic device such as a field programmable gate array (FPGA) can be used to deploy a data processing pipeline, the pipeline comprising a plurality of pipelined data processing engines, the plurality of pipelined data processing engines including a data reduction engine, the plurality of pipelined data processing engines being configured to perform processing operations, wherein the pipeline comprises a multi-functional pipeline, and wherein the re-configurable logic device is further configured to controllably activate or deactivate each of the pipelined data processing engines in the pipeline in response to control instructions and thereby define a function for the pipeline, each pipeline function being the combined functionality of each activated pipelined data processing engine in the pipeline.
摘要:
Methods and apparatuses for processing data are disclosed, including methods and apparatuses that leverage a reconfigurable logic device to offload decompression and search operations from a processor to thereby enable high speed data searches within data that has been stored in a compressed format.
摘要:
A re-configurable logic device such as a field programmable gate array (FPGA) can be used to deploy a data processing pipeline, the pipeline comprising a plurality of pipelined data processing engines, the plurality of pipelined data processing engines being configured to perform processing operations, wherein the pipeline comprises a multi-functional pipeline, and wherein the re-configurable logic device is further configured to controllably activate or deactivate each of the pipelined data processing engines in the pipeline in response to control instructions and thereby define a function for the pipeline, each pipeline function being the combined functionality of each activated pipelined data processing engine in the pipeline.
摘要:
A re-configurable logic device such as a field programmable gate array (FPGA) can be used to deploy a data processing pipeline, the pipeline comprising a plurality of pipelined data processing engines, the plurality of pipelined data processing engines including a data reduction engine, the plurality of pipelined data processing engines being configured to perform processing operations, wherein the pipeline comprises a multi-functional pipeline, and wherein the re-configurable logic device is further configured to controllably activate or deactivate each of the pipelined data processing engines in the pipeline in response to control instructions and thereby define a function for the pipeline, each pipeline function being the combined functionality of each activated pipelined data processing engine in the pipeline.
摘要:
A re-configurable logic device such as a field programmable gate array (FPGA) can be used to deploy a data processing pipeline, the pipeline comprising a plurality of pipelined data processing engines, the plurality of pipelined data processing engines being configured to perform processing operations, wherein the pipeline comprises a multi-functional pipeline, and wherein the re-configurable logic device is further configured to controllably activate or deactivate each of the pipelined data processing engines in the pipeline in response to control instructions and thereby define a function for the pipeline, each pipeline function being the combined functionality of each activated pipelined data processing engine in the pipeline.