Matches in SemOpenAlex for { <https://semopenalex.org/work/W2182029498> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W2182029498 abstract "In applications which process huge volumes of data for analysis purposes, it is often essential to minimize processing time to increase efficiency. Large data volumes (in the author’s experience, row counts of 1.5 million and up to 2500 columns) result in very long processing times of about 4 to 5 days. It is often required to reduce the execution time for such processes. This paper discusses the following generic steps for improving any process. (1) Identify areas for improvement (understand the process thoroughly; analyze logs to identify steps which take the longest amount of time). (2) Look for certain processes that can be executed in parallel (actual parallelization of independent processes executed one after another; automated virtual multithreading; executing multiple instances of jobs in UNIX). (3) Adopt alternative methods for performing tasks faster (sorting datasets using threads; use of SET statement and KEY= option; use of SYNCSORT® for merging in SAS; intelligent use of indexes for merging; use of user-defined formats). (4) Modularize complex steps and creating macros for performing repeated tasks. (5) Reduce code redundancy (removing unwanted code; use of functions and macros for performing repeated tasks). (6) Syntactic optimization and deletion of large intermediate data sets. The above techniques optimize the process to allow faster data delivery by reducing the execution time." @default.
- W2182029498 created "2016-06-24" @default.
- W2182029498 creator A5064848345 @default.
- W2182029498 date "2010-01-01" @default.
- W2182029498 modified "2023-09-26" @default.
- W2182029498 title "A Practical Approach to Process Improvement Using Parallel Processing" @default.
- W2182029498 cites W2189372428 @default.
- W2182029498 hasPublicationYear "2010" @default.
- W2182029498 type Work @default.
- W2182029498 sameAs 2182029498 @default.
- W2182029498 citedByCount "0" @default.
- W2182029498 crossrefType "journal-article" @default.
- W2182029498 hasAuthorship W2182029498A5064848345 @default.
- W2182029498 hasConcept C111919701 @default.
- W2182029498 hasConcept C112968700 @default.
- W2182029498 hasConcept C120314980 @default.
- W2182029498 hasConcept C127705205 @default.
- W2182029498 hasConcept C138101251 @default.
- W2182029498 hasConcept C152124472 @default.
- W2182029498 hasConcept C166955791 @default.
- W2182029498 hasConcept C177264268 @default.
- W2182029498 hasConcept C199360897 @default.
- W2182029498 hasConcept C201410400 @default.
- W2182029498 hasConcept C26517878 @default.
- W2182029498 hasConcept C2777904410 @default.
- W2182029498 hasConcept C41008148 @default.
- W2182029498 hasConcept C98045186 @default.
- W2182029498 hasConceptScore W2182029498C111919701 @default.
- W2182029498 hasConceptScore W2182029498C112968700 @default.
- W2182029498 hasConceptScore W2182029498C120314980 @default.
- W2182029498 hasConceptScore W2182029498C127705205 @default.
- W2182029498 hasConceptScore W2182029498C138101251 @default.
- W2182029498 hasConceptScore W2182029498C152124472 @default.
- W2182029498 hasConceptScore W2182029498C166955791 @default.
- W2182029498 hasConceptScore W2182029498C177264268 @default.
- W2182029498 hasConceptScore W2182029498C199360897 @default.
- W2182029498 hasConceptScore W2182029498C201410400 @default.
- W2182029498 hasConceptScore W2182029498C26517878 @default.
- W2182029498 hasConceptScore W2182029498C2777904410 @default.
- W2182029498 hasConceptScore W2182029498C41008148 @default.
- W2182029498 hasConceptScore W2182029498C98045186 @default.
- W2182029498 hasLocation W21820294981 @default.
- W2182029498 hasOpenAccess W2182029498 @default.
- W2182029498 hasPrimaryLocation W21820294981 @default.
- W2182029498 hasRelatedWork W1502008621 @default.
- W2182029498 hasRelatedWork W1513621742 @default.
- W2182029498 hasRelatedWork W1979166923 @default.
- W2182029498 hasRelatedWork W2133697478 @default.
- W2182029498 hasRelatedWork W2181332314 @default.
- W2182029498 hasRelatedWork W2296328568 @default.
- W2182029498 hasRelatedWork W2472865261 @default.
- W2182029498 hasRelatedWork W2592968979 @default.
- W2182029498 hasRelatedWork W2593456287 @default.
- W2182029498 hasRelatedWork W2624344963 @default.
- W2182029498 hasRelatedWork W2625265050 @default.
- W2182029498 hasRelatedWork W2895275494 @default.
- W2182029498 hasRelatedWork W2912269845 @default.
- W2182029498 hasRelatedWork W3122925818 @default.
- W2182029498 hasRelatedWork W3166138998 @default.
- W2182029498 hasRelatedWork W376853803 @default.
- W2182029498 hasRelatedWork W625027093 @default.
- W2182029498 hasRelatedWork W122192466 @default.
- W2182029498 hasRelatedWork W2145050115 @default.
- W2182029498 hasRelatedWork W2333718898 @default.
- W2182029498 isParatext "false" @default.
- W2182029498 isRetracted "false" @default.
- W2182029498 magId "2182029498" @default.
- W2182029498 workType "article" @default.