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Search-Based Testing for Embedded Telecom Software with Complex Input Structures

Doganay, Kivanc (author)
Mälardalens högskola,RISE,SICS,SICS Swedish ICT AB, Sweden; Mälardalen University, Sweden.,Inbyggda system,SICS Swedish ICT AB, Kista, Sweden.
Eldh, Sigrid (author)
Karlstads universitet,Institutionen för matematik och datavetenskap (from 2013),Ericsson AB, Kista, Sweden.;Karlstad Univ, Karlstad, Sweden.,Mälardalen University, Sweden; Karlstad University, Sweden
Afzal, Wasif (author)
Mälardalens högskola,Inbyggda system,Mälardalen University, Sweden
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Bohlin, Markus (author)
Mälardalens högskola,RISE,SICS,SICS Swedish ICT AB, Sweden; Mälardalen University, Sweden,Inbyggda system,SICS Swedish ICT AB, Kista, Sweden
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 (creator_code:org_t)
Berlin, Heidelberg : Springer, 2014
2014
English.
In: Testing Software and Systems (Ictss 2014). - Berlin, Heidelberg : Springer. - 9783662448571 ; , s. 205-210
  • Conference paper (peer-reviewed)
Abstract Subject headings
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  • In this paper, we discuss the application of search-based software testing techniques for unit level testing of a real-world telecommunication middleware at Ericsson. Our current implementation analyzes the existing test cases to handle non-trivial variables such as uninitialized pointers, and to discover any setup code that needs to run before the actual test case, such as setting global system parameters. Hill climbing (HC) and (1+1) evolutionary algorithm (EA) metaheuristic search algorithms are used to generate input data for branch coverage. We compare HC, (1+1) EA, and random search with respect to effectiveness, measured as branch coverage, and efficiency, measured as number of executions needed. Difficulties arising from the specialized execution environment and the adaptations for handling these problems are also discussed.

Subject headings

NATURVETENSKAP  -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
NATURVETENSKAP  -- Data- och informationsvetenskap (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences (hsv//eng)

Keyword

Computer Science
Datavetenskap

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