Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Marcel Zalmanovici"'
Publikováno v:
DeepTest@ICSE
Detecting drift in performance of Machine Learning (ML) models is an acknowledged challenge. For ML models to become an integral part of business applications it is essential to detect when an ML model drifts away from acceptable operation. However,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b8c95a69d854af0bb2aa986790d2bceb
https://doi.org/10.1109/deeptest52559.2021.00007
https://doi.org/10.1109/deeptest52559.2021.00007
Publikováno v:
Communications in Computer and Information Science ISBN: 9783030621438
Machine learning (ML) solutions are prevalent. However, many challenges exist in making these solutions business-grade. One major challenge is to ensure that the ML solution provides its expected business value. In order to do that, one has to bridge
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b002240ef65f55ee5bc5d8cc2a578211
https://doi.org/10.1007/978-3-030-62144-5_6
https://doi.org/10.1007/978-3-030-62144-5_6
Publikováno v:
ESEC/SIGSOFT FSE
Machine Learning (ML) based solutions are becoming increasingly popular and pervasive. When testing such solutions, there is a tendency to focus on improving the ML metrics such as the F1-score and accuracy at the expense of ensuring business value a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ac2eafba15946034eb80c450056fbf36
https://doi.org/10.1145/3338906.3340442
https://doi.org/10.1145/3338906.3340442
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030209506
CSCML
CSCML
Machine learning systems’ efficacy are highly dependent on their training data and the data they receive during production. However, current data governance policies and privacy laws dictate when and how personal and other sensitive data may be use
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bd3aa80151f778d0ad8bc8d005f5293b
https://doi.org/10.1007/978-3-030-20951-3_19
https://doi.org/10.1007/978-3-030-20951-3_19
Publikováno v:
ICSE (SEIP)
Combinatorial testing (CT) is a well-known technique for improving the quality of test plans while reducing testing costs. Traditionally, CT is used by testers at testing phase to design a test plan based on a manual definition of the test space. In
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::726a42d31939912a26112fa9166a6033
https://doi.org/10.1145/3183519.3183522
https://doi.org/10.1145/3183519.3183522
Publikováno v:
ACM Transactions on Architecture and Code Optimization. 10:1-25
The growing gap between the advanced capabilities of static compilers as reflected in benchmarking results and the actual performance that users experience in real-life scenarios makes client-side dynamic optimization technologies imperative to the d
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bc824d75d85daed52366498baa03dd36
https://doi.org/10.1145/2541228.2555315
https://doi.org/10.1145/2541228.2555315
Publikováno v:
SIGSOFT FSE
A common industrial challenge is that of analyzing large legacy free text test suites in order to comprehend their functional content. The analysis results are used for different purposes, such as dividing the test suite into disjoint functional part
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c0fa7dd6d6bf5a991c6ed5e4216d2e57
https://doi.org/10.1145/2950290.2983957
https://doi.org/10.1145/2950290.2983957
Publikováno v:
QUDOS@ISSTA
This work introduces novel combinatorial coverage based metrics for deciding upon automated Cloud infrastructure adaptation. Our approach utilizes a Combinatorial Testing engine, traditionally used for testing at the development phase, in order to me
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::76c2582e6f09eb0574fd49b8c235720c
https://doi.org/10.1145/2945408.2945409
https://doi.org/10.1145/2945408.2945409
Publikováno v:
Automated Software Engineering. 19:97-136
Object Inlining (OI) is a known optimization in object oriented programming in which referenced objects of class B are inlined into their referencing objects of class A by making all fields and methods of class B part of class A. The optimization sav
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::51a1e58043ff348975ea20fa6fcf6c1c
https://doi.org/10.1007/s10515-011-0096-x
https://doi.org/10.1007/s10515-011-0096-x
Publikováno v:
IFMT
Code porting, optimizing and tuning has become a challenging task in multicore/many cores environment. It requires a different set of performance visualization tools to handle the complexity of the many cores and the size of performance data to find
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::01e495c3355308025c760ca18dc9fe24
https://doi.org/10.1145/1463768.1463777
https://doi.org/10.1145/1463768.1463777