Zobrazeno 1 - 10
of 45
pro vyhledávání: '"Patrick K. Nicholson"'
Publikováno v:
CIKM
Motivated by a network fault detection problem, we study how recall can be boosted in a decision tree classifier, without sacrificing too much precision. This problem is relevant and novel in the context of transfer learning(TL), in which few target
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3e441323027bd3bba5eb86ea165ecfe0
https://doi.org/10.1145/3459637.3482259
https://doi.org/10.1145/3459637.3482259
The energy consumption of mobile networks is already substantial nowadays, and only expected to further increase with the roll-out of 5G. Base stations are the key elements in this context: reducing their energy consumption is of paramount importance
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dfb7d83e06830b3a12f85c01fb3b33bc
https://aaltodoc.aalto.fi/handle/123456789/107933
https://aaltodoc.aalto.fi/handle/123456789/107933
The virtual resources of 5G networks are expected to scale and support migration to other locations within the substrate. In this context, a configuration for 5G network slices details the instantaneous mapping of the virtual resources across all sli
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::20963a000fd1ab753da6a87df4e129ab
http://hdl.handle.net/10138/321106
http://hdl.handle.net/10138/321106
Publikováno v:
EuroSys
The adoption of fast-paced practices for developing virtual network functions (VNFs) allows for continuous software delivery and creates a market advantage for network operators. This adoption, however, is problematic for testing engineers that need
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5600a5c882ce7a240e3ca1b0a92725a7
https://doi.org/10.1145/3342195.3387525
https://doi.org/10.1145/3342195.3387525
Publikováno v:
Information Retrieval Journal. 22:256-284
Automated construction of knowledge hierarchies from huge data corpora is gaining increasing attention in recent years, in order to tackle the infeasibility of manually extracting and semantically linking millions of concepts. As a knowledge hierarch
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::24e701b9c7bc7aa26cdda6f8a3edb1a4
https://doi.org/10.1007/s10791-018-9345-y
https://doi.org/10.1007/s10791-018-9345-y
Publikováno v:
Theoretical computer science, 710
In nearest larger value (NLV) problems, we are given an array of distinct numbers, and need to preprocess A to answer queries of the following form: given any index ,return a “nearest” index j such that .We consider the variant where the values i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::74f43353f05200d9b712347cda1debae
https://doi.org/10.1016/j.tcs.2017.02.017
https://doi.org/10.1016/j.tcs.2017.02.017
Autor:
Patrick K. Nicholson
Publikováno v:
Information Processing Letters. 143:1-3
In the bitprobe model the primary concern is the number of bits that must be probed in a data structure in order to answer queries, and how constraining the number probes affects the storage requirements. In this note we revisit an explicit membershi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ff531eb02cbcd3a730efd5b89c323cb7
https://doi.org/10.1016/j.ipl.2018.10.009
https://doi.org/10.1016/j.ipl.2018.10.009
Publikováno v:
Middleware
Today, software operation engineers rely on application key performance indicators (KPIs) for sizing and orchestrating cloud resources dynamically. KPIs are monitored to assess the achievable performance and to configure various cloud-specific parame
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7e21a2f8b3396bc0c510ec325ef149a4
https://doi.org/10.1145/3361525.3361543
https://doi.org/10.1145/3361525.3361543
Publikováno v:
SoCC
As Multi-access Edge Computing (MEC) and 5G technologies evolve, new applications are emerging with unprecedented capacity and real-time requirements. At the core of such applications there is a need for machine learning (ML) to create value from the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6bfffc7afd5e440602113d29e96e1313
https://doi.org/10.1145/3357223.3362708
https://doi.org/10.1145/3357223.3362708
Autor:
Alessandra Sala, Deepak Ajwani, Bilyana Taneva, Sourav Dutta, Patrick K. Nicholson, Ghasem Heyrani-Nobari
Publikováno v:
IEEE BigData
With the advent of Big Data paradigm, filtering, retrieval, and linking of unstructured multi-modal data has become a necessity. Assigning topic labels to contents, that accurately capture the meaning and contextual information, is a fundamental prob
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7a3df61fe050df86a5a5824ff966e54d
https://doi.org/10.1109/bigdata.2018.8622647
https://doi.org/10.1109/bigdata.2018.8622647