Zobrazeno 1 - 10
of 301
pro vyhledávání: '"Leana Golubchik"'
Publikováno v:
IEEE Transactions on Parallel and Distributed Systems. 33:2900-2912
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e2d112bba20ed79f3a37d60dd6ddbb16
https://doi.org/10.1109/tpds.2022.3151739
https://doi.org/10.1109/tpds.2022.3151739
Publikováno v:
ACM Transactions on Intelligent Systems and Technology. 13:1-25
Federated learning allows multiple users to collaboratively train a shared classification model while preserving data privacy. This approach, where model updates are aggregated by a central server, was shown to be vulnerable to poisoning backdoor att
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::21af7a42ae1d50c82fecb7027995a0bf
https://doi.org/10.1145/3523062
https://doi.org/10.1145/3523062
Publikováno v:
Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5d54e6c2f0c446e06203656081cc6e63
https://doi.org/10.1145/3578244.3583735
https://doi.org/10.1145/3578244.3583735
Publikováno v:
ACM SIGMETRICS Performance Evaluation Review. 50:24-26
Due to a growing interest in deep learning applications [5], compute-intensive and long-running (hours to days) training jobs have become a significant component of datacenter workloads. A large fraction of these jobs is often exploratory, with the g
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::783d1e5df93b2ee493eff206c2bb0e20
https://doi.org/10.1145/3561074.3561083
https://doi.org/10.1145/3561074.3561083
Publikováno v:
2022 IEEE 15th International Conference on Cloud Computing (CLOUD).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c25accd076eb0096fd2736a847b47782
https://doi.org/10.1109/cloud55607.2022.00055
https://doi.org/10.1109/cloud55607.2022.00055
Publikováno v:
IEEE Transactions on Sustainable Computing. 6:710-712
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::16da0402700fb621db09c39148ac9e9d
https://doi.org/10.1109/tsusc.2021.3100010
https://doi.org/10.1109/tsusc.2021.3100010
Autor:
Sung-Han Lin, Leana Golubchik, Aditya Ahuja, Nachikethas A. Jagadeesan, Ranjan Pal, Abhishek Kumar
Publikováno v:
IEEE Transactions on Sustainable Computing. 5:485-500
The recent emergence of the small cloud (SC), both in concept and in practice, has been driven mainly by issues related to service cost and complexity of commercial cloud providers (e.g., Amazon) employing massive data centers. However, the resource
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2c0e5791afb7ed78711f8243d8c2cbfb
https://doi.org/10.1109/tsusc.2019.2955093
https://doi.org/10.1109/tsusc.2019.2955093
Autor:
Pan Hui, Sasu Tarkoma, Aritra Chatterjee, Konstantinos Psounis, Ranjan Pal, Frank J. Kelly, Abhishek Kumar, Bodhibrata Nag, Jon Crowcroft, Nishanth Sastry, Leana Golubchik, John R. Kelly
Publikováno v:
ACM Transactions on Management Information Systems. 11:1-38
Service liability interconnections among globally networked IT- and IoT-driven service organizations create potential channels for cascading service disruptions worth billions of dollars, due to modern cyber-crimes such as DDoS, APT, and ransomware a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e1ef01096f6253577cd5162aeb2a8743
https://doi.org/10.1145/3386159
https://doi.org/10.1145/3386159
Autor:
Ranjan Pal, Charles Light, Yifan Dong, Mingyan Liu, Yixuan Wang, Pradipta Ghosh, Harshith Nagubandi, Leana Golubchik, Bodhibrata Nag, Swades De
Publikováno v:
2021 Winter Simulation Conference (WSC).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a5d42de2dbeec1ed87abb4d22d547ee2
https://doi.org/10.1109/wsc52266.2021.9715305
https://doi.org/10.1109/wsc52266.2021.9715305
Autor:
Nachikethas A. Jagadeesan, Abhishek Kumar, Ranjan Pal, Sung-Han Lin, Aditya Ahuja, Leana Golubchik
Publikováno v:
ACM SIGMETRICS Performance Evaluation Review. 46:2-10
The recent emergence of the small cloud (SC), both in concept and in practice, has been driven mainly by issues related to service cost and complexity of commercial cloud providers (e.g., Amazon) employing massive data centers. However, the resource
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4a52d82bf406f45f70fb667f161a08f2
https://doi.org/10.1145/3372315.3372317
https://doi.org/10.1145/3372315.3372317