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pro vyhledávání: '"Bhope, Rahul Atul"'
This paper presents the design and implementation of FLIPS, a middleware system to manage data and participant heterogeneity in federated learning (FL) training workloads. In particular, we examine the benefits of label distribution clustering on par
Externí odkaz:
http://arxiv.org/abs/2308.03901
Autor:
Simmhan, Yogesh, Rambha, Tarun, Khochare, Aakash, Ramesh, Shriram, Baranawal, Animesh, George, John Varghese, Bhope, Rahul Atul, Namtirtha, Amrita, Sundararajan, Amritha, Bhargav, Sharath Suresh, Thakkar, Nihar, Kiran, Raj
The COVID-19 pandemic is imposing enormous global challenges in managing the spread of the virus. A key pillar to mitigation is contact tracing, which complements testing and isolation. Digital apps for contact tracing using Bluetooth technology avai
Externí odkaz:
http://arxiv.org/abs/2009.04916
Autor:
Simmhan Y; Indian Institute of Science, Bangalore, India., Rambha T; Indian Institute of Science, Bangalore, India., Khochare A; Indian Institute of Science, Bangalore, India., Ramesh S; Indian Institute of Science, Bangalore, India., Baranawal A; Indian Institute of Science, Bangalore, India., George JV; Indian Institute of Science, Bangalore, India., Bhope RA; Indian Institute of Science, Bangalore, India., Namtirtha A; Indian Institute of Science, Bangalore, India., Sundararajan A; Indian Institute of Science, Bangalore, India., Bhargav SS; Indian Institute of Science, Bangalore, India., Thakkar N; Indian Institute of Science, Bangalore, India., Kiran R; Indian Institute of Science, Bangalore, India.
Publikováno v:
Journal of the Indian Institute of Science [J Indian Inst Sci] 2020; Vol. 100 (4), pp. 623-646. Date of Electronic Publication: 2020 Nov 11.
