Zobrazeno 1 - 10
of 33
pro vyhledávání: '"Vivek Seshadri"'
Autor:
Ritesh Kumar, Siddharth Singh, Shyam Ratan, Mohit Raj, Sonal Sinha, Sumitra Mishra, Bornini Lahiri, Vivek Seshadri, Kalika Bali, Atul Kr. Ojha
Publikováno v:
1st Workshop on Speech for Social Good (S4SG).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::43fff1650943cdb0d16c1565fd0d1a6d
https://doi.org/10.21437/s4sg.2022-1
https://doi.org/10.21437/s4sg.2022-1
Publikováno v:
CHI Conference on Human Factors in Computing Systems.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::de9a3efee2055e935bac0d76de7a0484
https://doi.org/10.1145/3491102.3501834
https://doi.org/10.1145/3491102.3501834
Publikováno v:
Proceedings of the ACM on Programming Languages. 4:1-30
Traditionally, IoT devices send collected sensor data to an intelligent cloud where machine learning (ML) inference happens. However, this course is rapidly changing and there is a recent trend to run ML on the edge IoT devices themselves. An intelli
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::119e4c1d3c38bc7ef05d5016bdd23ef3
https://doi.org/10.1145/3428250
https://doi.org/10.1145/3428250
Autor:
Chiranjeevi Yarra, Anuj Diwan, Ankita Singh, Preethi Jyothi, Saurabh Vyas, Karthik Sankaranarayanan, Vinit Unni, Sunayana Sitaram, Samarth Bharadwaj, Ashish Mittal, Kalika Bali, Prasanta Kumar Ghosh, Srinivasa Raghavan, Jai Nanavati, Sanket Shah, Vivek Seshadri, Rakesh Vaideeswaran, Raoul Nanavati, Shreya Khare, Akash Rajpuria
Publikováno v:
Interspeech 2021.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ae46104566930145a1cb8dbc0b9a31c1
https://doi.org/10.21437/interspeech.2021-1339
https://doi.org/10.21437/interspeech.2021-1339
Publikováno v:
FPL
Recent breakthroughs in ML have produced new classes of models that allow ML inference to run directly on milliwatt-powered IoT devices. On one hand, existing ML-to-FPGA compilers are designed for deep neural-networks on large FPGAs. On the other han
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c31f0ac2997e51352f3704dff4f27373
https://doi.org/10.1109/fpl53798.2021.00067
https://doi.org/10.1109/fpl53798.2021.00067
Autor:
Tanuja Ganu, Jahanvi Shah, Monojit Choudhury, Anurag Shukla, Kalika Bali, Sandipan Dandapat, Sebastin Santy, Vivek Seshadri
Publikováno v:
COMPASS
Seamless access to information in a rapidly globalizing world demands for availability of information across, ideally all but at the least a large number of, languages. Machine translation has been proposed as a technological solution to this complex
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5dc2428a25f4171d88edcb6f84257ecc
https://doi.org/10.1145/3460112.3471954
https://doi.org/10.1145/3460112.3471954
Autor:
Chul-Hwan Choo, Todd C. Mowry, Michael Kozuch, Ziqi Wang, Dimitrios Skarlatos, Gennady Pekhimenko, Vivek Seshadri
Publikováno v:
ISCA
The ability to capture frequent (per millisecond) persistent snapshots to NVM would enable a number of compelling use cases. Unfortunately, existing NVM snapshotting techniques suffer from a combination of persistence barrier stalls, write amplificat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6b589532db1b1948c1d62df869d21352
https://doi.org/10.1109/isca52012.2021.00046
https://doi.org/10.1109/isca52012.2021.00046
Autor:
Sai Raj Reddy, Vivek Seshadri
In the Global South, English-language fluency is strongly associated with earnings. This in particular impacts young adults in low-income settings looking to start work in urban areas without past access to high-quality English language education. In
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1155fa10b020454f9a758d58dbd30de7
https://doi.org/10.35542/osf.io/876a5
https://doi.org/10.35542/osf.io/876a5
Autor:
Minesh Patel, Pratyush Patel, Jonathan Appavoo, Geraldo F. Oliveira, Saugata Ghose, Onur Mutlu, Konstantinos Kanellopoulos, Nastaran Hajinazar, Rachata Ausavarungnirun, Vivek Seshadri
Publikováno v:
ISCA
Computers continue to diversify with respect to system designs, emerging memory technologies, and application memory demands. Unfortunately, continually adapting the conventional virtual memory framework to each possible system configuration is chall
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aa3accd755144bff3fdf33c98366bc8e
https://doi.org/10.1109/isca45697.2020.00089
https://doi.org/10.1109/isca45697.2020.00089
Autor:
Matei Zaharia, Gregory R. Ganger, Deepak Narayanan, Nikhil R. Devanur, Phillip B. Gibbons, Aaron Harlap, Amar Phanishayee, Vivek Seshadri
Publikováno v:
SOSP
DNN training is extremely time-consuming, necessitating efficient multi-accelerator parallelization. Current approaches to parallelizing training primarily use intra-batch parallelization, where a single iteration of training is split over the availa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d19a2ed37a2344c9df69bcaf55491d47
https://doi.org/10.1145/3341301.3359646
https://doi.org/10.1145/3341301.3359646