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ACSOS 2020
(
series
) /
Research Papers
/
Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching
Who
Sahil Tyagi
,
Prateek Sharma
Track
ACSOS 2020 Research Papers
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When
Thu 20 Aug 2020 17:25 - 17:45 at
Presentation Room B
-
Scalability
Chair(s):
Xiaohui Gu
Sahil Tyagi
Indiana University Bloomington
United States
Prateek Sharma
Indiana University Bloomington
Program Display Configuration
Time Zone
The program is currently displayed in
(GMT+01:00) London
.
Use conference time zone: (GMT+01:00) London
Select other time zone
(GMT-12:00) AoE (Anywhere On Earth)
(GMT-11:00) Midway Island, Samoa
(GMT-09:00) Hawaii-Aleutian
(GMT-10:00) Hawaii
(GMT-09:30) Marquesas Islands
(GMT-09:00) Gambier Islands
(GMT-08:00) Alaska
(GMT-07:00) Tijuana, Baja California
(GMT-08:00) Pitcairn Islands
(GMT-07:00) Pacific Time (US & Canada)
(GMT-06:00) Mountain Time (US & Canada)
(GMT-06:00) Chihuahua, La Paz, Mazatlan
(GMT-07:00) Arizona
(GMT-06:00) Saskatchewan, Central America
(GMT-05:00) Guadalajara, Mexico City, Monterrey
(GMT-06:00) Easter Island
(GMT-05:00) Central Time (US & Canada)
(GMT-04:00) Eastern Time (US & Canada)
(GMT-04:00) Cuba
(GMT-05:00) Bogota, Lima, Quito, Rio Branco
(GMT-04:00) Caracas
(GMT-04:00) Santiago
(GMT-04:00) La Paz
(GMT-03:00) Faukland Islands
(GMT-04:00) Manaus, Amazonas, Brazil
(GMT-03:00) Atlantic Time (Goose Bay)
(GMT-03:00) Atlantic Time (Canada)
(GMT-02:30) Newfoundland
(GMT-03:00) UTC-3
(GMT-03:00) Montevideo
(GMT-02:00) Miquelon, St. Pierre
(GMT-02:00) Greenland
(GMT-03:00) Buenos Aires
(GMT-03:00) Brasilia, Distrito Federal, Brazil
(GMT-02:00) Mid-Atlantic
(GMT-01:00) Cape Verde Is.
(GMT) Azores
(UTC) Coordinated Universal Time
(GMT+01:00) Belfast
(GMT+01:00) Dublin
(GMT+01:00) Lisbon
(GMT+01:00) London
(GMT) Monrovia, Reykjavik
(GMT+02:00) Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna
(GMT+02:00) Belgrade, Bratislava, Budapest, Ljubljana, Prague
(GMT+02:00) Brussels, Copenhagen, Madrid, Paris
(GMT+01:00) West Central Africa
(GMT+02:00) Windhoek
(GMT+03:00) Athens
(GMT+03:00) Beirut
(GMT+02:00) Cairo
(GMT+03:00) Gaza
(GMT+02:00) Harare, Pretoria
(GMT+03:00) Jerusalem
(GMT+03:00) Minsk
(GMT+03:00) Syria
(GMT+03:00) Moscow, St. Petersburg, Volgograd
(GMT+03:00) Nairobi
(GMT+04:30) Tehran
(GMT+04:00) Abu Dhabi, Muscat
(GMT+04:00) Yerevan
(GMT+04:30) Kabul
(GMT+05:00) Ekaterinburg
(GMT+05:00) Tashkent
(GMT+05:30) Chennai, Kolkata, Mumbai, New Delhi
(GMT+05:45) Kathmandu
(GMT+06:00) Astana, Dhaka
(GMT+07:00) Novosibirsk
(GMT+06:30) Yangon (Rangoon)
(GMT+07:00) Bangkok, Hanoi, Jakarta
(GMT+07:00) Krasnoyarsk
(GMT+08:00) Beijing, Chongqing, Hong Kong, Urumqi
(GMT+08:00) Irkutsk, Ulaan Bataar
(GMT+08:00) Perth
(GMT+08:45) Eucla
(GMT+09:00) Osaka, Sapporo, Tokyo
(GMT+09:00) Seoul
(GMT+09:00) Yakutsk
(GMT+09:30) Adelaide
(GMT+09:30) Darwin
(GMT+10:00) Brisbane
(GMT+10:00) Hobart
(GMT+10:00) Vladivostok
(GMT+10:30) Lord Howe Island
(GMT+11:00) Solomon Is., New Caledonia
(GMT+11:00) Magadan
(GMT+11:00) Norfolk Island
(GMT+12:00) Anadyr, Kamchatka
(GMT+12:00) Auckland, Wellington
(GMT+12:00) Fiji, Kamchatka, Marshall Is.
(GMT+12:45) Chatham Islands
(GMT+13:00) Nuku'alofa
(GMT+14:00) Kiritimati
The GMT offsets shown reflect the offsets
at the moment of the conference
.
Time Band
By setting a time band, the program will dim events that are outside this time window. This is useful for (virtual) conferences with a continuous program (with repeated sessions).
The time band will also limit the events that are included in the personal iCalendar subscription service.
Display full program
Specify a time band
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Save
Session Program
Thu 20 Aug
Displayed time zone:
London
change
16:45 - 17:45
Scalability
Research Papers
at
Presentation Room B
Chair(s):
Xiaohui Gu
NC State University
16:45
20m
Full-paper
Hierarchical Scaling of Microservices in Kubernetes
Research Papers
Fabiana Rossi
University of Rome Tor Vergata, Italy
,
Valeria Cardellini
University of Rome Tor Vergata, Italy
,
Francesco Lo Presti
University of Rome Tor Vergata, Italy
17:05
20m
Full-paper
Deadlock Avoidance for Multiple Tasks in a Self-Organizing Production Cell
Research Papers
Joseph Hirsch
Universität Augsburg
,
Martin Neumayer
Universität Augsburg
,
Hella Ponsar
Universität Augsburg
,
Oliver Kosak
Universität Augsburg
,
Wolfgang Reif
University of Augsburg, Institute for Software & Systems Engineering
17:25
20m
Short-paper
Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching
Research Papers
Sahil Tyagi
Indiana University Bloomington
,
Prateek Sharma
Indiana University Bloomington
x
Fri 22 Nov 05:50