[Crib-list] SPEAKERS: Siddharth Samsi & Vijay Gadepally (MIT - Lincoln Lab) -- CRIBB Seminar - Friday, April 2, 2021 - TIME: 12:00 Noon - 1:00 PM [via ZOOM|

[Shirley Entzminger]

 		 COMPUTATIONAL RESEARCH in BOSTON and BEYOND SEMINAR
                                          (CRIBB)


ZOOM MEETING info:

 	https://mit.zoom.us/j/96155042770

 	Meeting ID: 961 5504 2770

-------------------------------------------------

DATE:	Friday, April 2, 2021

TIME:	12:00 Noon to 1:00 PM


TItLE:	An Open Datacenter Dataset For AI Enabled Optimization


SPEAKER: Siddharth Samsi and Vijay Gadepally (MIT-Lincoln Lab)


ABSTRACT:

The first step in training an AI is to get the right data.  In order to 
apply AI to the problem of data center optimization, such as identifying 
faults with servers, energy or cooling systems, before they become 
critical, the MIT Lincoln Laboratory Supercomputing Center is developing a 
state-of-the-art dataset.  This dataset contains rich information such as: 
physical information about building management; system information such as 
scheduler and filesystem logs; and node-level information such as 
utilization, memory, GPU activity (both job level statistics as well as 
time-series monitoring collected via NVIDIA’s DCGM tool), energy 
utilization, etc. In this talk, we will describe the dataset, detail how 
developers can get access to this data, and discuss a number of open 
problems associated with datacenter analytics.

================================================

Massachusetts Institute of Technology
Cambridge, MA  02139


For information about the CRIBB Seminar, please visit:

 	https://math.mit.edu/sites/crib/


Seminar will be virtual.  ZOOM Info is at the top of this page, on the attached 
poster and on the CRIBB website:


Please contact me if you have any questions.

===

Shirley A. Entzminger
Administrative Assistant II
Department of Mathematics
Massachusetts Institute of Technology
77 Massachusetts Avenue
Building 2, Room 350A
Cambridge, MA 02139
PHONE: 	(617) 253-4994
E-mail:	daisymae at math.mit.edu
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