[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| (fwd)

[Shirley Entzminger]

    R E M I N D E R . . .


 		   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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