IP Library Granted Patent US 8,677,365
Granted Patent B2
US 8,677,365 · App. 13/061,004 · Granted Mar 18, 2014

Performing zone-based workload scheduling according to environmental conditions

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Quick Facts
Patent No.
US 8,677,365
App. No.
13/061,004
Granted
Mar 18, 2014
Kind
B2
Abstract

To perform zone-based workload scheduling according to environmental conditions in a system having electronic devices, indicators of cooling efficiencies of the electronic devices in corresponding zones are aggregated to form aggregated indicators for respective zones, where the zones include respective subsets of electronic devices. Workload is assigned to the electronic devices according to the aggregated indicators.

Claims (40)

1. A method of performing zone-based workload scheduling according to environmental conditions in a system having electronic devices, comprising:

aggregating indicators of cooling efficiencies of electronic devices in corresponding zones to form aggregated indicators for respective zones, wherein the zones include respective subsets of electronic devices, wherein the electronic devices are arranged in racks, and wherein each of at least some of the zones includes plural electronic devices, and wherein the system includes at least one sensor in each of the zones;

assigning zone-based cooling efficiencies to the electronic devices based on the aggregated indicators, wherein each of the electronic devices is assigned a respective one of the zone-based cooling efficiencies;

assigning workload to the electronic devices based on ranking the electronic devices according to the zone-based cooling efficiencies;

identifying at least one zone that has become quiescent as a result of the workload assignment;

calculating the indicators of cooling efficiencies of electronic devices in the at least one zone based on a temperature measurement of the at least one sensor in the at least one zone; and

reducing cooling activity for the at least one zone, the reducing comprising de-allocating the at least one sensor in the at least one zone.

2. The method of claim 1 , further comprising receiving definitions of the zones in which each of the zones includes a corresponding particular electronic device and nearby electronic devices.

3. The method of claim 1 , wherein assigning the zone-based cooling efficiencies comprises using the aggregated indicators as the zone-based cooling efficiencies.

4. The method of claim 1 , wherein assigning the zone-based cooling efficiencies comprises computing the zone-based cooling efficiencies based on combining the aggregated indicators with corresponding individual indicators of cooling efficiencies for the electronic devices.

5. A method of performing zone-based workload scheduling according to environmental conditions in a system having electronic devices, comprising:

aggregating indicators of cooling efficiencies of electronic devices in corresponding zones to form aggregated indicators for respective zones, wherein the zones include respective subsets of electronic devices, wherein the indicators comprise measures of energy usage to maintain an electronic device within a predetermined temperature range, and wherein the system includes at least one sensor in each of the zones;

assigning workload to the electronic devices according to the aggregated indicators;

identifying at least one zone that has become quiescent as a result of the workload assignment;

calculating the indicators of cooling efficiencies of electronic devices in the at least one zone based on a temperature measurement of the at least one sensor in the at least one zone; and

reducing cooling activity for the at least one zone, the reducing comprising de-allocating the at least one sensor in the at least one zone.

6. The method of claim 5 , wherein aggregating the indicators for a particular one of the zones comprises one of calculating an average of the indicators, determining a median of the indicators, determining a maximum of the indicators, and determining a minimum of the indicators.

7. The method of claim 5 ,

wherein reducing cooling activity for the at least one zone further comprises configuring a greater margin to a set-point temperature in the at least one zone.

8. A method of performing zone-based workload scheduling according to environmental conditions in a system having electronic devices and fluid moving devices to deliver cooling fluid for cooling the electronic devices, the method comprising:

identifying bottleneck sensors for respective fluid moving devices;

identifying zones based on the identified bottleneck sensors;

assigning zone-based cooling efficiencies to the electronic devices in the zones;

assigning workload to the electronic devices according to the zone-based cooling efficiencies;

selecting one of the bottleneck sensors;

identifying electronic devices that have to be quiesced to enable the selected bottleneck sensor to be ignored, wherein the electronic devices that have to be quiesced form a zone of electronic devices.

9. The method of claim 8 , further comprising repeating the selecting to select another one of the bottleneck sensors, repeating the identifying to identify another zone of electronic devices that have to be quiesced to enable the bottleneck sensor to be ignored.

10. The method of claim 8 , wherein selecting the one bottleneck sensor comprises:

performing simulations to determine new operating points of the fluid moving devices assuming that respective bottleneck sensors were ignored.

11. The method of claim 8 , wherein each of the electronic devices is assigned a respective one of the zone-based cooling efficiencies, wherein each of at least some of the zones includes plural electronic devices, wherein each of the zone-based cooling efficiencies is computed based on aggregating individual indicators of cooling efficiencies of the electronic devices in the corresponding zone, and wherein a number of the zones is equal to a number of the electronic devices.

12. The method of claim 11 , wherein each of the zones includes a corresponding particular electronic device and nearby electronic devices.

13. An article comprising at least one non-transitory computer-readable storage medium containing instructions that when executed cause a computer to:

aggregate indicators of cooling efficiencies of electronic devices in corresponding zones to form aggregated indicators for respective zones, wherein the zones include respective subsets of electronic devices, wherein the indicators comprise measures of energy usage to maintain respective electronic devices within a predetermined temperature range, and wherein each of the zones includes at least one sensor;

assign workload to the electronic devices according to the aggregated indicators;

identify at least one zone that has become quiescent as a result of the workload assignment;

calculate the indicators of cooling efficiencies of electronic devices in the at least one zone based on a temperature measurement of the at least one sensor in the at least one zone; and

reduce cooling activity for the at least one zone, the reducing comprising de-allocating the at least one sensor in the at least one zone.

14. The article of claim 13 , wherein the instructions when executed cause the computer to further:

assign zone-based cooling efficiencies to the electronic devices based on the aggregated indicators, wherein each of the electronic devices is assigned a respective one of the zone-based cooling efficiencies, and wherein each of at least some of the zones includes plural electronic devices, and wherein assigning the workload to the electronic devices is based on the zone-based cooling efficiencies.

15. The article of claim 14 , wherein each of the zones includes a corresponding particular electronic device and nearby electronic devices.

Assignments (5)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 5, 2022
From: OT PATENT ESCROW, LLC
To: VALTRUS INNOVATIONS LIMITED
Reel/Frame 061244/0298 →
PATENT ASSIGNMENT, SECURITY INTEREST, AND LIEN AGREEMENT Recorded Jan 26, 2021
From: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP; HEWLETT PACKARD ENTERPRISE COMPANY
To: OT PATENT ESCROW, LLC
Reel/Frame 055269/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 9, 2015
From: HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
To: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Reel/Frame 037079/0001 →
CORRECTIVE ASSIGNMENT TO CORRECT THE ASSIGNEE ADDRESS ~ CITY AND STATE PREVIOUSLY RECORDED ON REEL 025867 FRAME 0133. ASSIGNOR(S) HEREBY CONFIRMS THE CORRECT CITY AND STATE SHOULD BE HOUSTON TEXAS. Recorded Jan 7, 2014
From: BASH, CULLEN; FORMAN, GEORGE H
To: HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
Reel/Frame 031934/0718 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 25, 2011
From: BASH, CULLEN; FORMAN, GEORGE H.
To: HEWLETT PACKARD DEVELOPMENT COMPANY, L.P.
Reel/Frame 025867/0133 →