Method and apparatus for providing environmental management in distributed system data centers
A computer system-based method and system for modeling, planning and analyzing distributed systems in view of environmental considerations in the deployment of said distributed system is disclosed. The method comprises the steps of representing selected ones of a plurality of components and relationships among selected components with said distributed system, wherein said representation includes attributes and characteristics associated with environmental considerations, identifying a location of each of said selected components in said distributed system determining an environmental aspect of each of said identified locations, and providing a recommendation based on said environmental aspects. In one aspect of the invention, an analysis is performed that determines a cause of changes in environmental conditions and a recommendation is made to correct the cause of the environment changes. In another aspect of the invention an analysis may be performed that considers environmental aspects in adjusting economic consideration for storing data in a data center.
1. A computer-implemented method for modeling, planning, analyzing distributed systems of a data center in view of environmental considerations in the deployment of the distributed systems, the distributed systems comprising a plurality of power-consuming entities receiving power from an electrical grid, the computer method comprising:
computing a first total power cost of operating each of the power-consuming entities and a second total power cost for each of a plurality of physical locations in the data center, wherein each of the first and second total power costs is correlated to at least one environmental factor configured to scale a cost of generating power for the respective power-consuming entity or physical location, the scaling correlated to one or more environmental impacts associated with the way the power is generated, wherein the environmental factor is configured to scale a cost of generating power higher for methods of generating power that have a negative environmental impact;
storing information related to the first and second total power costs as at least one of an attribute and characteristic associated with the respective power-consuming entity or physical location, in a configuration management database (CMDB), wherein the CMDB comprises at least one of attributes and characteristics associated with power and environmental aspects of the data center;
representing a plurality of data center elements using a first plurality of respective objects in a computer analysis model, wherein the data center elements comprise the distributed systems of the data center, physical locations and identification of equipment within the data center, physical characteristics of the data center, weather conditions, air conditioning factors, sources of heat generation, sources of cooling, and sources of power consumption, wherein the first plurality of objects further comprises information denoting first relationships that exist between at least two of more the first plurality of objects, wherein each respective object in the first plurality of objects comprises:
one or more attributes and/or characteristics inherited from other data center elements, if any of the other of the data center elements are located within the respective object;
one or more attributes and/or characteristics inherited from the data center element that the respective object represents; and
one or more attributes and/or characteristics inherited from one or more first relationships associated with the respective object;
wherein the attributes and/or characteristics each comprise at least one of a dynamically determined characteristic and a predetermined characteristic, wherein the dynamically determined characteristic is based on monitoring one or more of the data center elements during operation of the data center and the predetermined characteristic is based on at least one of a manufacturer supplied value and a value from the CMDB;
representing one or more location objects as a second plurality of objects in the computer analysis model, wherein at least one of the one or more location objects is selected from the group consisting of: a room object, a floor object and a building object, wherein the location objects correspond to physical locations associated with the data center;
associating each of one or more objects of the first pluralities of objects with a corresponding one or more location objects to denote one or more locations associated with each of the respective one or more objects of the first plurality of objects;
using the computer analysis model to determine whether an environmental aspect associated with a given location object has an adverse impact on any of the first plurality of objects associated with that location object, wherein at least one of the environmental aspects is selected from the group consisting of: heating, cooling, air pollutants, moisture, mold, power consumption, power availability and temperature, wherein the determination of adverse impact is based at least in part on at least one of the dynamically determined and predetermined characteristics and comprises determining whether a total heat generated by the power-consuming entities is within a desired range; and
controlling operation of the data center to keep the total heat generated within the desired range in view of at least one of the first and second total power costs, the controlling operation comprising controlling at least one of the power-consuming entities, the air conditioning factors, the sources of heat generation, the sources of cooling, and the sources of power consumption.
2. The method of claim 1 , further comprising:
providing a mapping between a plurality of first environmental events and a plurality of second environmental events, wherein the plurality of first environmental events correspond to causes of first environmental events in the distributed system occurring in each of the physical locations experiencing a plurality of second environmental events wherein said plurality of second environmental events represents the effects of the first environmental events in the distributed system, and wherein the mapping represents a second relationship, measured as a relationship value, along which the first events and the environmental aspects of the first plurality of objects are correlated;
determining the existence of at least one first given event of the plurality of first environmental events based on the occurrence of at least one of the plurality of second environmental events by determining a measure between each of the plurality of second relationship values associated with the plurality of first environmental events and the plurality of second environmental events; and
providing a recommendation based on the determined at least one first environmental event.
3. The method of claim 1 , further comprising:
representing selected objects of the first plurality of objects as a cluster in the computer analysis model, wherein the selected objects are defined to be within a known distance to each other;
representing cooling equipment in the computer analysis model; and
calculating an amount of cooling equipment necessary to cool the cluster.
4. The method of claim 3 , further comprising aggregating the environmental aspects of each cluster and storing the aggregation in the CMDB.
5. The method of claim 1 , wherein at least a portion of the physical locations are determined using a grid representation of an area and wherein the computer analysis model is an extension of a Common Information Model (ICIM) model.
6. The method of claim 1 , wherein determining whether a total heat generated by the power-consuming entities is within a desired range comprises determining operating conditions of the power-consuming entities.
7. The method as recited in claim 6 , wherein said environmental aspects are determined periodically.
8. The method as recited in claim 1 , further comprising adjusting at least one of the first and second power costs of operating by including the environmental aspects in at least one of the first and second power cost calculations.
9. The method of claim 8 , further comprising storing information relating to the environmental aspects and the adjustments to the first and second power costs in the CMDB.
10. The method of claim 8 , wherein the environmental aspect comprises power consumption and further comprising storing the power consumption and adjustments thereto in the CMDB.
11. The method of claim 1 , wherein the environmental aspects are predetermined.
12. The method of claim 2 , further comprising storing the recommendation.
13. An apparatus for modeling, planning and analyzing distributed systems of a data center in view of environmental considerations in the deployment of the distributed systems, the distributed systems comprising a plurality of power-consuming entities receiving power from an electrical grid, the apparatus comprising:
a processor;
memory in communication with the processor and storing program code which when accessed by the processor causes the processor to execute:
computing a first total power cost of operating each of the power-consuming entities and a second total power cost for each of a plurality of physical locations in the data center, wherein each of the first and second total power costs is correlated to at least one environmental factor configured to scale a cost of generating power for the respective power-consuming entity or physical location, the scaling correlated to one or more environmental impacts associated with the way the power is generated, wherein the environmental factor is configured to scale a cost of generating power higher for methods of generating power that have a negative environmental impact;
storing information related to the first and second total power costs as at least one of an attribute and characteristic associated with the respective power-consuming entity or physical location, in a configuration management database (CMDB), wherein the CMDB comprises at least one of attributes and characteristics associated with power and environmental aspects of the data center;
representing a plurality of data center elements using a first plurality of objects in a computer analysis model, wherein the data center elements comprise the distributed systems of the data center, physical locations and identification of equipment within the data center, physical characteristics of the data center, weather conditions, air conditioning factors, sources of heat generation, sources of cooling, and sources of power consumption, wherein the first plurality of objects further comprises information denoting first relationships that exist between at least two of more the first plurality of objects, wherein each respective object in the first plurality of objects comprises:
one or more attributes and/or characteristics inherited from other data center elements, if any of the other of the data center elements are located within the respective object;
one or more attributes and/or characteristics inherited from the data center element that the respective object represents; and
one or more attributes and/or characteristics inherited from one or more first relationships associated with the respective object;
wherein the attributes and/or characteristics each comprise at least one of a dynamically determined characteristic and a predetermined characteristic, wherein the dynamically determined characteristic is based on monitoring one or more of the data center elements during operation of the data center and the predetermined characteristic is based on at least one of a manufacturer supplied value and a value from the CMDB;
representing one or more location objects as a second plurality of objects in the computer analysis model, wherein at least one of the one or more location objects is selected from the group consisting of: a room object, a floor object, and a building object wherein the location objects correspond to physical locations associated with the data center;
associating each of one or more objects of the first pluralities of objects with a corresponding one or more location objects to denote one or more locations associated with each of the respective one or more objects of the first plurality of objects;
using the computer analysis model to determine whether an environmental aspect associated with a given location object has an adverse impact on any of the first plurality of objects associated with that location object, wherein at least one of the determined environmental aspects is selected from the group consisting of: heating, cooling, air pollutants, moisture, mold, power consumption, power availability and temperature wherein the determination of adverse impact is based at least in part on at least one of the dynamically determined and predetermined characteristics and comprises determining whether a total heat generated by the power-consuming entities is within a first desired range; and
controlling operation of the data center to keep the total heat generated within the desired range in view of at least one of the first and second total power costs, the controlling operation comprising controlling at least one of the power-consuming entities, the air conditioning factors, the sources of heat generation, the sources of cooling, and the sources of power consumption.
14. The apparatus of claim 13 , further comprising program code that when executed on the processor causes the processor to execute:
providing a mapping between a plurality of first environmental events and a plurality of second environmental events, wherein the plurality of first environmental events correspond to causes of first environmental events in the distributed system, in each of the physical locations experiencing a plurality of second environmental events, wherein the plurality of second environmental events represents the effects of the first environmental events in the distributed system, and wherein the mapping represents a second relationship, measured as a relationship value, along which the first events and the environmental aspects of the first plurality of objects are correlated;
determining the existence of at least one first given event of the plurality of first environmental events based on the occurrence of at least one of the plurality of second environmental events by determining a measure between each of the plurality of second relationship values associated with the plurality of first environmental events and the plurality of second environmental events; and
providing a recommendation based on the determined at least one first environmental event.
15. The apparatus of claim 13 , further comprising program code that when executed on the processor causes the processor to execute:
representing selected objects of the first plurality of objects as a cluster, in the computer analysis model, wherein the selected objects are defined to be within a known distance to each other;
determining a heat generation of the cluster; and
determining whether the heat generated by the cluster is within a second desired range.
16. The apparatus as recited in claim 15 , further comprising aggregating the environmental aspects of each cluster and storing the aggregation in the CMDB.
17. The apparatus claim 13 , wherein at least a portion of the physical locations are determined using a grid representation of an area and wherein the computer analysis model is an extension of a Common Information Model (ICIM) model.
18. The apparatus of claim 13 , wherein determining whether a total heat generated by the power-consuming entities is within a desired range comprises determining operating conditions of the power-consuming entities.
19. The apparatus as recited in claim 18 , wherein said environmental aspects are determined periodically.
20. The apparatus as recited in claim 13 , further comprising program code that when executed on the processor causes the processor to execute:
adjusting at least one of the first and second power costs of operating by including the environmental aspects in at least one of the first and second power cost calculations.
21. The apparatus as recited in claim 20 , further comprising program code that when executed on the processor causes the processor to execute:
storing information relating to the environmental aspects and the adjustments to the first and second power costs in the CMDB.
22. The apparatus of claim 20 , wherein the environmental aspect comprises power consumption and further comprising program code that when executed on the processor causes the processor to execute: storing the power consumption and adjustments thereto in the CMDB.
23. The apparatus as recited in claim 13 , wherein said environmental aspects are predetermined.