ACM SIGMETRICS Performance Evaluation Review · 2011 · 30 citations · 20 references
ArchitectureOperations ManagementEnergy SystemsRenewable Energy IntegrationRenewable Energy SystemsEnergy Management SystemsEnergy StorageEnergy Storage IntegrationEnergy System ModelingEnergy UseRenewable EnergyData Center Energy OptimizationEnergy Cost OptimizationPower ConsumptionPower Consumption ModelingPower Consumption OptimizationPower GenerationRenewable Energy Integration Simulation
Data centers operating cost are dominated by their power consumption. Renewable energy sources can reduce the operating costs when correctly selected. Nevertheless, this is a non trivial task because it should consider different energy sources (wind, solar), storage alternatives (batteries, grid-tie), workload, historical weather patterns, incentives, and service agreement penalties. These are the basic factors, but the model should be extensive to consider other factors like power gating support. This paper introduces ReRack, an extensible simulation infrastructure that can be used to evaluate the energy cost of a data center using renewable energy sources. ReRack is composed of two main components, a simulation and an optimization component. The simulation component explores the cost effectiveness of renewable energy generation. It requires a model that can simulate both the data center power usage and the location-dependent variability of the power generation source (solar and wind). The ReRack optimization component finds the best ratio of renewable energy sources for a given location and workload.
20
Cutting the electric bill for internet-scale systems
Asfandyar Qureshi, Rick Weber, Hari Balakrishnan et al. · 2009 · 834 citations · Full text
Optimal power allocation in server farms
Anshul Gandhi, Mor Harchol‐Balter, Rajarshi Das et al. · 2009 · 459 citations
Greening geographical load balancing
Zhenhua Liu, Minghong Lin, Adam Wierman et al. · 2011 · 459 citations
Full-System Power Analysis and Modeling for Server Environments
Daphne Economou, Suzanne Rivoire, Christos Kozyrakis et al. · 2006 · 321 citations
Workload Analysis and Demand Prediction of Enterprise Data Center Applications
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova et al. · 2007 · 312 citations