Ensuring renewable energy utilization with quality of service guarantee for energy-efficient data center operations

United States Data Center Energy Usage Report

Lawrence Berkeley National Laboratory (LBNL), B., Shehabi, A., USDOE, Smith, S., Sartor, D., Brown, R., Herrlin, M., Koomey, J., Masanet, E., Horner, N., et al. (2016) · doi:10.2172/1372902 · Cited by 1,040 · see citing works

GreenSlot

Goiri, Í., Le, K., Haque, M. E., Beauchea, R., Nguyen, T. D., Guitart, J., Torres, J., & Bianchini, R. (2011) · International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · doi:10.1145/2063384.2063411 · Cited by 311 · see citing works

Geographical load balancing with renewables

Liu, Z., Lin, M., Wierman, A., Low, S. H., & Andrew, L. L. H. (2011) · ACM SIGMETRICS Performance Evaluation Review · doi:10.1145/2160803.2160862 · Cited by 221 · see citing works

Opportunities and challenges for data center demand response

Wierman, A., Liu, Z., Liu, I., & Mohsenian‐Rad, H. (2014) · International Green and Sustainable Computing Conference · doi:10.1109/igcc.2014.7039172 · Cited by 202 · see citing works

Renewable and cooling aware workload management for sustainable data centers

Liu, Z., Chen, Y., Bash, C. E., et al. (2012) · ACM SIGMETRICS Performance Evaluation Review · doi:10.1145/2318857.2254779 · Cited by 180 · see citing works

Energy and Network Aware Workload Management for Sustainable Data Centers with Thermal Storage

Guo, Y., Gong, Y., Fang, Y. M., et al. (2013) · IEEE Transactions on Parallel and Distributed Systems · doi:10.1109/tpds.2013.278 · Cited by 158 · see citing works

Solving Chance-Constrained Stochastic Programs via Sampling and Integer Programming

Ahmed, S., & Shapiro, A. (2008) · doi:10.1287/educ.1080.0048 · Cited by 157 · see citing works

Modeling Demand Response Capability by Internet Data Centers Processing Batch Computing Jobs

Li, J., Bao, Z., & Li, Z. (2014) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2014.2363583 · Cited by 123 · see citing works

Utilizing green energy prediction to schedule mixed batch and service jobs in data centers

Akşanlı, B., Venkatesh, J., Zhang, L., et al. (2011) · doi:10.1145/2039252.2039257 · Cited by 115 · see citing works

Renewable-aware geographical load balancing of web applications for sustainable data centers

Toosi, A. N., Qu, C., de Assunção, M. D., et al. (2017) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2017.01.036 · Cited by 105 · see citing works

Electric Demand Response Management for Distributed Large-Scale Internet Data Centers

Chen, Z., Wu, L., & Li, Z. (2014) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2013.2267397 · Cited by 88 · see citing works

Green IT scheduling for data center powered with renewable energy

Grange, L., Georges Da Costa, B., & Stolf, P. (2018) · Future Generation Computer Systems · doi:10.1016/j.future.2018.03.049 · Cited by 84 · see citing works

Optimal Day-Ahead Power Procurement With Renewable Energy and Demand Response

Kwon, S., Ntaimo, L., & Gautam, N. (2016) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2016.2643624 · Cited by 81 · see citing works

Demand Response in Data Centers: Integration of Server Provisioning and Power Procurement

Kwon, S., Ntaimo, L., & Gautam, N. (2018) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2018.2871125 · Cited by 79 · see citing works

GreenSlot: Scheduling energy consumption in green datacenters

Goiri, Beauchea, Lê, et al. (2011) · IEEE International Conference on High Performance Computing, Data, and Analytics · Cited by 78 · see citing works

A multi-objective co-evolutionary algorithm for energy-efficient scheduling on a green data center

Lei, H., Wang, R., Zhang, T., Liu, Y., & Zha, Y. (2016) · Computers & Operations Research · doi:10.1016/j.cor.2016.05.014 · Cited by 76 · see citing works

DATAZERO: Datacenter With Zero Emission and Robust Management Using Renewable Energy

Pierson, J., Baudic, G., Caux, S., et al. (2019) · IEEE Access · doi:10.1109/access.2019.2930368 · Cited by 76 · see citing works

Data Centers as Dispatchable Loads to Harness Stranded Power

Kim, K., Yang, F., Zavala, V. M., et al. (2016) · IEEE Transactions on Sustainable Energy · doi:10.1109/tste.2016.2593607 · Cited by 68 · see citing works

Demand Response in Data Centers Through Energy-Efficient Scheduling and Simple Incentivization

Paul, D., Zhong, W., & Bose, S. K. (2015) · IEEE Systems Journal · doi:10.1109/jsyst.2015.2476357 · Cited by 65 · see citing works

Computational Sustainability

Lässig, J., Kersting, K., & Morik, K. J. (2016) · Studies in computational intelligence · doi:10.1007/978-3-319-31858-5 · Cited by 57 · see citing works

Optimal power cost management using stored energy in data centers

Urgaonkar, R., Urgaonkar, B., Neely, M. J., et al. (2011) · ACM SIGMETRICS Performance Evaluation Review · doi:10.1145/2007116.2007138 · Cited by 52 · see citing works

Meeting Inelastic Demand in Systems With Storage and Renewable Sources

Kwon, S., Xu, Y., & Gautam, N. (2015) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2015.2494874 · Cited by 47 · see citing works

Sustainable Cloud and Energy Services

Muralidharan, A., Maior, H., & Rao, S. (2017) · Springer eBooks · doi:10.1007/978-3-319-62238-5 · Cited by 44 · see citing works

Parasol and GreenSwitch

Goiri, Í., Katsak, W., Le, K., et al. (2013) · ACM SIGARCH Computer Architecture News · doi:10.1145/2490301.2451123 · Cited by 42 · see citing works

Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems

Merchant, A., USA, S. '. A. S. I. C. O. M. A. M. O. C. S. 2. S. J. C., Association for Computing Machinery-Digital Library, et al. (2011) · doi:10.1145/1993744 · Cited by 35 · see citing works

Optimal risk-aware power procurement for data centers in day-ahead and real-time electricity markets

Ghamkhari, M., Mohsenian‐Rad, H., & Wierman, A. (2014) · IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · doi:10.1109/infcomw.2014.6849301 · Cited by 34 · see citing works

ReRack

Brown, M., & Renau, J. (2011) · ACM SIGMETRICS Performance Evaluation Review · doi:10.1145/2160803.2160865 · Cited by 32 · see citing works

Managing Green Datacenters Powered by Hybrid Renewable Energy Systems

Li, C., Wang, R., Li, T., Qian, D., & Yuan, J. (2014) · International Conference on Autonomic Computing · Cited by 31 · see citing works

Opportunistic Scheduling in Clouds Partially Powered by Green Energy

Li, Y., Orgerie, A., & Menaud, J.-M. (2015) · IEEE International Conference on Data Science and Data Intensive Systems · doi:10.1109/dsdis.2015.80 · Cited by 27 · see citing works

Negotiation game for joint IT and energy management in green datacenters

Thi, M.-T., Pierson, J., Georges Da Costa, B., Stolf, P., Nicod, J., Rostirolla, G., & Haddad, M. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.11.018 · Cited by 25 · see citing works

Holistic multiobjective planning of datacenters powered by renewable energy

Nesmachnow, S., Perfumo, C., & Goiri, Í. (2015) · Cluster Computing · doi:10.1007/s10586-015-0485-1 · Cited by 23 · see citing works

IT Optimization for Datacenters Under Renewable Power Constraint

Caux, S., Renaud-Goud, P., Rostirolla, G., et al. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-96983-1_24 · Cited by 20 · see citing works

Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks

Akşanlı, B., Venkatesh, J., Monga, I., et al. (2016) · Studies in computational intelligence · doi:10.1007/978-3-319-31858-5_4 · Cited by 16 · see citing works

Guaranteeing performance based on time-stability for energy-efficient data centers

Kwon, S., & Gautam, N. (2016) · IIE Transactions · doi:10.1080/0740817x.2015.1126003 · Cited by 10 · see citing works

Coordinating workload balancing and power switching in renewable energy powered data center

Li, X., Wang, R., Luan, Z., et al. (2016) · Frontiers of Computer Science · doi:10.1007/s11704-015-5018-9 · Cited by 8 · see citing works

Short-Term Prediction Model to Maximize Renewable Energy Usage in Cloud Data Centers

Khosravi, A., & Buyya, R. (2017) · Springer eBooks · doi:10.1007/978-3-319-62238-5_8 · Cited by 8 · see citing works

Reducing energy costs in data centres using renewable energy sources and energy storage

Oleksiak, A., Piątek, W., Kuczyński, K., et al. (2016) · doi:10.1145/2940679.2940684 · Cited by 7 · see citing works

Proceedings of the 5th International Workshop on Energy Efficient Data Centres

(2016) · doi:10.1145/2940679 · Cited by 5 · see citing works

Proceedings of the 4th Workshop on Power-Aware Computing and Systems

(2011) · doi:10.1145/2039252 · Cited by 5 · see citing works

Research on SDN-based Dynamic Management of Energy Consumption of Cloud Data Center

Tao, J. (2021) · IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC) · doi:10.1109/imcec51613.2021.9482190 · Cited by 3 · see citing works

A Data-Driven Based Energy Consumption Modeling for Heterogeneous Servers in Data Centers

Ma, X., Zhang, C., Li, S., et al. (2021) · IEEE Conference on Energy Internet and Energy System Integration (EI2) · doi:10.1109/ei252483.2021.9713131 · Cited by 5 · see citing works

TSM: Efficient Thermal and Server Management for Greening Data Centers

Wan, J., Zhang, G., Liu, L., et al. (2015) · International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC) · doi:10.1109/cyberc.2015.27 · Cited by 1 · see citing works

optimizing electrical energy consumption in cloud data center

Thiam, C., & Thiam, F. (2019) · International Conference on Intelligent Computing in Data Sciences (ICDS) · doi:10.1109/icds47004.2019.8942232 · Cited by 5 · see citing works

ENERGY SAVING ANALYSIS USING ENERGY INTENSITY USAGE AND SPECIFIC ENERGY CONSUMPTION METHODS

Espindola, J., Nourin, F. N., Qandil, M. D., et al. (2020) · International Journal of Energy for a Clean Environment · doi:10.1615/interjenercleanenv.2020034685 · Cited by 21 · see citing works