most citedPeak Forecasting for Battery-based Energy Optimizations in Campus Microgrids

21 citations · 45 across the 6 of their papers we have counts for

collaborators

7 papers

cs.DC20213 cited

Enabling Sustainable Clouds: The Case for Virtualizing the Energy System

Noman Bashir, Tian Guo, Mohammad Hajiesmaili +5

Cloud platforms' growing energy demand and carbon emissions are raising concern about their environmental sustainability. The current approach to enabling sustainable clouds focuse…

eess.SP202021 cited

Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids

Akhil Soman, Amee Trivedi, David Irwin +3

Battery-based energy storage has emerged as an enabling technology for a variety of grid energy optimizations, such as peak shaving and cost arbitrage. A key component of battery-d…

cs.DC2020

No Reservations: A First Look at Amazon's Reserved Instance Marketplace

Pradeep Ambati, David Irwin, Prashant Shenoy

Cloud users can significantly reduce their cost (by up to 60\%) by reserving virtual machines (VMs) for long periods (1 or 3 years) rather than acquiring them on demand. Unfortunat…

eess.SY202020 cited

Emission-aware Energy Storage Scheduling for a Greener Grid

Rishikesh Jha, Stephen Lee, Srinivasan Iyengar +3

Reducing our reliance on carbon-intensive energy sources is vital for reducing the carbon footprint of the electric grid. Although the grid is seeing increasing deployments of clea…

eess.SP20201 cited

SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays

Menghong Feng, Noman Bashir, Prashant Shenoy +2

There has been significant growth in both utility-scale and residential-scale solar installations in recent years, driven by rapid technology improvements and falling prices. Unlik…

cs.DC2020

Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options

Pradeep Ambati, Noman Bashir, David Irwin +2

Cloud platforms offer the same VMs under many purchasing options that specify different costs and time commitments, such as on-demand, reserved, sustained-use, scheduled reserve, t…