26 citations · 30 across the 7 of their papers we have counts for
8 papers
A Cherry-Picking Approach to Large Load Shaping for More Effective Carbon Reduction
Bokan Chen, Raiden Hasegawa, Adriaan Hilbers +7
Shaping multi-megawatt loads, such as data centers, impacts generator dispatch on the electric grid, which in turn affects system CO2 emissions and energy cost. Substantiating the…
Carbon-Aware Computing for Data Centers with Probabilistic Performance Guarantees
Sophie Hall, Francesco Micheli, Giuseppe Belgioioso +2
Data centers are significant contributors to carbon emissions and can strain power systems due to their high electricity consumption. To mitigate this impact and to participate in…
Carbon-Aware Computing for Datacenters
Ana Radovanovic, Ross Koningstein, Ian Schneider +12
The amount of CO emitted per kilowatt-hour on an electricity grid varies by time of day and substantially varies by location due to the types of generation. Networked collectio…
Power Modeling for Effective Datacenter Planning and Compute Management
Ana Radovanovic, Bokan Chen, Saurav Talukdar +3
Datacenter power demand has been continuously growing and is the key driver of its cost. An accurate mapping of compute resources (CPU, RAM, etc.) and hardware types (servers, acce…
A Holistic Approach to Forecasting Wholesale Energy Market Prices
Ana Radovanovic, Tommaso Nesti, Bokan Chen
Electricity market price predictions enable energy market participants to shape their consumption or supply while meeting their economic and environmental objectives. By utilizing…
Online Stochastic Bin Packing
Varun Gupta, Ana Radovanovic
Bin packing is an algorithmic problem that arises in diverse applications such as remnant inventory systems, shipping logistics, and appointment scheduling. In its simplest variant…