activity
20142023
most citedA decision integration strategy for short-term demand forecasting and ordering for red blood cell components

48 citations · 67 across the 8 of their papers we have counts for

collaborators

8 papers

eess.SY2023

Thermal-aware Workload Distribution for Data Centers with Demand Variations

Somayye Rostami, Douglas G. Down, George Karakostas

Thermal-aware workload distribution is a common approach in the literature for power consumption optimization in data centers. However, data centers also have other operational cos…

eess.SY2023

Linearized Data Center Workload and Cooling Management

Somayye Rostami, Douglas G. Down, George Karakostas

With the current high levels of energy consumption of data centers, reducing power consumption by even a small percentage is beneficial. We propose a framework for thermal-aware wo…

stat.AP2021★ 1 cited

Data-driven Fair Resource Allocation For Novel Emerging Epidemics: A COVID-19 Convalescent Plasma Case Study

Maryam Akbari-Moghaddam, Na Li, Douglas G. Down +4

Epidemics are a serious public health threat, and the resources for mitigating their effects are typically limited. Decision-makers face challenges in forecasting the supply and de…

cs.LG2021★ 3 cited

Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models

Maryam Motamedi, Jessica Dawson, Na Li +2

Platelet products are both expensive and have very short shelf lives. As usage rates for platelets are highly variable, the effective management of platelet demand and supply is ve…

cs.OH2021★ 2 cited

SEH: Size Estimate Hedging for Single-Server Queues

Maryam Akbari-Moghaddam, Douglas G. Down

For a single server system, Shortest Remaining Processing Time (SRPT) is an optimal size-based policy. In this paper, we discuss scheduling a single-server system when exact inform…

stat.AP2020★ 48 cited

A decision integration strategy for short-term demand forecasting and ordering for red blood cell components

Na Li, Fei Chiang, Douglas G. Down +1

Blood transfusion is one of the most crucial and commonly administered therapeutics worldwide. The need for more accurate and efficient ways to manage blood demand and supply is an…

math.PR2019

Autocorrelation Function Characterization of Continuous Time Markov Chains

G. Rama Murthy, Douglas G. Down

We study certain properties of the function space of autocorrelation functions of Unit Continuous Time Markov Chains (CTMCs). It is shown that under particular conditions, the $L^p…

math.PR2014★ 13 cited

Delays at signalised intersections with exhaustive traffic control

Marko Boon, Ivo Adan, Erik Winands +1

In this paper we study a traffic intersection with vehicle-actuated traffic signal control. Traffic lights stay green until all lanes within a group are emptied. Assuming general r…