Douglas G. Down

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 41

Top Topics

Resource Allocation

Queueing Systems

Top Venues

Future Gener. Comput. Syst.

Perform. Evaluation

Publications

Somayye Rostami, Douglas G. Down, George Karakostas
Linearized Data Center Workload and Cooling Management. CoRR (2023)
Maryam Akbari-Moghaddam, Na Li, Douglas G. Down, Donald M. Arnold, Jeannie Callum, Philippe Bégin, Nancy M. Heddle
Data-driven fair resource allocation for novel emerging epidemics: a COVID-19 Convalescent Plasma case study. INFOR Inf. Syst. Oper. Res. 61 (4) (2023)
Somayye Rostami, Douglas G. Down, George Karakostas
Thermal-aware Workload Distribution for Data Centers with Demand Variations. CoRR (2023)
Rana Ghazali, Sahar Adabi, Ali Rezaee, Douglas G. Down, Ali Movaghar
Hadoop-Oriented SVM-LRU (H-SVM-LRU): An Intelligent Cache Replacement Algorithm to Improve MapReduce Performance. CoRR (2023)
Maryam Akbari-Moghaddam, Douglas G. Down
SEH: Size Estimate Hedging Scheduling of Queues. ACM Trans. Model. Comput. Simul. 33 (4) (2023)
Rana Ghazali, Douglas G. Down
Overview of Caching Mechanisms to Improve Hadoop Performance. CoRR (2023)
Fernando Martínez García, Douglas G. Down
E-LSTM: An extension to the LSTM architecture for incorporating long lag dependencies. IJCNN (2022)
Rana Ghazali, Sahar Adabi, Ali Rezaee, Douglas G. Down, Ali Movaghar
CLQLMRS: improving cache locality in MapReduce job scheduling using Q-learning. J. Cloud Comput. 11 (2022)
Sigrún Andradóttir, Hayriye Ayhan, Douglas G. Down
Synchronous resource allocation: modeling, capacity, and optimization. OR Spectr. 44 (4) (2022)
Douglas G. Down
Optimal control of energy-aware queueing systems. Queueing Syst. Theory Appl. 100 (3-4) (2022)
Rohit Gupta, Douglas G. Down, Ishwar K. Puri
Energy and Exergy-Aware Workload Assignment for Air-Cooled Data Centers. e-Energy (2021)
Maryam Motamedi, Na Li, Douglas G. Down, Nancy M. Heddle
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models. CoRR (2021)
Seyed Morteza Mirhoseini Nejad, Ghada H. Badawy, Douglas G. Down
A Data-driven, Multi-setpoint Model Predictive Thermal Control System for Data Centers. J. Netw. Syst. Manag. 29 (1) (2021)
SeyedMorteza MirhoseiniNejad, Ghada H. Badawy, Douglas G. Down
Holistic thermal-aware workload management and infrastructure control for heterogeneous data centers using machine learning. Future Gener. Comput. Syst. 118 (2021)
Maryam Akbari-Moghaddam, Douglas G. Down
A near-optimal policy for single-server scheduling with estimated job sizes. CoRR (2021)
Zahra Esmaeilnezhad, Douglas G. Down
LAWA: Loss-Aware Workload Assignment in Data Centers. CCECE (2021)
Rana Ghazali, Sahar Adabi, Douglas G. Down, Ali Movaghar
A classification of hadoop job schedulers based on performance optimization approaches. Clust. Comput. 24 (4) (2021)
Douglas G. Down, George Karakostas, Stavros G. Kolliopoulos, Somayye Rostami
Single-item lot-sizing with quantity discount and bounded inventory. Oper. Res. Lett. 49 (6) (2021)
Maryam Akbari-Moghaddam, Douglas G. Down
SEH: Size Estimate Hedging for Single-Server Queues. QEST (2021)
Masoud Kheradmandi, Douglas G. Down
Data driven fault tolerant thermal management of data centers. ICNC (2020)
Sigrún Andradóttir, Hayriye Ayhan, Douglas G. Down
Ranking flexibility structures in queueing systems. Eur. J. Oper. Res. 281 (1) (2020)
SeyedMorteza MirhoseiniNejad, Hosein Moazamigoodarzi, Ghada H. Badawy, Douglas G. Down
Joint data center cooling and workload management: A thermal-aware approach. Future Gener. Comput. Syst. 104 (2020)
Shirin Mozaffari, Ghada H. Badawy, Douglas G. Down
Integrated Control of Multiple Data Centre Cooling Units. CCECE (2020)
Masoud Kheradmandi, Douglas G. Down, Hosein Moazamigoodarzi
Energy-Efficient Data-Based Zonal Control of Temperature for Data Centers. IGSC (2019)
SeyedMorteza MirhoseiniNejad, Fernando Martínez García, Ghada H. Badawy, Douglas G. Down
ALTM: Adaptive learning-based thermal model for temperature predictions in data centers. StICT (2019)
Lei Zhang, Douglas G. Down
APEM - Approximate Performance Evaluation for Multi-Core Computers. J. Circuits Syst. Comput. 28 (1) (2019)
Esa Hyytiä, Douglas G. Down, Pasi E. Lassila, Samuli Aalto
Dynamic Control of Running Servers. MMB (2018)
Vincent J. Maccio, Douglas G. Down
Structural properties and exact analysis of energy-aware multiserver queueing systems with setup times. Perform. Evaluation (2018)
Tony T. Tran, Meghana Padmanabhan, Peter Yun Zhang, Heyse Li, Douglas G. Down, J. Christopher Beck
Multi-stage resource-aware scheduling for data centers with heterogeneous servers. J. Sched. 21 (2) (2018)
Seyed Morteza Mirhoseini Nejad, Ghada H. Badawy, Douglas G. Down
EAWA: Energy-Aware Workload Assignment in Data Centers. HPCS (2018)
Aili Alice Zou, Douglas G. Down
Asymptotically Maximal Throughput in Tandem Systems with Flexible and Dedicated Servers. Asia Pac. J. Oper. Res. 35 (5) (2018)
Vincent J. Maccio, Douglas G. Down
Asymptotic Performance of Energy-Aware Multiserver Queueing Systems with Setup Times. ACC (2018)
Jefferson Huang, Douglas G. Down, Mark E. Lewis, Cheng-Hung Wu
Dynamic scheduling and maintenance for a two-class queue with a deteriorating server. ACC (2018)
Mohammad H. Yarmand, Douglas G. Down
Maximizing Throughput in Zero-Buffer Tandem Lines with Constrained Flexible Servers. QTNA (2018)
Rachel Mailach, Douglas G. Down
Scheduling Jobs with Estimation Errors for Multi-server Systems. ITC (2017)
Sigrún Andradóttir, Hayriye Ayhan, Douglas G. Down
Resource pooling in the presence of failures: Efficiency versus risk. Eur. J. Oper. Res. 256 (1) (2017)
Lei Zhang, Douglas G. Down
A Stable Mean Value Analysis Algorithm for Closed Systems with Load-dependent Queues. VALUETOOLS (2016)
Vincent J. Maccio, Douglas G. Down
Exact Analysis of Energy-Aware Multiserver Queueing Systems with Setup Times. MASCOTS (2016)
Vincent J. Maccio, Douglas G. Down
On optimal policies for energy-aware servers. Perform. Evaluation 90 (2015)
Lei Zhang, Douglas G. Down
Approximate mean value analysis for multi-core systems. SPECTS@SummerSim (2015)
Vincent J. Maccio, Douglas G. Down
On Optimal Control for Energy-Aware Queueing Systems. International Teletraffic Congress (2015)
Aysan Rasooli Oskooei, Douglas G. Down
Guidelines for Selecting Hadoop Schedulers Based on System Heterogeneity. J. Grid Comput. 12 (3) (2014)
Marko A. A. Boon, Ivo J. B. F. Adan, Erik M. M. Winands, Douglas G. Down
Delays at signalised intersections with exhaustive traffic control. CoRR (2014)
Osman T. Akgun, Douglas G. Down, Rhonda Righter
Energy-Aware Scheduling on Heterogeneous Processors. IEEE Trans. Autom. Control. 59 (3) (2014)
Vincent J. Maccio, Fei Chiang, Douglas G. Down
Models for Distributed, Large Scale Data Cleaning. PAKDD Workshops (2014)
Daria Terekhov, Tony T. Tran, Douglas G. Down, J. Christopher Beck
Integrating Queueing Theory and Scheduling for Dynamic Scheduling Problems. J. Artif. Intell. Res. 50 (2014)
Aysan Rasooli Oskooei, Douglas G. Down
COSHH: A classification and optimization based scheduler for heterogeneous Hadoop systems. Future Gener. Comput. Syst. 36 (2014)
Yinghui Wang, Douglas G. Down
On resource pooling in SITA-like parallel server systems. International Teletraffic Congress (2014)
Tony T. Tran, Daria Terekhov, Douglas G. Down, J. Christopher Beck
Hybrid Queueing Theory and Scheduling Models for Dynamic Environments with Sequence-Dependent Setup Times. ICAPS (2013)
Mohammad H. Yarmand, Douglas G. Down
Server allocation for zero buffer tandem queues. Eur. J. Oper. Res. 230 (3) (2013)
Vincent J. Maccio, Douglas G. Down
On Optimal Policies for Energy-Aware Servers. MASCOTS (2013)
Sigrún Andradóttir, Hayriye Ayhan, Douglas G. Down
Optimal assignment of servers to tasks when collaboration is inefficient. Queueing Syst. Theory Appl. 75 (1) (2013)
Hadil Al-Daoud, Issam Al-Azzoni, Douglas G. Down
Power-aware linear programming based scheduling for heterogeneous computer clusters. Future Gener. Comput. Syst. 28 (5) (2012)
Aysan Rasooli Oskooei, Douglas G. Down
A Hybrid Scheduling Approach for Scalable Heterogeneous Hadoop Systems. SC Companion (2012)
Daria Terekhov, Tony T. Tran, Douglas G. Down, J. Christopher Beck
Long-Run Stability in Dynamic Scheduling. ICAPS (2012)
Salih Tekin, Sigrún Andradóttir, Douglas G. Down
Dynamic server allocation for unstable queueing networks with flexible servers. Queueing Syst. Theory Appl. 70 (1) (2012)
Douglas G. Down
Polling Models with Unequal Service Rates under Limited Service Policies - Sharp Asymptotics. INFOR Inf. Syst. Oper. Res. 50 (2) (2012)
Douglas G. Down, Ger Koole, Mark E. Lewis
Dynamic control of a single-server system with abandonments. Queueing Syst. Theory Appl. 67 (1) (2011)
Anis Yousefi, Douglas G. Down
Request Replication: An alternative to QoS aware service selection. SOCA (2011)
Aysan Rasooli Oskooei, Douglas G. Down
An adaptive scheduling algorithm for dynamic heterogeneous Hadoop systems. CASCON (2011)
Sigrún Andradóttir, Hayriye Ayhan, Douglas G. Down
Technical Note - Queueing Systems with Synergistic Servers. Oper. Res. 59 (3) (2011)
Issam Al-Azzoni, Lei Zhang, Douglas G. Down
Performance evaluation for software migration. ICPE (2011)
Issam Al-Azzoni, Lei Zhang, Douglas G. Down
Performance evaluation for software migration (abstracts only). SIGMETRICS Perform. Evaluation Rev. 39 (3) (2011)
Aysan Rasooli Oskooei, Douglas G. Down
State Independent Resource Management for Distributed Grids. ICSOFT (1) (2011)
Issam Al-Azzoni, Douglas G. Down
Dynamic scheduling for heterogeneous Desktop Grids. J. Parallel Distributed Comput. 70 (12) (2010)
Hadil Al-Daoud, Issam Al-Azzoni, Douglas G. Down
Power-Aware Linear Programming based Scheduling for heterogeneous computer clusters. Green Computing Conference (2010)
Majd Kokaly, Issam Al-Azzoni, Douglas G. Down
MGST: A framework for performance evaluation of Desktop Grids. IPDPS (2009)
Douglas G. Down, H. Christian Gromoll, Amber L. Puha
Fluid Limits for Shortest Remaining Processing Time Queues. Math. Oper. Res. 34 (4) (2009)
Yu-Tong He, Douglas G. Down
On Accommodating Customer Flexibility in Service Systems. INFOR Inf. Syst. Oper. Res. 47 (4) (2009)
Douglas G. Down, H. Christian Gromoll, Amber L. Puha
State-dependent response times via fluid limits in shortest remaining processing time queues. SIGMETRICS Perform. Evaluation Rev. 37 (2) (2009)
Rong Wu, Douglas G. Down
Round robin scheduling of heterogeneous parallel servers in heavy traffic. Eur. J. Oper. Res. 195 (2) (2009)
Amir Gourgy, Ted H. Szymanski, Douglas G. Down
On tracking the behavior of an output-queued switch using an input-queued switch. IEEE/ACM Trans. Netw. 17 (6) (2009)
Douglas G. Down, George Karakostas
Maximizing throughput in queueing networks with limited flexibility. Eur. J. Oper. Res. 187 (1) (2008)
Issam Al-Azzoni, Douglas G. Down
Dynamic scheduling for heterogeneous Desktop Grids. GRID (2008)
Issam Al-Azzoni, Douglas G. Down
Linear Programming-Based Affinity Scheduling of Independent Tasks on Heterogeneous Computing Systems. IEEE Trans. Parallel Distributed Syst. 19 (12) (2008)
Mohammad H. Yarmand, Kamran Sartipi, Douglas G. Down
Behavior-Based Access Control for Distributed Healthcare Environment. CBMS (2008)
Yu-Tong He, Douglas G. Down
Limited choice and locality considerations for load balancing. Perform. Evaluation 65 (9) (2008)
Issam Al-Azzoni, Douglas G. Down
Linear Programming Based Affinity Scheduling for Heterogeneous Computing Systems. PDPTA (2007)
Kamran Sartipi, Mohammad H. Yarmand, Douglas G. Down
Mined-Knowledge and Decision Support Services in Electronic Health. SDSOA@ICSE (2007)
Yu-Tong He, Issam Al-Azzoni, Douglas G. Down
MARO - MinDrift affinity routing for resource management in heterogeneous computing systems. CASCON (2007)
Rong Wu, Douglas G. Down
On the relative value of local scheduling versus routing in parallel server systems. ICPADS (2007)
Sigrún Andradóttir, Hayriye Ayhan, Douglas G. Down
Compensating for Failures with Flexible Servers. Oper. Res. 55 (4) (2007)
Douglas G. Down, George Karakostas
Maximizing Throughput in Queueing Networks with Limited Flexibility. LATIN (2006)
Douglas G. Down, Mark E. Lewis
Dynamic load balancing in parallel queueing systems: Stability and optimal control. Eur. J. Oper. Res. 168 (2) (2006)
Douglas G. Down, Rong Wu
Multi-layered round robin routing for parallel servers. Queueing Syst. Theory Appl. 53 (4) (2006)
Issam Al-Azzoni, Douglas G. Down, Ridha Khédri
. Nord. J. Comput. 12 (3) (2005)
Sigrún Andradóttir, Hayriye Ayhan, Douglas G. Down
Dynamic Server Allocation for Queueing Networks with Flexible Servers. Oper. Res. 51 (6) (2003)
Woojin Chang, Douglas G. Down
-limited Exponential Polling Models. Queueing Syst. Theory Appl. 42 (4) (2002)
Sigrún Andradóttir, Hayriye Ayhan, Douglas G. Down
Server Assignment Policies for Maximizing the Steady-State Throughput of Finite Queueing Systems. Manag. Sci. 47 (10) (2001)
Woojin Chang, Douglas G. Down
Asymptotics for polling models with limited service policies. CDC (2000)
Douglas G. Down, Sean P. Meyn
Piecewise linear test functions for stability and instability of queueing networks. Queueing Syst. Theory Appl. 27 (3-4) (1997)
J. W. Cohen, Douglas G. Down
On the Role of Rouché's Theorem in Queueing Analysis. Queueing Syst. Theory Appl. 23 (1996)
Douglas G. Down, Sean P. Meyn
Stability of acyclic multiclass queueing networks. IEEE Trans. Autom. Control. 40 (5) (1995)