Luke Marshall

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Christopher Muir, Luke Marshall, Alejandro Toriello
Temporal Bin Packing with Half-Capacity Jobs. INFORMS J. Optim. 6 (1) (2024)
Xuting Liu, Behnaz Arzani, Siva Kesava Reddy Kakarla, Liangyu Zhao, Vincent Liu, Miguel Castro, Srikanth Kandula, Luke Marshall
Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem. SIGCOMM (2024)
Arnd Christian König, Yi Shan, Karan Newatia, Luke Marshall, Vivek Narasayya
Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service. Proc. VLDB Endow. 16 (13) (2023)
Jialun Lyu, Marisa You, Celine Irvene, Mark Jung, Tyler Narmore, Jacob Shapiro, Luke Marshall, Savyasachi Samal, Ioannis Manousakis, Lisa Hsu, Preetha Subbarayalu, Ashish Raniwala, Brijesh Warrier, Ricardo Bianchini, Bianca Schroeder, Daniel S. Berger
Hyrax: Fail-in-Place Server Operation in Cloud Platforms. OSDI (2023)
Behnaz Arzani, Siva Kesava Reddy Kakarla, Miguel Castro, Srikanth Kandula, Saeed Maleki, Luke Marshall
Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem. CoRR (2023)
Hugo Barbalho, Patricia Kovaleski, Beibin Li, Luke Marshall, Marco Molinaro, Abhisek Pan, Eli Cortez, Matheus Leao, Harsh Patwari, Zuzu Tang, Larissa Rozales Gonçalves, David Dion, Thomas Moscibroda, Ishai Menache
Virtual Machine Allocation with Lifetime Predictions. MLSys (2023)
Sean R. Sinclair, Felipe Vieira Frujeri, Ching-An Cheng, Luke Marshall, Hugo De Oliveira Barbalho, Jingling Li, Jennifer Neville, Ishai Menache, Adith Swaminathan
Hindsight Learning for MDPs with Exogenous Inputs. ICML (2023)
Sultan Mahmud Sajal, Luke Marshall, Beibin Li, Shandan Zhou, Abhisek Pan, Konstantina Mellou, Deepak Narayanan, Timothy Zhu, David Dion, Thomas Moscibroda, Ishai Menache
Kerveros: Efficient and Scalable Cloud Admission Control. OSDI (2023)
Alexandru Cristian, Luke Marshall, Mihai Negrea, Flavius Stoichescu, Peiwei Cao, Ishai Menache
Multi-itinerary optimization as cloud service. Commun. ACM 64 (11) (2021)
Luke Marshall, Natashia Boland, Martin W. P. Savelsbergh, Mike Hewitt
Interval-Based Dynamic Discretization Discovery for Solving the Continuous-Time Service Network Design Problem. Transp. Sci. 55 (1) (2021)
Konstantina Mellou, Luke Marshall, Krishna Chintalapudi, Patrick Jaillet, Ishai Menache
Optimizing Onsite Food Services at Scale. SIGSPATIAL/GIS (2020)
Ori Hadary, Luke Marshall, Ishai Menache, Abhisek Pan, Esaias E. Greeff, David Dion, Star Dorminey, Shailesh Joshi, Yang Chen, Mark Russinovich, Thomas Moscibroda
Protean: VM Allocation Service at Scale. OSDI (2020)
Alexandru Cristian, Luke Marshall, Mihai Negrea, Flavius Stoichescu, Peiwei Cao, Ishai Menache
Multi-Itinerary Optimization as Cloud Service (Industrial Paper). SIGSPATIAL/GIS (2019)
Natashia Boland, Mike Hewitt, Luke Marshall, Martin W. P. Savelsbergh
The price of discretizing time: a study in service network design. EURO J. Transp. Logist. 8 (2) (2019)
Natashia Boland, Mike Hewitt, Luke Marshall, Martin W. P. Savelsbergh
The Continuous-Time Service Network Design Problem. Oper. Res. 65 (5) (2017)

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Publication Activity (10 Years)

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Luke Marshall