The Continuous-Time Service Network Design Problem. - Natashia Boland; Mike Hewitt; Luke Marshall; Martin W. P. Savelsbergh (Oper. Res., 2017)

Dynamic and continuous-time service network design. - Luke Marshall (2018)

Multi-Itinerary Optimization as Cloud Service (Industrial Paper). - Alexandru Cristian; Luke Marshall; Mihai Negrea; Flavius Stoichescu; Peiwei Cao; Ishai Menache (SIGSPATIAL/GIS, 2019)

The price of discretizing time: a study in service network design. - Natashia Boland; Mike Hewitt; Luke Marshall; Martin W. P. Savelsbergh (EURO J. Transp. Logist., 2019)

Optimizing Onsite Food Services at Scale. - Konstantina Mellou; Luke Marshall; Krishna Chintalapudi; Patrick Jaillet; Ishai Menache (SIGSPATIAL/GIS, 2020)

Protean: VM Allocation Service at Scale. - Ori Hadary; Luke Marshall; Ishai Menache; Abhisek Pan; Esaias E. Greeff; David Dion; Star Dorminey; Shailesh Joshi; Yang Chen; Mark Russinovich; Thomas Moscibroda (OSDI, 2020)

Multi-itinerary optimization as cloud service. - Alexandru Cristian; Luke Marshall; Mihai Negrea; Flavius Stoichescu; Peiwei Cao; Ishai Menache (Commun. ACM, 2021)

Interval-Based Dynamic Discretization Discovery for Solving the Continuous-Time Service Network Design Problem. - Luke Marshall; Natashia Boland; Martin W. P. Savelsbergh; Mike Hewitt (Transp. Sci., 2021)

Hindsight Learning for MDPs with Exogenous Inputs. - Sean R. Sinclair; Felipe Vieira Frujeri; Ching-An Cheng; Luke Marshall; Hugo de Oliveira Barbalho; Jingling Li; Jennifer Neville; Ishai Menache; Adith Swaminathan (ICML, 2023)

Virtual Machine Allocation with Lifetime Predictions. - Hugo Barbalho; Patricia Kovaleski; Beibin Li; Luke Marshall; Marco Molinaro 004; Abhisek Pan; Eli Cortez; Matheus Leao; Harsh Patwari; Zuzu Tang; Larissa Rozales Gonçalves; David Dion; et al. (MLSys, 2023)

Hyrax: Fail-in-Place Server Operation in Cloud Platforms. - Jialun Lyu; Marisa You; Celine Irvene; Mark Jung; Tyler Narmore; Jacob Shapiro; Luke Marshall; Savyasachi Samal; Ioannis Manousakis; Lisa Hsu; Preetha Subbarayalu; Ashish Raniwala; et al. (OSDI, 2023)

Kerveros: Efficient and Scalable Cloud Admission Control. - Sultan Mahmud Sajal; Luke Marshall; Beibin Li; Shandan Zhou; Abhisek Pan; Konstantina Mellou; Deepak Narayanan; Timothy Zhu; David Dion; Thomas Moscibroda; Ishai Menache (OSDI, 2023)

Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem. - Behnaz Arzani; Siva Kesava Reddy Kakarla; Miguel Castro; Srikanth Kandula; Saeed Maleki; Luke Marshall (CoRR, 2023)

Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service. - Arnd Christian König; Yi Shan; Karan Newatia; Luke Marshall; Vivek R. Narasayya (Proc. VLDB Endow., 2023)

Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem. - Xuting Liu; Behnaz Arzani; Siva Kesava Reddy Kakarla; Liangyu Zhao; Vincent Liu 001; Miguel Castro; Srikanth Kandula; Luke Marshall (SIGCOMM, 2024)

Temporal Bin Packing with Half-Capacity Jobs. - Christopher Muir; Luke Marshall; Alejandro Toriello (INFORMS J. Optim., 2024)