Eli Cortez

Microsoft (United States) — United States

Computer Science · Physical Sciences

10h-index941citations38works2.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

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Research Topics

Web Data Mining and Analysis(18), Cloud Computing and Resource Management(8), Advanced Database Systems and Queries(8), Data Quality and Management(8), Topic Modeling(7)

Publications38 total

Workload Intelligence: Workload-Aware IaaS abstraction for Cloud Efficiency
2025· 1 cited
Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms
2025· 5 citedOpen Access
Workload Intelligence: Punching Holes Through the Cloud Abstraction
arXiv (Cornell University)·2024· 2 citedOpen Access
Risk-aware Adaptive Virtual CPU Oversubscription in Microsoft Cloud via Prototypical Human-in-the-loop Imitation Learning
arXiv (Cornell University)·2024Open Access
How Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads
2023· 4 cited
Snape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs
2023· 10 cited
Spot Virtual Machine Eviction Prediction in Microsoft Cloud
Companion Proceedings of the Web Conference 2022·2022· 5 citedOpen Access
Infusing ML into VM Provisioning in Cloud
2021· 2 cited
Organizing Committee
2021Open Access
Toward ML-Centric Cloud Platforms: Opportunities, Designs, and Experience with Microsoft Azure
Communications of the ACM·2020
Toward ML-centric cloud platforms
Communications of the ACM·2020· 68 citedOpen Access
Resource Central
2017· 577 cited
ICE: Managing cold state for big data applications
2016· 1 cited
Annotating database schemas to help enterprise search
Proceedings of the VLDB Endowment·2015· 9 cited
Introduction
SpringerBriefs in computer science·2013
ONDUX
SpringerBriefs in computer science·2013
Exploiting Pre-Existing Datasets to Support IETS
SpringerBriefs in computer science·2013
Unsupervised Information Extraction by Text Segmentation
SpringerBriefs in computer science·2013· 9 cited
iForm
SpringerBriefs in computer science·2013
Conclusions and Future Work
SpringerBriefs in computer science·2013
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Frequent Co-authors

Altigran S. da Silva(19), Edleno Silva de Moura(8), Íñigo Goiri(7), Ricardo Bianchini(6), Chetan Bansal(6), Qingwei Lin(6), Filipe Mesquita(5), Saravan Rajmohan(5), Dongmei Zhang(5), Marcos André Gonçalves(4), Altigran Soares da Silva(4), Bo Qiao(4), Anand Bonde(3), Alexandre Muzio(3), Mark Russinovich(3), Marcus Fontoura(3), Alberto H. F. Laender(3), Fangkai Yang(3), Lu Wang(3), Si Qin(3)