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ORCIDEli Cortez
Person information
- affiliation: Microsoft Corporation, Redmond, USA
- affiliation: Federal University of Amazonas, Manaus, Institute of Computing
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2020 – today
- 2025
[c18]Benjamin Reidys
, Pantea Zardoshti, Íñigo Goiri, Celine Irvene, Daniel S. Berger, Haoran Ma, Kapil Arya, Eli Cortez, Taylor Stark, Eugene Bak, Mehmet Iyigun, Stanko Novakovic, Lisa Hsu, Karel Trueba, Abhisek Pan, Chetan Bansal, Saravan Rajmohan, Jian Huang, Ricardo Bianchini:
Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms. ASPLOS (1) 2025: 164-181- [c17]Lu Wang, Mayukh Das, Fangkai Yang, Bo Qiao, Hang Dong, Si Qin, Victor Rühle, Chetan Bansal, Eli Cortez, Íñigo Goiri, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang:
ProtoRAIL: A Risk-cognizant Imitation Agent for Adaptive vCPU Oversubscription In the Cloud. MLSys 2025 - [c16]Lexiang Huang, Anjaly Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit A. Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini:
Workload Intelligence: Workload-Aware IaaS abstraction for Cloud Efficiency. SC 2025: 2203-2215 - [i4]Benjamin Reidys, Pantea Zardoshti, Íñigo Goiri, Celine Irvene, Daniel S. Berger, Haoran Ma, Kapil Arya, Eli Cortez, Taylor Stark, Eugene Bak, Mehmet Iyigun, Stanko Novakovic, Lisa Hsu, Karel Trueba, Abhisek Pan, Chetan Bansal, Saravan Rajmohan, Jian Huang, Ricardo Bianchini:
Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms. CoRR abs/2501.11179 (2025) - [i3]Roozbeh Bostandoost, Pooria Namyar, Siva Kesava Reddy Kakarla, Ryan Beckett, Santiago Segarra, Eli Cortez, Ankur Mallick, Kevin Hsieh, Rodrigo Fonseca, Mohammad Hajiesmaili, Behnaz Arzani:
A Performance Analyzer for a Public Cloud's ML-Augmented VM Allocator. CoRR abs/2512.07750 (2025) - 2024
- [i2]Lu Wang, Mayukh Das, Fangkai Yang, Junjie Sheng, Bo Qiao, Hang Dong, Si Qin, Victor Rühle, Chetan Bansal, Eli Cortez, Íñigo Goiri, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang:
Risk-aware Adaptive Virtual CPU Oversubscription in Microsoft Cloud via Prototypical Human-in-the-loop Imitation Learning. CoRR abs/2401.07033 (2024) - [i1]Lexiang Huang, Anjaly Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit A. Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini:
Workload Intelligence: Punching Holes Through the Cloud Abstraction. CoRR abs/2404.19143 (2024) - 2023
- [c15]Fangkai Yang, Lu Wang, Zhenyu Xu, Jue Zhang, Liqun Li, Bo Qiao, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Terry Yang, Victor Rühle, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang:
Snape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs. ASPLOS (3) 2023: 631-643 - [c14]Xiaoting Qin, Minghua Ma, Yuheng Zhao, Jue Zhang, Chao Du, Yudong Liu, Anjaly Parayil, Chetan Bansal, Saravan Rajmohan, Íñigo Goiri, Eli Cortez, Si Qin, Qingwei Lin, Dongmei Zhang:
How Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads. DSN 2023: 522-530 - [c13]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 - 2022
- [c12]Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Iñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang:
Spot Virtual Machine Eviction Prediction in Microsoft Cloud. WWW (Companion Volume) 2022: 152-156 - 2020
- [j7]Ricardo Bianchini, Marcus Fontoura, Eli Cortez, Anand Bonde, Alexandre Muzio, Ana-Maria Constantin, Thomas Moscibroda, Gabriel Magalhães, Girish Bablani, Mark Russinovich:
Toward ML-centric cloud platforms. Commun. ACM 63(2): 50-59 (2020)
2010 – 2019
- 2017
- [c11]Eli Cortez, Anand Bonde, Alexandre Muzio, Mark Russinovich, Marcus Fontoura, Ricardo Bianchini:
Resource Central: Understanding and Predicting Workloads for Improved Resource Management in Large Cloud Platforms. SOSP 2017: 153-167 - 2016
- [c10]Badrish Chandramouli, Justin J. Levandoski, Eli Cortez:
ICE: Managing cold state for big data applications. ICDE 2016: 457-468 - 2015
- [j6]Eli Cortez, Philip A. Bernstein, Yeye He, Lev Novik:
Annotating Database Schemas to Help Enterprise Search. Proc. VLDB Endow. 8(12): 1936-1939 (2015) - 2013
- [b2]Eli Cortez, Altigran Soares da Silva:
Unsupervised Information Extraction by Text Segmentation. Springer Briefs in Computer Science, Springer 2013, ISBN 978-3-319-02596-4, pp. i-xv, 1-94 - 2012
- [b1]Eli Cortez C. Vilarinho:
Extração de informação não-supervisionada por segmentação de texto. Federal University of Amazonas, Manaus, Brazil, 2012 - [c9]Altigran Soares da Silva, Eli Cortez:
Methods and Techniques for Information Extraction by Text Segmentation. AMW 2012: 18 - 2011
- [j5]Eli Cortez, Mauro Rojas Herrera, Altigran Soares da Silva, Edleno Silva de Moura, Marden S. Neubert:
Lightweight methods for large-scale product categorization. J. Assoc. Inf. Sci. Technol. 62(9): 1839-1848 (2011) - [j4]Elton Serra, Eli Cortez, Altigran Soares da Silva, Edleno Silva de Moura:
On Using Wikipedia to Build Knowledge Bases for Information Extraction by Text Segmentation. J. Inf. Data Manag. 2(3): 259-272 (2011) - [c8]Alberto H. F. Laender, Mirella M. Moro, Marcos André Gonçalves, Clodoveu A. Davis Jr., Altigran Soares da Silva, Allan J. C. Silva, Carolina A. S. Bigonha, Daniel Hasan Dalip, Eduardo M. Barbosa, Eli Cortez, Peterson S. Procópio Jr., Rafael Odon de Alencar, Thiago N. C. Cardoso, Thiago Salles:
Building a research social network from an individual perspective. JCDL 2011: 427-428 - [c7]Eli Cortez, Daniel Oliveira, Altigran Soares da Silva, Edleno Silva de Moura, Alberto H. F. Laender:
Joint unsupervised structure discovery and information extraction. SIGMOD Conference 2011: 541-552 - 2010
- [j3]Luiz Osvaldo Evangelista, Eli Cortez, Altigran Soares da Silva, Wagner Meira Jr.:
Adaptive and Flexible Blocking for Record Linkage Tasks. J. Inf. Data Manag. 1(2): 167-182 (2010) - [j2]Guilherme A. Toda, Eli Cortez, Altigran Soares da Silva, Edleno Silva de Moura:
A Probabilistic Approach for Automatically Filling Form-Based Web Interfaces. Proc. VLDB Endow. 4(3): 151-160 (2010) - [c6]Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Edleno Silva de Moura:
ONDUX: on-demand unsupervised learning for information extraction. SIGMOD Conference 2010: 807-818
2000 – 2009
- 2009
- [j1]Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Filipe de Sá Mesquita, Edleno Silva de Moura:
A flexible approach for extracting metadata from bibliographic citations. J. Assoc. Inf. Sci. Technol. 60(6): 1144-1158 (2009) - [c5]Luiz Osvaldo Evangelista, Eli Cortez, Altigran Soares da Silva, Wagner Meira Jr.:
Blocagem Adaptativa e Flexível para o Pareamento Aproximado de Registros. SBBD 2009: 61-75 - [c4]Guilherme A. Toda, Eli Cortez, Filipe de Sá Mesquita, Altigran Soares da Silva, Edleno Silva de Moura, Marden S. Neubert:
Automatically filling form-based web interfaces with free text inputs. WWW 2009: 1163-1164 - 2007
- [c3]Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Filipe de Sá Mesquita, Edleno Silva de Moura:
FLUX-CIM: flexible unsupervised extraction of citation metadata. JCDL 2007: 215-224 - [c2]Filipe de Sá Mesquita, Denilson Barbosa, Eli Cortez, Altigran Soares da Silva:
FleDEx: flexible data exchange. WIDM 2007: 25-32 - 2006
- [c1]Roberto Oliveira dos Santos, Filipe de Sá Mesquita, Altigran Soares da Silva, Eli Cortez C. Vilarinho:
Extração de Dados e Metadados em Textos Semi-estruturados usando HMMs. SBBD 2006: 117-131
Coauthor Index
aka: Altigran Soares da Silva
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