Emre Ates

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 12

Top Topics

Multivariate Time Series

Medical Diagnosis

Fault Tolerance

Machine Learning

Top Venues

Publications

Anthony Byrne, Emre Ates, Ata Turk, Vladimir Pchelin, Sastry S. Duri, Shripad Nadgowda, Canturk Isci, Ayse K. Coskun
Praxi: Cloud Software Discovery That Learns From Practice. IEEE Trans. Cloud Comput. 10 (2) (2022)
Mert Toslali, Emre Ates, Darby Huye, Zhaoqi Zhang, Lan Liu, Samantha Puterman, Ayse K. Coskun, Raja R. Sambasivan
VAIF: Variance-driven Automated Instrumentation Framework. ACM SIGOPS Oper. Syst. Rev. 56 (1) (2022)
Burak Aksar, Yijia Zhang, Emre Ates, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun
Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems. ISC (2021)
Mert Toslali, Emre Ates, Alex Ellis, Zhaoqi Zhang, Darby Huye, Lan Liu, Samantha Puterman, Ayse K. Coskun, Raja R. Sambasivan
Automating instrumentation choices for performance problems in distributed applications with VAIF. SoCC (2021)
Emre Ates, Burak Aksar, Vitus J. Leung, Ayse K. Coskun
Counterfactual Explanations for Machine Learning on Multivariate Time Series Data. CoRR (2020)
Orran Krieger, Emre Ates, Ayse K. Coskun, Mert Toslali, Richard Megginson, Lily Sturmann, Raja R. Sambasivan
An automated, cross-layer instrumentation framework for diagnosing performance problems in distributed applications. SoCC (2019)
Emre Ates, Lily Sturmann, Mert Toslali, Orran Krieger, Richard Megginson, Ayse K. Coskun, Raja R. Sambasivan
An automated, cross-layer instrumentation framework for diagnosing performance problems in distributed applications. SoCC (2019)
Emre Ates, Yijia Zhang, Burak Aksar, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
HPAS: An HPC Performance Anomaly Suite for Reproducing Performance Variations. ICPP (2019)
Ozan Tuncer, Emre Ates, Yijia Zhang, Ata Turk, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
Online Diagnosis of Performance Variation in HPC Systems Using Machine Learning. IEEE Trans. Parallel Distributed Syst. 30 (4) (2019)
Qingqing Xiong, Emre Ates, Martin C. Herbordt, Ayse K. Coskun
Tangram: Colocating HPC Applications with Oversubscription. HPEC (2018)
Emre Ates, Ozan Tuncer, Ata Turk, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun
Taxonomist: Application Detection Through Rich Monitoring Data. Euro-Par (2018)
Ozan Tuncer, Emre Ates, Yijia Zhang, Ata Turk, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
Diagnosing Performance Variations in HPC Applications Using Machine Learning. ISC (2017)