Burak Aksar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Multivariate Time Series

Process Automation

Language Understanding

Top Venues

Publications

Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun
Runtime Performance Anomaly Diagnosis in Production HPC Systems Using Active Learning. IEEE Trans. Parallel Distributed Syst. 35 (4) (2024)
Burak Aksar, Yara Rizk, Tathagata Chakraborti
TESS: A Multi-intent Parser for Conversational Multi-Agent Systems with Decentralized Natural Language Understanding Models. CoRR (2023)
Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun
Prodigy: Towards Unsupervised Anomaly Detection in Production HPC Systems. SC (2023)
Tathagata Chakraborti, Yara Rizk, Vatche Isahagian, Burak Aksar, Francesco Fuggitti
From Natural Language to Workflows: Towards Emergent Intelligence in Robotic Process Automation. BPM (Blockchain and RPA Forum) (2022)
Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Ayse K. Coskun
ALBADross: Active Learning Based Anomaly Diagnosis for Production HPC Systems. CLUSTER (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)
Burak Aksar, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun
E2EWatch: An End-to-End Anomaly Diagnosis Framework for Production HPC Systems. Euro-Par (2021)
Yijia Zhang, Burak Aksar, Omar Aaziz, Benjamin Schwaller, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
Using Monitoring Data to Improve HPC Performance via Network-Data-Driven Allocation. HPEC (2021)
Emre Ates, Burak Aksar, Vitus J. Leung, Ayse K. Coskun
Counterfactual Explanations for Machine Learning on Multivariate Time Series Data. CoRR (2020)
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)