HPAS: An HPC Performance Anomaly Suite for Reproducing Performance Variations. - Emre Ates; Yijia Zhang 002; Burak Aksar; Jim M. Brandt; Vitus J. Leung; Manuel Egele; Ayse K. Coskun (ICPP, 2019)

Counterfactual Explanations for Machine Learning on Multivariate Time Series Data. - Emre Ates; Burak Aksar; Vitus J. Leung; Ayse K. Coskun (CoRR, 2020)

E2EWatch: An End-to-End Anomaly Diagnosis Framework for Production HPC Systems. - Burak Aksar; Benjamin Schwaller; Omar Aaziz; Vitus J. Leung; Jim M. Brandt; Manuel Egele; Ayse K. Coskun (Euro-Par, 2021)

Using Monitoring Data to Improve HPC Performance via Network-Data-Driven Allocation. - Yijia Zhang 002; Burak Aksar; Omar Aaziz; Benjamin Schwaller; Jim M. Brandt; Vitus J. Leung; Manuel Egele; Ayse K. Coskun (HPEC, 2021)

Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems. - Burak Aksar; Yijia Zhang 002; Emre Ates; Benjamin Schwaller; Omar Aaziz; Vitus J. Leung; Jim M. Brandt; Manuel Egele; Ayse K. Coskun (ISC, 2021)

From Natural Language to Workflows: Towards Emergent Intelligence in Robotic Process Automation. - Tathagata Chakraborti; Yara Rizk; Vatche Isahagian; Burak Aksar; Francesco Fuggitti (BPM (Blockchain and RPA Forum), 2022)

ALBADross: Active Learning Based Anomaly Diagnosis for Production HPC Systems. - Burak Aksar; Efe Sencan; Benjamin Schwaller; Omar Aaziz; Vitus J. Leung; Jim M. Brandt; Brian Kulis; Ayse K. Coskun (CLUSTER, 2022)

Prodigy: Towards Unsupervised Anomaly Detection in Production HPC Systems. - Burak Aksar; Efe Sencan; Benjamin Schwaller; Omar Aaziz; Vitus J. Leung; Jim M. Brandt; Brian Kulis; Manuel Egele; Ayse K. Coskun (SC, 2023)

TESS: A Multi-intent Parser for Conversational Multi-Agent Systems with Decentralized Natural Language Understanding Models. - Burak Aksar; Yara Rizk; Tathagata Chakraborti (CoRR, 2023)

Runtime Performance Anomaly Diagnosis in Production HPC Systems Using Active Learning. - Burak Aksar; Efe Sencan; Benjamin Schwaller; Omar Aaziz; Vitus J. Leung; Jim M. Brandt; Brian Kulis; Manuel Egele; Ayse K. Coskun (IEEE Trans. Parallel Distributed Syst., 2024)