Sotabase

Career

· Tenure-Track Assistant Professor, University of British Columbia (UBC)2023–
· Sessional Lecturer, University of British Columbia (UBC)2022–
· Research Assistant, University of British Columbia (UBC)2021–2023
· Postdoctoral Researcher, Max Planck Institute for Software Systems (MPI-SWS)2020–2021
· Visiting International Research Student (VIRS), University of British Columbia (UBC)2020–
· Research Intern, Microsoft Research2015–
· PhD in Computer Science, Max Planck Institute for Software Systems (MPI-SWS) and Technical University of Kaiserslautern (TU-KL)2014–2020
· Research Assistant, Max Planck Institute for Software Systems (MPI-SWS)2012–2019
· Preparatory Phase (Graduate Coursework), Max Planck Institute for Software Systems (MPI-SWS) and Saarland University (UdS)2012–2014
· Software Development Engineer, Citrix R&D2011–2012
· Software Development Intern, Intel2011–
· B.E. (Hons.) in Computer Science, Birla Institute of Technology and Science (BITS), Pilani2007–2011

Publications (27)

Serving DNNs like Clockwork: Performance Predictability from the Bottom Up
USENIX Symposium on Operating Systems Design and Implementation · 2020
354
cited
Swayam: distributed autoscaling to meet SLAs of machine learning inference services with resource efficiency
International Middleware Conference · 2017
125
cited
Outstanding Paper Award: Schedulability Analysis of the Linux Push and Pull Scheduler with Arbitrary Processor Affinities
Euromicro Conference on Real-Time Systems · 2013
32
cited
Tableau: a high-throughput and predictable VM scheduler for high-density workloads
European Conference on Computer Systems · 2018
31
cited
Multiprocessor real-time scheduling with arbitrary processor affinities: from practice to theory
Real-time systems · 2014
23
cited
Understanding the Resilience of Neural Network Ensembles against Faulty Training Data
International Conference on Software Quality, Reliability and Security · 2021
16
cited
Linux's Processor Affinity API, Refined: Shifting Real-Time Tasks Towards Higher Schedulability
IEEE Real-Time Systems Symposium · 2014
12
cited
The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications
Dependable Systems and Networks · 2022
12
cited
Quantifying the Resiliency of Fail-Operational Real-Time Networked Control Systems
Euromicro Conference on Real-Time Systems · 2018
11
cited
Real-Time Replica Consistency over Ethernet with Reliability Bounds
IEEE Real Time Technology and Applications Symposium · 2020
8
cited
New Wine in an Old Bottle: N-Version Programming for Machine Learning Components
2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) · 2020
7
cited
From Iteration to System Failure: Characterizing the FITness of Periodic Weakly-Hard Systems
Euromicro Conference on Real-Time Systems · 2019
6
cited
When Is CAN the Weakest Link? A Bound on Failures-in-Time in CAN-Based Real-Time Systems
IEEE Real-Time Systems Symposium · 2015
6
cited
Correspondence article: a correction of the reduction-based schedulability analysis for APA scheduling
Real-time systems · 2018
4
cited
In-ConcReTeS: Interactive Consistency meets Distributed Real-Time Systems, Again!
IEEE Real-Time Systems Symposium · 2022
4
cited
Towards "Ultra-Reliable" CPS: Reliability Analysis of Distributed Real-Time Systems
2020
4
cited
Lower-Bounding the MTTF for Systems with (m,k) Constraints and IID Iteration Failure Probabilities
2017
3
cited
Achal: Building Highly Reliable Networked Control Systems
International Conference on Embedded Software · 2019
1
cited
D-semble: Efficient Diversity-Guided Search for Resilient ML Ensembles
ACM Symposium on Applied Computing · 2025
1
cited
Evaluating the Effect of Common Annotation Faults on Object Detection Techniques
IEEE International Symposium on Software Reliability Engineering · 2023
1
cited
Sotabase