| FIRM: An Intelligent Fine-grained Resource Management Framework for SLO-Oriented Microservices H Qiu, SS Banerjee, S Jha, ZT Kalbarczyk, RK Iyer 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2020 | 304 | 2020 |
| Hands off the wheel in autonomous vehicles?: A systems perspective on over a million miles of field data SS Banerjee, S Jha, J Cyriac, ZT Kalbarczyk, RK Iyer 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems …, 2018 | 180 | 2018 |
| Ml-based fault injection for autonomous vehicles: A case for bayesian fault injection S Jha, S Banerjee, T Tsai, SKS Hari, MB Sullivan, ZT Kalbarczyk, ... 2019 49th annual IEEE/IFIP international conference on dependable systems …, 2019 | 160 | 2019 |
| AVFI: Fault Injection for Autonomous Vehicles S Jha, SS Banerjee, J Cyriac, ZT Kalbarczyk, RK Iyer 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems …, 2018 | 88 | 2018 |
| ASAP: Accelerated Short-Read Alignment on Programmable Hardware SS Banerjee, M Aly, JB Lim, ZT Kalbarczyk, D Chen, SS Lumetta, RK Iyer IEEE Transactions on Computers, 2019 | 58 | 2019 |
| ML-driven Malware that Targets AV Safety S Jha, S Cui, SS Banerjee, T Tsai, Z Kalbarczyk, R Iyer 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems …, 2020 | 37 | 2020 |
| CAUDIT: Continuous Auditing of SSH Servers To Mitigate Brute-Force Attacks PM Cao, Y Wu, SS Banerjee, J Azoff, A Withers, ZT Kalbarczyk, RK Iyer 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19), 2019 | 32 | 2019 |
| Machine learning for load balancing in the linux kernel J Chen, SS Banerjee, ZT Kalbarczyk, RK Iyer Proceedings of the 11th ACM SIGOPS Asia-Pacific Workshop on Systems, 67-74, 2020 | 31 | 2020 |
| AcMC2: Accelerating Markov Chain Monte Carlo Algorithms for Probabilistic Models SS Banerjee, ZT Kalbarczyk, RK Iyer Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 21 | 2019 |
| On accelerating pair-HMM computations in programmable hardware SS Banerjee, M El-Hadedy, CY Tan, ZT Kalbarczyk, S Lumetta, RK Iyer 2017 27th International Conference on Field Programmable Logic and …, 2017 | 21 | 2017 |
| Bayesperf: minimizing performance monitoring errors using bayesian statistics SS Banerjee, S Jha, Z Kalbarczyk, RK Iyer Proceedings of the 26th ACM International Conference on Architectural …, 2021 | 18 | 2021 |
| Live forensics for HPC systems: A case study on distributed storage systems S Jha, S Cui, SS Banerjee, T Xu, J Enos, M Showerman, ZT Kalbarczyk, ... SC20: International Conference for High Performance Computing, Networking …, 2020 | 18 | 2020 |
| Inductive-bias-driven reinforcement learning for efficient schedules in heterogeneous clusters S Banerjee, S Jha, Z Kalbarczyk, R Iyer International Conference on Machine Learning, 629-641, 2020 | 15 | 2020 |
| Is function-as-a-service a good fit for latency-critical services? H Qiu, S Jha, SS Banerjee, A Patke, C Wang, F Hubertus, ZT Kalbarczyk, ... Proceedings of the Seventh International Workshop on Serverless Computing …, 2021 | 14 | 2021 |
| Towards a Bayesian approach for assessing fault tolerance of deep neural networks SS Banerjee, J Cyriac, S Jha, ZT Kalbarczyk, RK Iyer 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019 | 11 | 2019 |
| Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods AP Athreya, SS Banerjee, D Neavin, R Kaddurah-Daouk, AJ Rush, ... 2017 IEEE conference on computational intelligence in bioinformatics and …, 2017 | 11 | 2017 |
| Efficient and scalable workflows for genomic analyses SS Banerjee, AP Athreya, LS Mainzer, CV Jongeneel, WM Hwu, ... Proceedings of the ACM International Workshop on Data-Intensive Distributed …, 2016 | 11 | 2016 |
| Securing the AliEn File Catalogue-Enforcing authorization with accountable file operations S Schreiner, S Bagnasco, SS Banerjee, L Betev, F Carminati, ... Journal of Physics: Conference Series 331 (6), 062044, 2011 | 6 | 2011 |
| Improved gpu implementations of the pair-hmm forward algorithm for dna sequence alignment E Li, SS Banerjee, S Huang, RK Iyer, D Chen 2021 IEEE 39th International Conference on Computer Design (ICCD), 299-306, 2021 | 5 | 2021 |
| Enhancing the alien web service authentication J Zhu, P Saiz, F Carminati, L Betev, D Zhou, PM Lorenzo, AG Grigoras, ... Journal of Physics: Conference Series 331 (6), 062048, 2011 | 5 | 2011 |
Zbigniew KalbarczykUniversity of IllinoisVerified email at illinois.edu