Subho S. Banerjee

According to our database, Subho S. Banerjee authored at least 22 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Is Function-as-a-Service a Good Fit for Latency-Critical Services?

Haoran Qiu, Saurabh Jha, Subho S. Banerjee, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the WoSC '21: Proceedings of the Seventh International Workshop on Serverless Computing (WoSC7) 2021, 2021

Improved GPU Implementations of the Pair-HMM Forward Algorithm for DNA Sequence Alignment.

Enliang Li, Subho S. Banerjee, Sitao Huang, Ravishankar K. Iyer, Deming Chen

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

BayesPerf: minimizing performance monitoring errors using Bayesian statistics.

Subho S. Banerjee, Saurabh Jha, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020

ML-driven Malware that Targets AV Safety.

Saurabh Jha, Shengkun Cui, Subho S. Banerjee, Timothy Tsai, Zbigniew Kalbarczyk, Ravishankar K. Iyer

CoRR, 2020

Live forensics for HPC systems: a case study on distributed storage systems.

Saurabh Jha, Shengkun Cui, Subho S. Banerjee, Tianyin Xu, Jeremy Enos, Mike Showerman, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the International Conference for High Performance Computing, 2020

FIRM: An Intelligent Fine-grained Resource Management Framework for SLO-Oriented Microservices.

Haoran Qiu, Subho S. Banerjee, Saurabh Jha, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters.

Subho S. Banerjee, Saurabh Jha, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 37th International Conference on Machine Learning, 2020

ML-Driven Malware that Targets AV Safety.

Saurabh Jha, Shengkun Cui, Subho S. Banerjee, James Cyriac, Timothy Tsai, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2020

Machine learning for load balancing in the Linux kernel.

Jingde Chen, Subho S. Banerjee, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the APSys '20: 11th ACM SIGOPS Asia-Pacific Workshop on Systems, 2020

2019

ASAP: Accelerated Short-Read Alignment on Programmable Hardware.

Subho S. Banerjee, Mohamed El-Hadedy, Jong Bin Lim, Zbigniew T. Kalbarczyk, Deming Chen, Steven S. Lumetta, Ravishankar K. Iyer

IEEE Trans. Computers, 2019

Inductive Bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters.

Subho S. Banerjee, Saurabh Jha, Ravishankar K. Iyer

CoRR, 2019

CAUDIT: Continuous Auditing of SSH Servers To Mitigate Brute-Force Attacks.

Phuong Cao, Yuming Wu, Subho S. Banerjee, Justin Azoff, Alexander Withers, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

ML-Based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection.

Saurabh Jha, Subho S. Banerjee, Timothy Tsai, Siva Kumar Sastry Hari, Michael B. Sullivan, Zbigniew T. Kalbarczyk, Stephen W. Keckler, Ravishankar K. Iyer

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

Towards a Bayesian Approach for Assessing Fault Tolerance of Deep Neural Networks.

Subho S. Banerjee, James Cyriac, Saurabh Jha, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

AcMC ²: Accelerating Markov Chain Monte Carlo Algorithms for Probabilistic Models.

Subho S. Banerjee, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

AVFI: Fault Injection for Autonomous Vehicles.

Saurabh Jha, Subho S. Banerjee, James Cyriac, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

Hands Off the Wheel in Autonomous Vehicles?: A Systems Perspective on over a Million Miles of Field Data.

Subho S. Banerjee, Saurabh Jha, James Cyriac, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

A ML-based Runtime System for Executing Dataflow Graphs on Heterogeneous Processors.

Subho S. Banerjee, Arjun P. Athreya, Zbigniew Kalbarczyk, Steven Lumetta, Ravishankar K. Iyer

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

On accelerating pair-HMM computations in programmable hardware.

Subho S. Banerjee, Mohamed El-Hadedy, Ching Y. Tan, Zbigniew T. Kalbarczyk, Steven S. Lumetta, Ravishankar K. Iyer

Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

ASAP: Accelerated Short Read Alignment on Programmable Hardware (Abstract Only).

Subho S. Banerjee, Mohamed El-Hadedy, Jong Bin Lim, Daniel Chen, Zbigniew T. Kalbarczyk, Deming Chen, Ravishankar K. Iyer

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods.

Arjun P. Athreya, Subho S. Banerjee, Drew Neavin, Rima Kaddurah-Daouk, A. John Rush, Mark A. Frye, Liewei Wang, Richard M. Weinshilboum, William V. Bobo, Ravishankar K. Iyer

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017

2016

Efficient and Scalable Workflows for Genomic Analyses.

Subho S. Banerjee, Arjun P. Athreya, Liudmila S. Mainzer, C. Victor Jongeneel, Wen-mei W. Hwu, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the ACM International Workshop on Data-Intensive Distributed Computing, 2016