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

Haoran Qiu1 Subho S Banerjee Saurabh , Jha1 Zbigniew T Kalbarczyk , Ravishankar K Iyer
ile 400 800 -800

ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection

Saurabh Jha , Subho Banerjee , Timothy Tsai , Siva KS Hari
arXiv: Learning

77
2019
Measuring Congestion in High-Performance Datacenter Interconnects

Saurabh Jha , Archit Patke , Jim Brandt , Ann Gentile
networked systems design and implementation 37 -57

7
2020
Inductive bias-driven reinforcement learning for efficient schedules in heterogeneous clusters

Subho Banerjee , Saurabh Jha , Zbigniew Kalbarczyk , Ravishankar Iyer
Unknown Journal

8
2019
Firm: An intelligent fine-grained resource management framework for SLO-Oriented microservices

Haoran Qiu , Subho S Banerjee , Saurabh Jha , Zbigniew T Kalbarczyk
operating systems design and implementation 805 -825

96
2020
Live Forensics for HPC Systems: A Case Study on Distributed Storage Systems

Saurabh Jha , Shengkun Cui , Subho S Banerjee , Tianyin Xu
ieee international conference on high performance computing data and analytics 65

1
2020
BayesPerf: minimizing performance monitoring errors using Bayesian statistics

Subho S Banerjee , Saurabh Jha , Zbigniew Kalbarczyk , Ravishankar K Iyer
architectural support for programming languages and operating systems 832 -844

6
2021
Delay sensitivity-driven congestion mitigation for HPC systems

Zbigniew Kalbarczyk , Saurabh Jha , Ravishankar K. Iyer , Ann Gentile
international conference on supercomputing

2021
Improving main memory hash joins on Intel Xeon Phi processors

Saurabh Jha , Bingsheng He , Mian Lu , Xuntao Cheng
Proceedings of the VLDB Endowment 8 ( 6) 642 -653

66
2015
A Study of Network Congestion in Two Supercomputing High-Speed Interconnects

Saurabh Jha , Archit Patke , Jim Brandt , Ann Gentile
high performance interconnects 45 -48

1
2019
Characterizing Supercomputer Traffic Networks Through Link-Level Analysis

Saurabh Jha , Jim Brandt , Ann Gentile , Zbigniew Kalbarczyk
international conference on cluster computing 562 -570

9
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
2018 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) 586 -597

119
2018
ML-Driven Malware that Targets AV Safety

Saurabh Jha , Shengkun Cui , Subho Banerjee , James Cyriac
dependable systems and networks 113 -124

2020
The Mystery of the Failing Jobs: Insights from Operational Data from Two University-Wide Computing Systems

Rakesh Kumar , Saurabh Jha , Ashraf Mahgoub , Rajesh Kalyanam
dependable systems and networks 158 -171

2020
AV-FUZZER: Finding Safety Violations in Autonomous Driving Systems

Guanpeng Li , Yiran Li , Saurabh Jha , Timothy Tsai
2020 IEEE 31st International Symposium on Software Reliability Engineering (ISSRE) 25 -36

61
2020
An automated video surveillance system using Viewpoint Feature Histogram and CUDA-enabled GPUs

Saurabh Jha , Priyank Trivedi
advances in computing and communications 1812 -1816

5
2013
Towards a Bayesian Approach for Assessing Fault Tolerance of Deep Neural Networks

Subho S Banerjee , James Cyriac , Saurabh Jha , Zbigniew T Kalbarczyk
dependable systems and networks 25 -26

2019
AVFI: Fault Injection for Autonomous Vehicles

Saurabh Jha , Subho S Banerjee , James Cyriac , Zbigniew T Kalbarczyk
dependable systems and networks 55 -56

55
2018
LogDiver: A Tool for Measuring Resilience of Extreme-Scale Systems and Applications

Catello Di Martino , Saurabh Jha , William Kramer , Zbigniew Kalbarczyk
Proceedings of the 5th Workshop on Fault Tolerance for HPC at eXtreme Scale 11 -18

20
2015