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Application-aware Congestion Mitigation forHigh-Performance Computing Systems
High-performance computing (HPC) systems frequently experience congestio...
12/14/2020 ∙ by Archit Patke, et al. ∙
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FIRM: An Intelligent Fine-Grained Resource Management Framework for SLO-Oriented Microservices
Modern user-facing latency-sensitive web services include numerous distr...
08/19/2020 ∙ by Haoran Qiu, et al. ∙
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ML-driven Malware that Targets AV Safety
Ensuring the safety of autonomous vehicles (AVs) is critical for their m...
04/24/2020 ∙ by Saurabh Jha, et al. ∙
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Inductive Bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters
The problem of scheduling of workloads onto heterogeneous processors (e....
09/04/2019 ∙ by Subho S. Banerjee, et al. ∙
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Live Forensics for Distributed Storage Systems
We present Kaleidoscope an innovative system that supports live forensic...
07/24/2019 ∙ by Saurabh Jha, et al. ∙
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A Study of Network Congestion in Two Supercomputing High-Speed Interconnects
Network congestion in high-speed interconnects is a major source of appl...
07/11/2019 ∙ by Saurabh Jha, et al. ∙
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ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection
The safety and resilience of fully autonomous vehicles (AVs) are of sign...
07/01/2019 ∙ by Saurabh Jha, et al. ∙
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Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors
Fully autonomous vehicles (AVs), i.e., AVs with autonomy level 5, are ex...
07/01/2019 ∙ by Saurabh Jha, et al. ∙
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Understanding Fault Scenarios and Impacts through Fault Injection Experiments in Cielo
We present a set of fault injection experiments performed on the ACES (L...
07/01/2019 ∙ by Valerio Formicola, et al. ∙
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Exploiting Data Parallelism in the yConvex Hypergraph Algorithm for Image Representation using GPGPUs
To define and identify a region-of-interest (ROI) in a digital image, th...
06/23/2013 ∙ by Saurabh Jha, et al. ∙
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P-HGRMS: A Parallel Hypergraph Based Root Mean Square Algorithm for Image Denoising
This paper presents a parallel Salt and Pepper (SP) noise removal algori...
06/23/2013 ∙ by Tejaswi Agarwal, et al. ∙
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