Saurabh Jha

Chandra Narayanaswami

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Meta-learning Generalized AIOps Models for Multi-cloud Computer using Digital Twins.

[BibT_eX]

[DOI]

Chandra Narayanaswami

Larisa Shwartz

Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

Fault Injection Based Interventional Causal Learning for Distributed Applications.

[BibT_eX]

[DOI]

Qing Wang

Jesus Rios

Karthikeyan Shanmugam

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Data-Driven Application-Oriented Reliability Model of a High-Performance Computing System.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2022

A Hybrid Approach using the Fuzzy Logic System and the Modified Genetic Algorithm for Prediction of Skin Cancer.

[BibT_eX]

[DOI]

Ashok Kumar Mehta

Neural Process. Lett., 2022

Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards.

[BibT_eX]

[DOI]

CoRR, 2022

An evolutionary algorithm based feature selection and fuzzy rule reduction technique for the prediction of skin cancer.

[BibT_eX]

[DOI]

Ashok Kumar Mehta

Concurr. Comput. Pract. Exp., 2022

A fault injection platform for learning AIOps models.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Evaluating Hardware Memory Disaggregation under Delay and Contention.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Exploiting Temporal Data Diversity for Detecting Safety-critical Faults in AV Compute Systems.

[BibT_eX]

[DOI]

Shengkun Cui

Timothy Tsai

Michael B. Sullivan

Stephen W. Keckler

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

Localizing and Explaining Faults in Microservices Using Distributed Tracing.

[BibT_eX]

[DOI]

Jesus Rios

Laura Shwartz

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

Watch out for the risky actors: Assessing risk in dynamic environments for safe driving.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

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

Decoding Radiology: A Brief History.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Delay sensitivity-driven congestion mitigation for HPC systems.

[BibT_eX]

[DOI]

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

Computer-Aided Segmentation of Polyps Using Mask R-CNN and Approach to Reduce False Positives.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Analytics, 2021

BayesPerf: minimizing performance monitoring errors using Bayesian statistics.

[BibT_eX]

[DOI]

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

2020

A fuzzy logic based approach for prediction of basal cell carcinoma and squamous cell carcinoma among the data of skin cancer.

[BibT_eX]

[DOI]

Ashok Kumar Mehta

Chandrashekhar Azad

EAI Endorsed Trans. Pervasive Health Technol., 2020

Application-aware Congestion Mitigation forHigh-Performance Computing Systems.

[BibT_eX]

[DOI]

CoRR, 2020

ML-driven Malware that Targets AV Safety.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

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

[BibT_eX]

[DOI]

Haoran Qiu

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

Measuring Congestion in High-Performance Datacenter Interconnects.

[BibT_eX]

[DOI]

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

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

[BibT_eX]

[DOI]

Zbigniew Kalbarczyk

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

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

[BibT_eX]

[DOI]

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

ML-Driven Malware that Targets AV Safety.

[BibT_eX]

[DOI]

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

2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Live Forensics for Distributed Storage Systems.

[BibT_eX]

[DOI]

William T. Kramer

CoRR, 2019

Kayotee: A Fault Injection-based System to Assess the Safety and Reliability of Autonomous Vehicles to Faults and Errors.

[BibT_eX]

[DOI]

Timothy Tsai

CoRR, 2019

Understanding Fault Scenarios and Impacts through Fault Injection Experiments in Cielo.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

Bill Kramer

Proceedings of the 2019 IEEE Symposium on High-Performance Interconnects, 2019

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

[BibT_eX]

[DOI]

Timothy Tsai

Michael B. Sullivan

Stephen W. Keckler

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.

[BibT_eX]

[DOI]

James Cyriac

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

2018

Resiliency of HPC Interconnects: A Case Study of Interconnect Failures and Recovery in Blue Waters.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2018

AVFI: Fault Injection for Autonomous Vehicles.

[BibT_eX]

[DOI]

James Cyriac

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.

[BibT_eX]

[DOI]

James Cyriac

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

Characterizing Supercomputer Traffic Networks Through Link-Level Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2018

2017

Holistic Measurement-Driven System Assessment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2015

Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

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

[BibT_eX]

[DOI]

Catello Di Martino

William Kramer

Proceedings of the 5th Workshop on Fault Tolerance for HPC at eXtreme Scale, 2015

2014

BbmTTP: beat-based parallel simulated annealing algorithm on GPGPUs for the mirrored traveling tournament problem.

[BibT_eX]

[DOI]

Vijay Menon

Proceedings of the 2014 Spring Simulation Multiconference, 2014

2013

A Parallel Simulated Annealing Approach for the Mirrored Traveling Tournament Problem.

[BibT_eX]

[DOI]

Vijay Menon

CoRR, 2013

P-HGRMS: A Parallel Hypergraph Based Root Mean Square Algorithm for Image Denoising.

[BibT_eX]

[DOI]

Tejaswi Agarwal

B. Rajesh Kanna

CoRR, 2013

Exploiting data parallelism in the yConvex hypergraph algorithm for image representation using GPGPUs.

[BibT_eX]

[DOI]

Tejaswi Agarwal

B. Rajesh Kanna

Proceedings of the International Conference on Supercomputing, 2013

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

[BibT_eX]

[DOI]