Subho S. Banerjee

发表

On accelerating pair-HMM computations in programmable hardware

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Steven S. Lumetta, 2017, 2017 27th International Conference on Field Programmable Logic and Applications (FPL).

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

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Subho S. Banerjee, 2019, 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks – Supplemental Volume (DSN-S).

Machine learning for load balancing in the Linux kernel

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Subho S. Banerjee, 2020, APSys.

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

Ravishankar K. Iyer, Subho S. Banerjee, William V. Bobo, 2017, 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB).

Securing the AliEn File Catalogue - Enforcing authorization with accountable file operations

Federico Carminati, Pablo Saiz, Andreas J. Peters, 2011 .

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

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Steven S. Lumetta, 2018, SoCC.

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

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Deming Chen, 2017, FPGA.

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

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Subho S. Banerjee, 2018, 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN).

AVFI: Fault Injection for Autonomous Vehicles

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Subho S. Banerjee, 2018, 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W).

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

Saurabh Jha, Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, 2020, OSDI.

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

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Stephen W. Keckler, 2019, 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN).

ML-Driven Malware that Targets AV Safety

Saurabh Jha, Subho S. Banerjee, Ravi Iyer, 2020, 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN).

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

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Subho S. Banerjee, 2019, ASPLOS.

Efficient and Scalable Workflows for Genomic Analyses

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Wen-mei W. Hwu, 2016, DIDC@HPDC.

Decomposing Genomics Algorithms: Core Computations for Accelerating Genomics

Ravishankar K. Iyer, Subho S. Banerjee, Zbigniew Kalbarczyk, 2014 .

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

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Phuong Cao, 2019, NSDI.

BayesPerf: minimizing performance monitoring errors using Bayesian statistics

Saurabh Jha, Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, 2021, ASPLOS.

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

Saurabh Jha, Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, 2021, WOSC@Middleware.

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

Ravishankar K. Iyer, Subho S. Banerjee, Sitao Huang, 2021, 2021 IEEE 39th International Conference on Computer Design (ICCD).