Murali Annavaram
Orcid: 0000-0002-4633-6867Affiliations:
- University of Southern California, Los Angeles, USA
According to our database1,
Murali Annavaram
authored at least 140 papers
between 1996 and 2024.
Collaborative distances:
Collaborative distances:
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on dl.acm.org
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Bibliography
2024
ACM Trans. Archit. Code Optim., September, 2024
An efficient sequential consistency implementation with dynamic race detection for GPUs.
J. Parallel Distributed Comput., May, 2024
Proc. Priv. Enhancing Technol., 2024
IACR Cryptol. ePrint Arch., 2024
Enabling Resource-Efficient On-Device Fine-Tuning of LLMs Using Only Inference Engines.
CoRR, 2024
CADC: Encoding User-Item Interactions for Compressing Recommendation Model Training Data.
CoRR, 2024
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
IEEE Trans. Computers, 2023
CompactTag: Minimizing Computation Overheads in Actively-Secure MPC for Deep Neural Networks.
IACR Cryptol. ePrint Arch., 2023
Experimental Demonstration of Reconfigurable "Digital Average" of Two 20-Gbaud Phase-Encoded Data Channels Using Nonlinear Optical Wave Mixing.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
SuperBP: Design Space Exploration of Perceptron-Based Branch Predictors for Superconducting CPUs.
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023
2022
Data Leakage via Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems.
CoRR, 2022
MPC-Pipe: an Efficient Pipeline Scheme for Secure Multi-party Machine Learning Inference.
CoRR, 2022
Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022
Proceedings of the International IEEE Symposium on Performance Analysis of Systems and Software, 2022
Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022
Enhancing Privacy Through Domain Adaptive Noise Injection For Speech Emotion Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022
SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings.
CoRR, 2021
Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning.
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021
Proceedings of the 2021 IEEE Military Communications Conference, 2021
DarKnight: An Accelerated Framework for Privacy and Integrity Preserving Deep Learning Using Trusted Hardware.
Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021
2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
2019
IEEE Trans. Computers, 2019
An Efficient GPU Cache Architecture for Applications with Irregular Memory Access Patterns.
ACM Trans. Archit. Code Optim., 2019
Efficient automatic parallelization of a single GPU program for a multiple GPU system.
Integr., 2019
Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments.
CoRR, 2019
Collage Inference: Achieving low tail latency during distributed image classification using coded redundancy models.
CoRR, 2019
CoRR, 2019
Collage Inference: Tolerating Stragglers in Distributed Neural Network Inference using Coding.
CoRR, 2019
Proceedings of the International Conference for High Performance Computing, 2019
Proceedings of the 46th International Symposium on Computer Architecture, 2019
Proceedings of the 46th International Symposium on Computer Architecture, 2019
Proceedings of the ACM International Conference on Supercomputing, 2019
2018
GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018
2017
Improving Energy Efficiency of GPUs through Data Compression and Compressed Execution.
IEEE Trans. Computers, 2017
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017
Proceedings of the 2017 IEEE International Symposium on Performance Analysis of Systems and Software, 2017
Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017
Elastic-Cache: GPU Cache Architecture for Efficient Fine- and Coarse-Grained Cache-Line Management.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017
G-Scalar: Cost-Effective Generalized Scalar Execution Architecture for Power-Efficient GPUs.
Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017
Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017
Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017
2016
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016
Warped-Slicer: Efficient Intra-SM Slicing through Dynamic Resource Partitioning for GPU Multiprogramming.
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016
Proceedings of the 2016 International Conference on Supercomputing, 2016
Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016
Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016
2015
Pervasive Mob. Comput., 2015
Proceedings of the 48th International Symposium on Microarchitecture, 2015
Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015
Proceedings of the 2015 IEEE International Symposium on Workload Characterization, 2015
Proceedings of the 2015 IEEE International Symposium on Workload Characterization, 2015
Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2015
2014
IEEE Trans. Computers, 2014
Proceedings of the 2014 International Test Conference, 2014
Proceedings of the 2014 IEEE International Symposium on Workload Characterization, 2014
Implications of high energy proportional servers on cluster-wide energy proportionality.
Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014
Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014
Reliability-Aware Exceptions: Tolerating intermittent faults in microprocessor array structures.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014
Proceedings of the International Conference on Parallel Architectures and Compilation, 2014
2013
IEEE Trans. Computers, 2013
Proceedings of the 46th Annual IEEE/ACM International Symposium on Microarchitecture, 2013
Proceedings of the 19th IEEE International Symposium on High Performance Computer Architecture, 2013
Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013
2012
Enhancing Privacy and Accuracy in Probe Vehicle-Based Traffic Monitoring via Virtual Trip Lines.
IEEE Trans. Mob. Comput., 2012
KNOWME: An Energy-Efficient Multimodal Body Area Network for Physical Activity Monitoring.
ACM Trans. Embed. Comput. Syst., 2012
IEEE Commun. Mag., 2012
Semi-Markov state estimation and policy optimization for energy efficient mobile sensing.
Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012
Proceedings of the 45th Annual IEEE/ACM International Symposium on Microarchitecture, 2012
KnightShift: Scaling the Energy Proportionality Wall through Server-Level Heterogeneity.
Proceedings of the 45th Annual IEEE/ACM International Symposium on Microarchitecture, 2012
Proceedings of the Thirteenth International Symposium on Quality Electronic Design, 2012
Proceedings of the 2012 IEEE International Symposium on Workload Characterization, 2012
Proceedings of the 2012 IEEE International Symposium on Workload Characterization, 2012
MACAU: A Markov model for reliability evaluations of caches under Single-bit and Multi-bit Upsets.
Proceedings of the 18th IEEE International Symposium on High Performance Computer Architecture, 2012
2011
IEEE Trans. Signal Process., 2011
Proceedings of the SIGMETRICS 2011, 2011
Proceedings of the 38th International Symposium on Computer Architecture (ISCA 2011), 2011
Proceedings of the 2011 IEEE International Symposium on Workload Characterization, 2011
Proceedings of the 17th International Conference on High-Performance Computer Architecture (HPCA-17 2011), 2011
Modeling high-level descriptions of real-life physical activities using latent topic modeling of multimodal sensor signals.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 2011 IEEE/IFIP International Conference on Dependable Systems and Networks, 2011
2010
Proceedings of the 43rd Annual IEEE/ACM International Symposium on Microarchitecture, 2010
Proceedings of the Computer Architecture, 2010
KnightShift: Shifting the I/O Burden in Datacenters to Management Processor for Energy Efficiency.
Proceedings of the Computer Architecture, 2010
Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010
Proceedings of the 2010 IEEE/IFIP International Conference on Dependable Systems and Networks, 2010
2009
SIGARCH Comput. Archit. News, 2009
Proceedings of the 7th International Conference on Mobile Systems, 2009
The Tradeoff between Energy Efficiency and User State Estimation Accuracy in Mobile Sensing.
Proceedings of the Mobile Computing, Applications, and Services, 2009
Proceedings of the 2009 IEEE International Test Conference, 2009
Proceedings of the ICPP 2009, 2009
Proceedings of the Distributed Computing in Sensor Systems, 2009
Proceedings of the 4th International ICST Conference on Body Area Networks, 2009
2008
Game theoretic approach to location sharing with privacy in a community-based mobile safety application.
Proceedings of the 11th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2008
Proceedings of the 6th International Conference on Mobile Systems, 2008
Proceedings of the 2008 International Symposium on Physical Design, 2008
2006
Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-39 2006), 2006
2005
Proceedings of the 32st International Symposium on Computer Architecture (ISCA 2005), 2005
2004
SIGARCH Comput. Archit. News, 2004
Proceedings of the 37th Annual International Symposium on Microarchitecture (MICRO-37 2004), 2004
2003
Scaling and Charact rizing Database Workloads: Bridging the Gap between Research and Practice.
Proceedings of the 36th Annual International Symposium on Microarchitecture, 2003
2002
Proceedings of the 20th International Conference on Computer Design (ICCD 2002), 2002
2001
PhD thesis, 2001
Proceedings of the 28th Annual International Symposium on Computer Architecture, 2001
2000
Proceedings of the 2000 IEEE International Symposium on Performance Analysis of Systems and Software, 2000
1996
Proceedings of the Eighth IEEE Symposium on Parallel and Distributed Processing, 1996