Faculty

Institution

Unit

Venue

Rami Melhem

Professor Emeritus

University of Pittsburgh

Affiliations

School of Computing and Information

Computational Modeling & Simulation Program

Computing and Information

Computer Science

Rami Melhem is currently serving as a Computational Modeling & Simulation Program Professor Emeritus at University of Pittsburgh.

Honors

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Experiences

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Education

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Rami Melhem

University of Pittsburgh

Professor Emeritus

You can click a keyword to filter the displayed items

systems engineering computer science computer engineering parallel computing electrical engineering machine learning fault tolerance scheduling (computing) distributed computing computer architecture computer security energy management memory performance evaluation wireless communications chip multiprocessors embedded systems scheduling problems optical engineering power-aware computing parallel processing scientific computing fault analysis communication security power management power electronics information technology reliability engineering real-time systems array processing fault management distributed systems denial-of-service attacks scheduling (production processes) array computing real-time computing data compression streaming algorithms optical networking control optimization scheduling analysis ai architecture hardware acceleration distributed processing caching image compression processor architectures high performance computing optical communications streaming data reward systems coincident pulse techniques engineering optimization computational optimization mobile computing mathematical optimization gpu computing embedded machine learning periodic real-time tasks power-aware real-time systems fine-grained sharing real-time applications transient faults hybrid main memory computational arrays lightwave technology data security networked system design power-aware scheduling aperiodic tasks energy-aware scheduling energy constraints energy-efficient policies array processors compiler-assisted data distribution global optimization computational paradigm experiential learning memetic computing multiprocessor interconnection networks next generation computing computing education optical computing parallel programming

Notable Scholarly Works

Notable Federal Grants

Collaborators

Diffreplication - an Energy-Aware Fault Tolerance Model for Silent Error Detection and Mitigation in Heterogeneous Extreme-Scale Computing Environment. JUCS - Journal of Universal Computer Science (2023)

Longhao LiTaieb ZnatiRami Melhem

systems engineeringheterogeneous computingcomputer engineeringfault tolerancesilent error detectioncomputer sciencecloud computing

An Adaptive Framework for Oversubscription Management in CPU-GPU Unified Memory. Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015 (2021)

Debashis GangulyRami MelhemJun Yang

cpu-gpu unified memoryparallel computingadaptive frameworkoversubscription managementcomputer science

Differential Shadowing: A Resilience Framework for Extreme-Scale, Heterogeneous Environments With Non-Uniform Node Failure Distribution. (2021)

Longhao LiTaieb ZnatiRami Melhem

systems engineeringextreme environmentsreliability engineeringheterogeneous environmentsdifferential shadowingresilience engineeringresilienceresilience framework

Predicting and Mitigating Single-Event Upsets in Dram Using Hoth. Microelectronics Reliability (2021)

Stephen LongofonoDonald KlineRami MelhemAlex K. Jones

reliability analysissingle-event upsetsreliabilityreliability engineeringfault managementmicroelectronics reliabilityreliability predictionreliability managementelectrical engineeringcondition monitoring

Tuning Memory Fault Tolerance on the Edge. Proceedings of the Great Lakes Symposium on VLSI 2022 (2021)

Alex K. JonesStephen LongofonoSebastien OllivierDonald KlineJiangwei ZhangRami Melhem

systems engineeringfault tolerancellm fine-tuningperformance tuningmemorymemory fault toleranceedge computing

A Castle With Towers for Reliable, Secure Phase-Change Memory. IEEE Transactions on Computers (2020)

Stephen LongofonoDonald KlineRami MelhemAlex K. Jones

technologymemory architecturescomputer securitycomputer engineeringcomputer architecturememoryinformation technologyphase change memorycomputer science

Accelerating Distributed Inference of Sparse Deep Neural Networks via Mitigating the Straggler Effect. (2020)

Mohammad Hasanzadeh MofradRami MelhemYousuf AhmadMohammad Hammoud

straggler effectdeep learninginferencefragmentation effectcomputer science

Adaptive Page Migration for Irregular Data-Intensive Applications Under GPU Memory Oversubscription. 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (2020)

Debashis GangulyZiyu ZhangJun YangRami Melhem

mobile computingdata-intensive computingparallel computingadaptive computingadaptive page migrationmachine learningirregular data-intensive applicationscomputer science

Enhancing Address Translations in Throughput Processors via Compression. (2020)

Xulong TangZiyu ZhangWeizheng XuMahmut Taylan KandemirRami MelhemJun Yang

machine learningdata compressionlossless compressionimage compressioncomputer scienceaddress translations

Enhancing Reliability-Aware Speedup Modelling via Replication. (2020)

Zaeem HussainTaieb ZnatiRami Melhem

systems engineeringreliabilityreliability-aware speedupreplicationreliability engineeringmodel reliability

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Rami Melhem

Professor Emeritus

University of Pittsburgh

Affiliations

School of Computing and Information

Computational Modeling & Simulation Program

Computing and Information

Computer Science

Rami Melhem is currently serving as a Computational Modeling & Simulation Program Professor Emeritus at University of Pittsburgh.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Rami Melhem

University of Pittsburgh

Professor Emeritus

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Longhao LiTaieb ZnatiRami Melhem

systems engineeringheterogeneous computingcomputer engineeringfault tolerancesilent error detectioncomputer sciencecloud computing

An Adaptive Framework for Oversubscription Management in CPU-GPU Unified Memory. Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015 (2021)

Debashis GangulyRami MelhemJun Yang

cpu-gpu unified memoryparallel computingadaptive frameworkoversubscription managementcomputer science

Differential Shadowing: A Resilience Framework for Extreme-Scale, Heterogeneous Environments With Non-Uniform Node Failure Distribution. (2021)

Longhao LiTaieb ZnatiRami Melhem

systems engineeringextreme environmentsreliability engineeringheterogeneous environmentsdifferential shadowingresilience engineeringresilienceresilience framework

Predicting and Mitigating Single-Event Upsets in Dram Using Hoth. Microelectronics Reliability (2021)

Stephen LongofonoDonald KlineRami MelhemAlex K. Jones

Tuning Memory Fault Tolerance on the Edge. Proceedings of the Great Lakes Symposium on VLSI 2022 (2021)

Alex K. JonesStephen LongofonoSebastien OllivierDonald KlineJiangwei ZhangRami Melhem

systems engineeringfault tolerancellm fine-tuningperformance tuningmemorymemory fault toleranceedge computing

A Castle With Towers for Reliable, Secure Phase-Change Memory. IEEE Transactions on Computers (2020)

Stephen LongofonoDonald KlineRami MelhemAlex K. Jones

technologymemory architecturescomputer securitycomputer engineeringcomputer architecturememoryinformation technologyphase change memorycomputer science

Accelerating Distributed Inference of Sparse Deep Neural Networks via Mitigating the Straggler Effect. (2020)

Mohammad Hasanzadeh MofradRami MelhemYousuf AhmadMohammad Hammoud

straggler effectdeep learninginferencefragmentation effectcomputer science

Adaptive Page Migration for Irregular Data-Intensive Applications Under GPU Memory Oversubscription. 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (2020)

Debashis GangulyZiyu ZhangJun YangRami Melhem

mobile computingdata-intensive computingparallel computingadaptive computingadaptive page migrationmachine learningirregular data-intensive applicationscomputer science

Enhancing Address Translations in Throughput Processors via Compression. (2020)

Xulong TangZiyu ZhangWeizheng XuMahmut Taylan KandemirRami MelhemJun Yang

machine learningdata compressionlossless compressionimage compressioncomputer scienceaddress translations

Enhancing Reliability-Aware Speedup Modelling via Replication. (2020)

Zaeem HussainTaieb ZnatiRami Melhem

systems engineeringreliabilityreliability-aware speedupreplicationreliability engineeringmodel reliability

1
2
3
4
5
36
10 / page

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Similar Faculty Members

Daniel Mosse

Institution

University of Pittsburgh

systems engineering

computer science

Wu-chun Feng

Institution

Virginia Tech

parallel computing

computer engineering

Dhabaleswar Panda

Institution

Ohio State University

high-performance computing

big data

Xiaobo Sharon Hu

Institution

University of Notre Dame

hardware reliability

power-efficient computing

Andrew A. Chien

Institution

University of Chicago

computer science

systems engineering

Sanjay Ranka, Ph.D

Institution

University of Florida

grid computing

scientific computing

S. S. Iyengar

Institution

Florida International University

industrial informatics

parallel computing

Nikil D. Dutt

Institution

University of California, Irvine

electronic design automation

computer engineering

Viktor K. Prasanna

Institution

University of Southern California

big data

supercomputer architecture

Yuanyuan Yang

Institution

Stony Brook University

edge computing

data center management