Rakesh Kumar

Orcid: 0009-0008-1535-1889

Affiliations:
  • University of Illinois at Urbana-Champaign, IL, USA
  • University of California, San Diego, USA (PhD 2006)


According to our database1, Rakesh Kumar authored at least 109 papers between 2002 and 2024.

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Bibliography

2024
Programmable Olfactory Computing.
IEEE Micro, 2024

Waferscale Network Switches.
Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

2023
Understanding Interactions Between Chip Architecture and Uncertainties in Semiconductor Supply and Demand.
CoRR, 2023

Space Microdatacenters.
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

Hardware Acceleration of Neural Graphics.
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

Exploiting Short Application Lifetimes for Low Cost Hardware Encryption in Flexible Electronics.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022
Rethinking programmable wearable processors.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

FlexiCores: low footprint, high yield, field reprogrammable flexible microprocessors.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2021
Byte-Select Compression.
ACM Trans. Archit. Code Optim., 2021

When Tiny Goes Big: A Computer Architect's View of the Emerging Internet of Tiny Things.
GetMobile Mob. Comput. Commun., 2021

Printed Stochastic Computing Neural Networks.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Designing a 2048-Chiplet, 14336-Core Waferscale Processor.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Property-driven Automatic Generation of Reduced-ISA Hardware.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020
Design Space Exploration for Chiplet-Assembly-Based Processors.
IEEE Trans. Very Large Scale Integr. Syst., 2020

Printed Machine Learning Classifiers.
Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

Printed Microprocessors.
Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

Hardware Acceleration of Graph Neural Networks.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019
SDN Resiliency to Controller Failure in Mobile Contexts.
Proceedings of the 2019 Winter Simulation Conference, 2019

Sensor Training Data Reduction for Autonomous Vehicles.
Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019

Architecting Waferscale Processors - A GPU Case Study.
Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

2018
Temporal Integration of Emulation and Network Simulators on Linux Multiprocessors.
ACM Trans. Model. Comput. Simul., 2018

Bespoke Processors for Applications with Ultra-Low Area and Power Constraints.
IEEE Micro, 2018

Guaranteeing Local Differential Privacy on Ultra-Low-Power Systems.
Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

Network Coding for Critical Infrastructure Networks.
Proceedings of the 2018 IEEE 26th International Conference on Network Protocols, 2018

A Case for Packageless Processors.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

2017
Determining Application-Specific Peak Power and Energy Requirements for Ultra-Low-Power Processors.
ACM Trans. Comput. Syst., 2017

Melody: Synthesized datasets for evaluating intrusion detection systems for the smart grid.
Proceedings of the 2017 Winter Simulation Conference, 2017

Software-based gate-level information flow security for IoT systems.
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

Understanding and Optimizing Power Consumption in Memory Networks.
Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

Enabling Effective Module-Oblivious Power Gating for Embedded Processors.
Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

2016
Validating resiliency in Software Defined Networks for smart grids.
Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

Efficient Monte Carlo Evaluation of SDN Resiliency.
Proceedings of the 2016 annual ACM Conference on SIGSIM Principles of Advanced Discrete Simulation, 2016

Bit Serializing a Microprocessor for Ultra-low-power.
Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016

Rescuing Uncorrectable Fault Patterns in On-Chip Memories through Error Pattern Transformation.
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Exploiting Dynamic Timing Slack for Energy Efficiency in Ultra-Low-Power Embedded Systems.
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Parity Helix: Efficient protection for single-dimensional faults in multi-dimensional memory systems.
Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

A Unified Framework for Error Correction in On-chip Memories.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016

Approximate bitcoin mining.
Proceedings of the 53rd Annual Design Automation Conference, 2016

2015
NSF expedition on variability-aware software: Recent results and contributions.
it Inf. Technol., 2015

Correction prediction: Reducing error correction latency for on-chip memories.
Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

2014
Better-Than-Worst-Case Design: Progress and Opportunities.
J. Comput. Sci. Technol., 2014

ECC Parity: A Technique for Efficient Memory Error Resilience for Multi-Channel Memory Systems.
Proceedings of the International Conference for High Performance Computing, 2014

Software canaries: software-based path delay fault testing for variation-aware energy-efficient design.
Proceedings of the International Symposium on Low Power Electronics and Design, 2014

2013
Enhancing the Efficiency of Energy-Constrained DVFS Designs.
IEEE Trans. Very Large Scale Integr. Syst., 2013

Branch and Data Herding: Reducing Control and Memory Divergence for Error-Tolerant GPU Applications.
IEEE Trans. Multim., 2013

Exploiting Timing Error Resilience in Processor Architecture.
ACM Trans. Embed. Comput. Syst., 2013

Underdesigned and Opportunistic Computing in Presence of Hardware Variability.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

High Performance, Energy Efficient Chipkill Correct Memory with Multidimensional Parity.
IEEE Comput. Archit. Lett., 2013

Low-power, low-storage-overhead chipkill correct via multi-line error correction.
Proceedings of the International Conference for High Performance Computing, 2013

Analyzing Reliability of Memory Sub-systems with Double-Chipkill Detect/Correct.
Proceedings of the IEEE 19th Pacific Rim International Symposium on Dependable Computing, 2013

Statistical analysis and modeling for error composition in approximate computation circuits.
Proceedings of the 2013 IEEE 31st International Conference on Computer Design, 2013

On reconfiguration-oriented approximate adder design and its application.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013

Adaptive Reliability Chipkill Correct (ARCC).
Proceedings of the 19th IEEE International Symposium on High Performance Computer Architecture, 2013

An algorithmic approach to error localization and partial recomputation for low-overhead fault tolerance.
Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013

Markov chain algorithms: A template for building future robust low power systems.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Recovery-Driven Design: Exploiting Error Resilience in Design of Energy-Efficient Processors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012

On logic synthesis for timing speculation.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

Power balanced pipelines.
Proceedings of the 18th IEEE International Symposium on High Performance Computer Architecture, 2012

Algorithmic approaches to low overhead fault detection for sparse linear algebra.
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks, 2012

On software design for stochastic processors.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

Compiling for energy efficiency on timing speculative processors.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

2011
MOPED: Accelerating Data Communication on Future CMPs.
IEEE Micro, 2011

Stochastic Computing.
Found. Trends Electron. Des. Autom., 2011

A hardware acceleration technique for gradient descent and conjugate gradient.
Proceedings of the IEEE 9th Symposium on Application Specific Processors, 2011

MOPED: Orchestrating interprocess message data on CMPs.
Proceedings of the 17th International Conference on High-Performance Computer Architecture (HPCA-17 2011), 2011

On the efficacy of NBTI mitigation techniques.
Proceedings of the Design, Automation and Test in Europe, 2011

Stochastic computing: embracing errors in architectureand design of processors and applications.
Proceedings of the 14th International Conference on Compilers, 2011

Architecting processors to allow voltage/reliability tradeoffs.
Proceedings of the 14th International Conference on Compilers, 2011

The Case for Message Passing on Many-Core Chips.
Proceedings of the Multiprocessor System-on-Chip - Hardware Design and Tool Integration., 2011

2010
A Workload-Adaptive and Reconfigurable Bus Architecture for Multicore Processors.
Int. J. Reconfigurable Comput., 2010

Variation-aware speed binning of multi-core processors.
Proceedings of the 11th International Symposium on Quality of Electronic Design (ISQED 2010), 2010

Accelerating data movement on future chip multi-processors.
Proceedings of the Second International Forum on Next-Generation Multicore/Manycore Technologies, 2010

Optimal power/performance pipelining for error resilient processors.
Proceedings of the 28th International Conference on Computer Design, 2010

Designing a processor from the ground up to allow voltage/reliability tradeoffs.
Proceedings of the 16th International Conference on High-Performance Computer Architecture (HPCA-16 2010), 2010

Low-Overhead, High-Speed Multi-core Barrier Synchronization.
Proceedings of the High Performance Embedded Architectures and Compilers, 2010

Overscaling-friendly timing speculation architectures.
Proceedings of the 20th ACM Great Lakes Symposium on VLSI 2009, 2010

A numerical optimization-based methodology for application robustification: Transforming applications for error tolerance.
Proceedings of the 2010 IEEE/IFIP International Conference on Dependable Systems and Networks, 2010

Scalable stochastic processors.
Proceedings of the Design, Automation and Test in Europe, 2010

Stochastic computation.
Proceedings of the 47th Design Automation Conference, 2010

Recovery-driven design: a power minimization methodology for error-tolerant processor modules.
Proceedings of the 47th Design Automation Conference, 2010

Slack redistribution for graceful degradation under voltage overscaling.
Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010

2009
Introduction to the special issue on the 2008 workshop on design, analysis, and simulation of chip multiprocessors (dasCMP'08).
SIGARCH Comput. Archit. News, 2009

Workload adaptive shared memory multicore processors with reconfigurable interconnects.
Proceedings of the IEEE 7th Symposium on Application Specific Processors, 2009

Reducing peak power with a table-driven adaptive processor core.
Proceedings of the 42st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-42 2009), 2009

Panel: Realistic low power design: Let errors occur and correct them later or mitigate errors via design guardbanding and process control?.
Proceedings of the 15th IEEE International On-Line Testing Symposium (IOLTS 2009), 2009

Three scalable approaches to improving many-core throughput for a given peak power budget.
Proceedings of the 16th International Conference on High Performance Computing, 2009

Distributed peak power management for many-core architectures.
Proceedings of the Design, Automation and Test in Europe, 2009

Towards scalable reliability frameworks for error prone CMPs.
Proceedings of the 2009 International Conference on Compilers, 2009

2008
Servo: a programming model for many-core computing.
SIGARCH Comput. Archit. News, 2008

Introduction to the special issue on the 2007 workshop on design, analysis, and simulation of chip multiprocessors (dasCMP'07).
SIGARCH Comput. Archit. News, 2008

2007
Introduction to the special issue on the 2006 workshop on design, analysis, and simulation of chip multiprocessors: (dasCMP'06).
SIGARCH Comput. Archit. News, 2007

The architecture of Efficient Multi-Core Processors: A Holistic Approach.
Adv. Comput., 2007

Proximity-aware directory-based coherence for multi-core processor architectures.
Proceedings of the SPAA 2007: Proceedings of the 19th Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2007

2006
Holistic design for multi-core architectures.
PhD thesis, 2006

Exploiting unbalanced thread scheduling for energy and performance on a CMP of SMT processors.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Conjoining soft-core FPGA processors.
Proceedings of the 2006 International Conference on Computer-Aided Design, 2006

Application-specific customization of parameterized FPGA soft-core processors.
Proceedings of the 2006 International Conference on Computer-Aided Design, 2006

Core architecture optimization for heterogeneous chip multiprocessors.
Proceedings of the 15th International Conference on Parallel Architectures and Compilation Techniques (PACT 2006), 2006

2005
Introduction to the special issue on the 2005 workshop on design, analysis, and simulation of chip multiprocessors (dasCMP'05).
SIGARCH Comput. Archit. News, 2005

Heterogeneous Chip Multiprocessors.
Computer, 2005

The Danger of Interval-Based Power Efficiency Metrics: When Worst Is Best.
IEEE Comput. Archit. Lett., 2005

Interconnections in Multi-Core Architectures: Understanding Mechanisms, Overheads and Scaling.
Proceedings of the 32st International Symposium on Computer Architecture (ISCA 2005), 2005

2004
Balanced Multithreading: Increasing Throughput via a Low Cost Multithreading Hierarchy.
Proceedings of the 37th Annual International Symposium on Microarchitecture (MICRO-37 2004), 2004

Conjoined-Core Chip Multiprocessing.
Proceedings of the 37th Annual International Symposium on Microarchitecture (MICRO-37 2004), 2004

Single-ISA Heterogeneous Multi-Core Architectures for Multithreaded Workload Performance.
Proceedings of the 31st International Symposium on Computer Architecture (ISCA 2004), 2004

2003
Processor Power Reduction Via Single-ISA Heterogeneous Multi-Core Architectures.
IEEE Comput. Archit. Lett., 2003

Single-ISA Heterogeneous Multi-Core Architectures: The Potential for Processor Power Reduction.
Proceedings of the 36th Annual International Symposium on Microarchitecture, 2003

2002
Compiling for instruction cache performance on a multithreaded architecture.
Proceedings of the 35th Annual International Symposium on Microarchitecture, 2002

Software Energy Optimization of Real Time Preemptive Tasks by Minimizing Cache-Related Preemption Costs.
Proceedings of the High Performance Computing, 4th International Symposium, 2002


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