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Karthikeyan Sankaralingam
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- affiliation: University of Wisconsin, USA
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Books and Theses
- 2013
- [b1]Tony Nowatzki, Michael C. Ferris
, Karu Sankaralingam, Cristian Estan, Nilay Vaish, David A. Wood:
Optimization and Mathematical Modeling in Computer Architecture. Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers 2013, ISBN 9781627052092, pp. 1-144
Journal Articles
- 2019
- [j27]Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam:
Heterogeneous Von Neumann/dataflow microprocessors. Commun. ACM 62(6): 83-91 (2019) - [j26]Yuxi Chen
, Shu Wang
, Shan Lu, Karthikeyan Sankaralingam:
Applying Transactional Memory for Concurrency-Bug Failure Recovery in Production Runs. IEEE Trans. Parallel Distributed Syst. 30(5): 990-1006 (2019) - 2018
- [j25]Thiruvengadam Vijayaraghavan
, Amit Rajesh
, Karthikeyan Sankaralingam:
MPU-BWM: Accelerating Sequence Alignment. IEEE Comput. Archit. Lett. 17(2): 179-182 (2018) - 2017
- [j24]Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam:
Kickstarting Semiconductor Innovation with Open Source Hardware. Computer 50(6): 50-59 (2017) - [j23]Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright:
Domain Specialization Is Generally Unnecessary for Accelerators. IEEE Micro 37(3): 40-50 (2017) - 2016
- [j22]Babak Falsafi, Mircea Stan
, Kevin Skadron
, Nuwan Jayasena, Yunji Chen
, Jinhua Tao, Ravi Nair, Jaime H. Moreno, Naveen Muralimanohar, Karthikeyan Sankaralingam, Cristian Estan:
Near-Memory Data Services. IEEE Micro 36(1): 6-13 (2016) - [j21]Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam:
A Heterogeneous Von Neumann/Explicit Dataflow Processor. IEEE Micro 36(3): 20-30 (2016) - [j20]Chen-Han Ho, Sung Jin Kim, Karthikeyan Sankaralingam:
Accelerating the Accelerator Memory Interface with Access-Execute and Dataflow. IEEE Micro 36(3): 31-41 (2016) - 2015
- [j19]Tony Nowatzki, Venkatraman Govindaraju, Karthikeyan Sankaralingam:
A Graph-Based Program Representation for Analyzing Hardware Specialization Approaches. IEEE Comput. Archit. Lett. 14(2): 94-98 (2015) - [j18]Dongdong Deng, Guoliang Jin, Marc de Kruijf, Ang Li, Ben Liblit
, Shan Lu
, Shanxiang Qi, Jinglei Ren, Karthikeyan Sankaralingam, Linhai Song, Yongwei Wu, Mingxing Zhang, Wei Zhang, Weimin Zheng:
Fixing, preventing, and recovering from concurrency bugs. Sci. China Inf. Sci. 58(5): 1-18 (2015) - [j17]Tony Nowatzki, Jaikrishnan Menon, Chen-Han Ho, Karthikeyan Sankaralingam:
Architectural Simulators Considered Harmful. IEEE Micro 35(6): 4-12 (2015) - [j16]Amir Yazdanbakhsh
, Raghuraman Balasubramanian, Tony Nowatzki, Karthikeyan Sankaralingam:
Comprehensive Circuit Failure Prediction for Logic and SRAM Using Virtual Aging. IEEE Micro 35(6): 24-36 (2015) - [j15]Raghuraman Balasubramanian, Vinay Gangadhar, Ziliang Guo, Chen-Han Ho, Cherin Joseph, Jaikrishnan Menon, Mario Paulo Drumond, Robin Paul, Sharath Prasad, Pradip Valathol, Karthikeyan Sankaralingam:
Enabling GPGPU Low-Level Hardware Explorations with MIAOW: An Open-Source RTL Implementation of a GPGPU. ACM Trans. Archit. Code Optim. 12(2): 21:21:1-21:21:25 (2015) - [j14]Emily R. Blem, Jaikrishnan Menon, Thiruvengadam Vijayaraghavan, Karthikeyan Sankaralingam:
ISA Wars: Understanding the Relevance of ISA being RISC or CISC to Performance, Power, and Energy on Modern Architectures. ACM Trans. Comput. Syst. 33(1): 3:1-3:34 (2015) - 2014
- [j13]Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli
, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili:
A Scheduling Framework for Spatial Architectures Across Multiple Constraint-Solving Theories. ACM Trans. Program. Lang. Syst. 37(1): 2:1-2:30 (2014) - 2013
- [j12]Hadi Esmaeilzadeh, Emily R. Blem, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger:
Power challenges may end the multicore era. Commun. ACM 56(2): 93-102 (2013) - [j11]Emily R. Blem, Hadi Esmaeilzadeh, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger:
Multicore Model from Abstract Single Core Inputs. IEEE Comput. Archit. Lett. 12(2): 59-62 (2013) - [j10]Michael Sartin-Tarm, Tony Nowatzki, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan:
Constraint centric scheduling guide. SIGARCH Comput. Archit. News 41(2): 17-21 (2013) - 2012
- [j9]Hadi Esmaeilzadeh, Emily R. Blem, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger:
Dark Silicon and the End of Multicore Scaling. IEEE Micro 32(3): 122-134 (2012) - [j8]Venkatraman Govindaraju, Chen-Han Ho, Tony Nowatzki, Jatin Chhugani, Nadathur Satish, Karthikeyan Sankaralingam, Changkyu Kim:
DySER: Unifying Functionality and Parallelism Specialization for Energy-Efficient Computing. IEEE Micro 32(5): 38-51 (2012) - [j7]Hadi Esmaeilzadeh, Emily R. Blem, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger:
Power Limitations and Dark Silicon Challenge the Future of Multicore. ACM Trans. Comput. Syst. 30(3): 11:1-11:27 (2012) - 2011
- [j6]Chen-Han Ho, Garret Staus, Aaron Ullmer, Karu Sankaralingam:
Exploring the Interaction Between Device Lifetime Reliability and Security Vulnerabilities. IEEE Comput. Archit. Lett. 10(2): 37-40 (2011) - 2009
- [j5]Marc de Kruijf, Karthikeyan Sankaralingam:
MapReduce for the Cell Broadband Engine Architecture. IBM J. Res. Dev. 53(5): 10 (2009) - 2007
- [j4]Paul Gratz, Changkyu Kim, Karthikeyan Sankaralingam, Heather Hanson, Premkishore Shivakumar, Stephen W. Keckler, Doug Burger:
On-Chip Interconnection Networks of the TRIPS Chip. IEEE Micro 27(5): 41-50 (2007) - 2004
- [j3]Karthikeyan Sankaralingam, Ramadass Nagarajan, Haiming Liu, Changkyu Kim, Jaehyuk Huh, Nitya Ranganathan, Doug Burger, Stephen W. Keckler, Robert G. McDonald, Charles R. Moore:
TRIPS: A polymorphous architecture for exploiting ILP, TLP, and DLP. ACM Trans. Archit. Code Optim. 1(1): 62-93 (2004) - 2003
- [j2]Karthikeyan Sankaralingam, Madhulika Yalamanchi, Simha Sethumadhavan, James C. Browne:
Pagerank Computation and Keyword Search on Distributed Systems and P2P Networks. J. Grid Comput. 1(3): 291-307 (2003) - [j1]Karthikeyan Sankaralingam, Ramadass Nagarajan, Haiming Liu, Changkyu Kim, Jaehyuk Huh, Doug Burger, Stephen W. Keckler, Charles R. Moore:
Exploiting ILP, TLP, and DLP with the Polymorphous TRIPS Architecture. IEEE Micro 23(6): 46-51 (2003)
Conference and Workshop Papers
- 2024
- [c57]Michael Davies
, Ian McDougall
, Selvaraj Anandaraj
, Deep Machchhar
, Rithik Jain
, Karthikeyan Sankaralingam
:
A Journey of a 1, 000 Kernels Begins with a Single Step: A Retrospective of Deep Learning on GPUs. ASPLOS (2) 2024: 20-36 - [c56]Neal Clayton Crago, Sana Damani, Karthikeyan Sankaralingam, Stephen W. Keckler:
WASP: Exploiting GPU Pipeline Parallelism with Hardware-Accelerated Automatic Warp Specialization. HPCA 2024: 1-16 - [c55]Zhanpeng Zeng, Karthikeyan Sankaralingam, Vikas Singh:
IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers. ICML 2024 - 2023
- [c54]Zhanpeng Zeng, Michael Davies, Pranav Pulijala, Karthikeyan Sankaralingam, Vikas Singh:
LookupFFN: Making Transformers Compute-lite for CPU inference. ICML 2023: 40707-40718 - 2022
- [c53]Karthikeyan Sankaralingam, Tony Nowatzki, Vinay Gangadhar, Preyas Shah, Michael Davies, William Galliher, Ziliang Guo, Jitu Khare, Deepak Vijay, Poly Palamuttam, Maghawan Punde, Alex Tan, Vijay Thiruvengadam, Rongyi Wang, Shunmiao Xu:
The Mozart reuse exposed dataflow processor for AI and beyond: industrial product. ISCA 2022: 978-992 - 2021
- [c52]Karu Sankaralingam, Tony Nowatzki, Greg Wright, Poly Palamuttam, Jitu Khare, Vinay Gangadhar, Preyas Shah:
Mozart: Designing for Software Maturity and the Next Paradigm for Chip Architectures. HCS 2021: 1-20 - 2018
- [c51]Tony Nowatzki, Newsha Ardalani, Karthikeyan Sankaralingam, Jian Weng:
Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign. PACT 2018: 36:1-36:15 - [c50]Yuxi Chen, Shu Wang, Shan Lu, Karthikeyan Sankaralingam:
Applying Hardware Transactional Memory for Concurrency-Bug Failure Recovery in Production Runs. USENIX ATC 2018: 837-850 - 2017
- [c49]Tony Nowatzki, Vinay Gangadhar, Newsha Ardalani, Karthikeyan Sankaralingam:
Stream-Dataflow Acceleration. ISCA 2017: 416-429 - 2016
- [c48]Tony Nowatzki, Karthikeyan Sankaralingam:
Analyzing Behavior Specialized Acceleration. ASPLOS 2016: 697-711 - [c47]Tony Nowatzki, Karthikeyan Sankaralingam:
Modularizing the microprocessor core to outperform traditional out-of-order. Hot Chips Symposium 2016: 1-4 - [c46]Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright:
Pushing the limits of accelerator efficiency while retaining programmability. HPCA 2016: 27-39 - 2015
- [c45]Raghuraman Balasubramanian, Vinay Gangadhar, Ziliang Guo, Chen-Han Ho, Cherin Joseph, Jaikrishnan Menon, Mario Paulo Drumond, Robin Paul, Sharath Prasad, Pradip Valathol, Karthikeyan Sankaralingam:
MIAOW - An open source RTL implementation of a GPGPU. COOL Chips 2015: 1-3 - [c44]Vinay Gangadhar, Raghuraman Balasubramanian, Mario Drumond, Ziliang Guo, Jai Menon, Cherin Joseph, Robin Prakash, Sharath Prasad, Pradip Vallathol, Karu Sankaralingam:
MIAOW: An open source GPGPU. Hot Chips Symposium 2015: 1-43 - [c43]Chen-Han Ho, Sung Jin Kim, Karthikeyan Sankaralingam:
Efficient execution of memory access phases using dataflow specialization. ISCA 2015: 118-130 - [c42]Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam:
Exploring the potential of heterogeneous von neumann/dataflow execution models. ISCA 2015: 298-310 - [c41]Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Ranjini Nagaraju, Zachary Marzec, Preeti Agarwal, Chris Frericks, Ryan Cofell, Karthikeyan Sankaralingam:
Performance evaluation of a DySER FPGA prototype system spanning the compiler, microarchitecture, and hardware implementation. ISPASS 2015: 203-214 - [c40]Newsha Ardalani, Clint Lestourgeon, Karthikeyan Sankaralingam, Xiaojin Zhu:
Cross-architecture performance prediction (XAPP) using CPU code to predict GPU performance. MICRO 2015: 725-737 - 2014
- [c39]Jaikrishnan Menon, Lorenzo De Carli, Vijayraghavan Thiruvengadam, Karthikeyan Sankaralingam, Cristian Estan:
Memory processing units. Hot Chips Symposium 2014: 1 - [c38]Raghuraman Balasubramanian, Karthikeyan Sankaralingam:
Understanding the impact of gate-level physical reliability effects on whole program execution. HPCA 2014: 60-71 - [c37]Raghuraman Balasubramanian, Zachary York, Matthew Doran, Aritra Biswas, Timur Girgin, Karthikeyan Sankaralingam:
Hands-on introduction to computer science at the freshman level. SIGCSE 2014: 235-240 - 2013
- [c36]Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam:
Breaking SIMD shackles with an exposed flexible microarchitecture and the access execute PDG. PACT 2013: 341-351 - [c35]Sung Jin Kim, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan:
SWSL: SoftWare Synthesis for network Lookup. ANCS 2013: 191-201 - [c34]Wei Zhang, Marc de Kruijf, Ang Li, Shan Lu
, Karthikeyan Sankaralingam:
ConAir: featherweight concurrency bug recovery via single-threaded idempotent execution. ASPLOS 2013: 113-126 - [c33]Karthikeyan Sankaralingam:
Dynamic hardware specialization-using moore's bounty without burning the chip down. CASES 2013: 17:1 - [c32]Marc de Kruijf, Karthikeyan Sankaralingam:
Idempotent code generation: Implementation, analysis, and evaluation. CGO 2013: 27:1-27:12 - [c31]Emily R. Blem, Jaikrishnan Menon, Karthikeyan Sankaralingam:
Power struggles: Revisiting the RISC vs. CISC debate on contemporary ARM and x86 architectures. HPCA 2013: 1-12 - [c30]Raghuraman Balasubramanian, Karthikeyan Sankaralingam:
Virtually-aged sampling DMR: unifying circuit failure prediction and circuit failure detection. MICRO 2013: 123-135 - [c29]Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili:
A general constraint-centric scheduling framework for spatial architectures. PLDI 2013: 495-506 - 2012
- [c28]Eric N. Harris, Samuel L. Wasmundt, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan:
LEAP: latency- energy- and area-optimized lookup pipeline. ANCS 2012: 175-186 - [c27]Jesse Benson, Ryan Cofell, Chris Frericks, Venkatraman Govindaraju, Chen-Han Ho, Zachary Marzec, Tony Nowatzki, Karu Sankaralingam:
Prototyping the DySER specialization architecture with OpenSPARC. Hot Chips Symposium 2012: 1-3 - [c26]Jesse Benson, Ryan Cofell, Chris Frericks, Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam:
Design, integration and implementation of the DySER hardware accelerator into OpenSPARC. HPCA 2012: 115-126 - [c25]Chen-Han Ho, Marc de Kruijf, Karthikeyan Sankaralingam, Barry Rountree, Martin Schulz
, Bronis R. de Supinski:
Mechanisms and Evaluation of Cross-Layer Fault-Tolerance for Supercomputing. ICPP 2012: 510-519 - [c24]Jaikrishnan Menon, Marc de Kruijf, Karthikeyan Sankaralingam:
iGPU: Exception support and speculative execution on GPUs. ISCA 2012: 72-83 - [c23]Marc de Kruijf, Karthikeyan Sankaralingam, Somesh Jha:
Static analysis and compiler design for idempotent processing. PLDI 2012: 475-486 - 2011
- [c22]Nilay Vaish, Thawan Kooburat, Lorenzo De Carli
, Karthikeyan Sankaralingam, Cristian Estan:
Experiences in Co-designing a Packet Classification Algorithm and a Flexible Hardware Platform. ANCS 2011: 189-199 - [c21]Venkatraman Govindaraju, Chen-Han Ho, Karthikeyan Sankaralingam:
Dynamically Specialized Datapaths for energy efficient computing. HPCA 2011: 503-514 - [c20]Shuou Nomura, Matthew D. Sinclair, Chen-Han Ho, Venkatraman Govindaraju, Marc de Kruijf, Karthikeyan Sankaralingam:
Sampling + DMR: practical and low-overhead permanent fault detection. ISCA 2011: 201-212 - [c19]Hadi Esmaeilzadeh
, Emily R. Blem, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger:
Dark silicon and the end of multicore scaling. ISCA 2011: 365-376 - [c18]Marc de Kruijf, Karthikeyan Sankaralingam:
Idempotent processor architecture. MICRO 2011: 140-151 - 2010
- [c17]Amit Kumar, Lorenzo De Carli
, Sung Jin Kim, Marc de Kruijf, Karthikeyan Sankaralingam, Cristian Estan, Somesh Jha:
Design and implementation of the PLUG architecture for programmable and efficient network lookups. PACT 2010: 331-342 - [c16]Marc de Kruijf, Shuou Nomura, Karthikeyan Sankaralingam:
A unified model for timing speculation: Evaluating the impact of technology scaling, CMOS design style, and fault recovery mechanism. DSN 2010: 487-496 - [c15]Marc de Kruijf, Shuou Nomura, Karthikeyan Sankaralingam:
Relax: an architectural framework for software recovery of hardware faults. ISCA 2010: 497-508 - [c14]Shuou Nomura, Karthikeyan Sankaralingam, Ranganathan Sankaralingam:
A fast and highly accurate path delay emulation framework for logic-emulation of timing speculation. ITC 2010: 635-644 - 2009
- [c13]Randy Smith, Neelam Goyal, Justin Ormont, Karthikeyan Sankaralingam, Cristian Estan:
Evaluating GPUs for network packet signature matching. ISPASS 2009: 175-184 - [c12]Lorenzo De Carli
, Yi Pan, Amit Kumar, Cristian Estan, Karthikeyan Sankaralingam:
PLUG: flexible lookup modules for rapid deployment of new protocols in high-speed routers. SIGCOMM 2009: 207-218 - 2008
- [c11]Venkatraman Govindaraju, Peter Djeu, Karthikeyan Sankaralingam, Mary K. Vernon, William R. Mark:
Toward a multicore architecture for real-time ray-tracing. MICRO 2008: 176-187 - 2007
- [c10]Daniel Sánchez, Luke Yen, Mark D. Hill, Karthikeyan Sankaralingam:
Implementing Signatures for Transactional Memory. MICRO 2007: 123-133 - [c9]Paul Gratz
, Karthikeyan Sankaralingam, Heather Hanson, Premkishore Shivakumar, Robert G. McDonald, Stephen W. Keckler, Doug Burger:
Implementation and Evaluation of a Dynamically Routed Processor Operand Network. NOCS 2007: 7-17 - 2006
- [c8]Aaron Smith, Ramadass Nagarajan, Karthikeyan Sankaralingam, Robert G. McDonald, Doug Burger, Stephen W. Keckler, Kathryn S. McKinley:
Dataflow Predication. MICRO 2006: 89-102 - [c7]Karthikeyan Sankaralingam, Ramadass Nagarajan, Robert G. McDonald, Rajagopalan Desikan, Saurabh Drolia, M. S. Govindan, Paul Gratz
, Divya Gulati, Heather Hanson, Changkyu Kim, Haiming Liu, Nitya Ranganathan, Simha Sethumadhavan, Sadia Sharif, Premkishore Shivakumar, Stephen W. Keckler, Doug Burger:
Distributed Microarchitectural Protocols in the TRIPS Prototype Processor. MICRO 2006: 480-491 - 2004
- [c6]James C. Browne, Madhulika Yalamanchi, Kevin Kane, Karthikeyan Sankaralingam:
General parallel computations on desktop grid and P2P systems. LCR 2004: 6:1-6:8 - 2003
- [c5]Karthikeyan Sankaralingam, Simha Sethumadhavan, James C. Browne:
Distributed Pagerank for P2P Systems. HPDC 2003: 58-69 - [c4]Karthikeyan Sankaralingam, Vincent Ajay Singh, Stephen W. Keckler, Doug Burger:
Routed Inter-ALU Networks for ILP Scalability and Performance. ICCD 2003: 170- - [c3]Karthikeyan Sankaralingam, Ramadass Nagarajan, Haiming Liu, Changkyu Kim, Jaehyuk Huh, Doug Burger, Stephen W. Keckler, Charles R. Moore:
Exploiting ILP, TLP and DLP with the Polymorphous TRIPS Architecture. ISCA 2003: 422-433 - [c2]Karthikeyan Sankaralingam, Stephen W. Keckler, William R. Mark, Doug Burger:
Universal Mechanisms for Data-Parallel Architectures. MICRO 2003: 303-314 - 2001
- [c1]Ramadass Nagarajan, Karthikeyan Sankaralingam, Doug Burger, Stephen W. Keckler:
A design space evaluation of grid processor architectures. MICRO 2001: 40-51
Informal and Other Publications
- 2024
- [i7]Zhanpeng Zeng, Michael Davies, Pranav Pulijala, Karthikeyan Sankaralingam, Vikas Singh:
LookupFFN: Making Transformers Compute-lite for CPU inference. CoRR abs/2403.07221 (2024) - [i6]Zhanpeng Zeng, Karthikeyan Sankaralingam, Vikas Singh:
IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers. CoRR abs/2403.07339 (2024) - 2023
- [i5]Ian McDougall, Shayne Wadle, Harish Batchu, Michael Davies, Karthikeyan Sankaralingam:
BRYT: Data Rich Analytics Based Computer Architecture for A New Paradigm of Chip Design to Supplant Moore's Law. CoRR abs/2312.13428 (2023) - 2021
- [i4]Michael Davies, Adam Labiosa, Karthikeyan Sankaralingam:
Understanding the Limits of Conventional Hardware Architectures for Deep-Learning. CoRR abs/2112.02204 (2021) - 2019
- [i3]Newsha Ardalani, Urmish Thakker
, Aws Albarghouthi, Karu Sankaralingam:
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning. CoRR abs/1906.07840 (2019) - 2017
- [i2]Luis Ceze, Mark D. Hill, Karthikeyan Sankaralingam, Thomas F. Wenisch:
Democratizing Design for Future Computing Platforms. CoRR abs/1706.08597 (2017) - 2016
- [i1]Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam:
Open-source Hardware: Opportunities and Challenges. CoRR abs/1606.01980 (2016)
Coauthor Index
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