Karthikeyan Sankaralingam

99 papers A* 31A 5B 6C 1Misc 1Journal 45Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Agora: Bridging the GPU Cloud Resource-Price Disconnect. CoRR Ian McDougall, Noah Scott, Joon Huh, Kirthevasan Kandasamy, Karthikeyan Sankaralingam
2025	J	`jnl`	An Evaluation of N-Gram Selection Strategies for Regular Expression Indexing in Contemporary Text Analysis Tasks. CoRR Ling Zhang, Shaleen Deep, Jignesh M. Patel, Karthikeyan Sankaralingam
2025	J	`jnl`	An Evaluation of N-Gram Selection Strategies for Regular Expression Indexing in Contemporary Text Analysis Tasks. Proc. VLDB Endow. Ling Zhang, Shaleen Deep, Jignesh M. Patel, Karthikeyan Sankaralingam
2025	J	`jnl`	Defying Moore: Envisioning the Economics of a Semiconductor Revolution through 12nm Specialization. Commun. ACM Michael Davies, Karthikeyan Sankaralingam
2025	J	`jnl`	Efficient LLM Inference: Bandwidth, Compute, Synchronization, and Capacity are all you need. CoRR Michael Davies, Neal Clayton Crago, Karthikeyan Sankaralingam, Christos Kozyrakis
2025	J	`jnl`	Kitsune: Enabling Dataflow Execution on GPUs. CoRR Michael Davies, Neal Clayton Crago, Karthikeyan Sankaralingam, Stephen W. Keckler
2025	J	`jnl`	NeuroScalar: A Deep Learning Framework for Fast, Accurate, and In-the-Wild Cycle-Level Performance Prediction. CoRR Shayne Wadle, Yanxin Zhang, Vikas Singh, Karthikeyan Sankaralingam
2025	J	`jnl`	Pedagogically Motivated and Composable Open-Source RISC-V Processors for Computer Science Education. CoRR Ian McDougall, Harish Batchu, Michael Davies, Karthikeyan Sankaralingam
2025	J	`jnl`	Privacy-Preserving Performance Profiling of In-The-Wild GPUs. CoRR Ian McDougall, Michael Davies, Rahul Chatterjee, Somesh Jha, Karthikeyan Sankaralingam
2025	J	`jnl`	Regular Expression Indexing for Log Analysis. Proc. ACM Manag. Data Ling Zhang, Shaleen Deep, Jignesh M. Patel, Karthikeyan Sankaralingam
2025	J	`jnl`	Regular Expression Indexing for Log Analysis. Extended Version. CoRR Ling Zhang, Shaleen Deep, Jignesh M. Patel, Karthikeyan Sankaralingam
2025	J	`jnl`	SAHM: State-Aware Heterogeneous Multicore for Single-Thread Performance. CoRR Shayne Wadle, Karthikeyan Sankaralingam
2025	J	`jnl`	The Impact Market to Save Conference Peer Review: Decoupling Dissemination and Credentialing. CoRR Karthikeyan Sankaralingam
2024	—	`conf`	A Journey of a 1, 000 Kernels Begins with a Single Step: A Retrospective of Deep Learning on GPUs. ASPLOS (2) Michael Davies, Ian McDougall, Selvaraj Anandaraj, Deep Machchhar, Rithik Jain, Karthikeyan Sankaralingam
2024	A*	`conf`	IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers. ICML Zhanpeng Zeng, Karthikeyan Sankaralingam, Vikas Singh
2024	J	`jnl`	IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers. CoRR Zhanpeng Zeng, Karthikeyan Sankaralingam, Vikas Singh
2024	J	`jnl`	LookupFFN: Making Transformers Compute-lite for CPU inference. CoRR Zhanpeng Zeng, Michael Davies, Pranav Pulijala, Karthikeyan Sankaralingam, Vikas Singh
2024	A*	`conf`	WASP: Exploiting GPU Pipeline Parallelism with Hardware-Accelerated Automatic Warp Specialization. HPCA Neal Clayton Crago, Sana Damani, Karthikeyan Sankaralingam, Stephen W. Keckler
2023	J	`jnl`	BRYT: Data Rich Analytics Based Computer Architecture for A New Paradigm of Chip Design to Supplant Moore's Law. CoRR Ian McDougall, Shayne Wadle, Harish Batchu, Michael Davies, Karthikeyan Sankaralingam
2023	A*	`conf`	LookupFFN: Making Transformers Compute-lite for CPU inference. ICML Zhanpeng Zeng, Michael Davies, Pranav Pulijala, Karthikeyan Sankaralingam, Vikas Singh
2022	A*	`conf`	The Mozart reuse exposed dataflow processor for AI and beyond: industrial product. ISCA 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
2021	J	`jnl`	Understanding the Limits of Conventional Hardware Architectures for Deep-Learning. CoRR Michael Davies, Adam Labiosa, Karthikeyan Sankaralingam
2019	J	`jnl`	Applying Transactional Memory for Concurrency-Bug Failure Recovery in Production Runs. IEEE Trans. Parallel Distributed Syst. Yuxi Chen, Shu Wang, Shan Lu, Karthikeyan Sankaralingam
2019	J	`jnl`	Heterogeneous Von Neumann/dataflow microprocessors. Commun. ACM Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2018	—	`conf`	Applying Hardware Transactional Memory for Concurrency-Bug Failure Recovery in Production Runs. USENIX ATC Yuxi Chen, Shu Wang, Shan Lu, Karthikeyan Sankaralingam
2018	B	`conf`	Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign. PACT Tony Nowatzki, Newsha Ardalani, Karthikeyan Sankaralingam, Jian Weng
2018	J	`jnl`	MPU-BWM: Accelerating Sequence Alignment. IEEE Comput. Archit. Lett. Thiruvengadam Vijayaraghavan, Amit Rajesh, Karthikeyan Sankaralingam
2017	J	`jnl`	Democratizing Design for Future Computing Platforms. CoRR Luis Ceze, Mark D. Hill, Karthikeyan Sankaralingam, Thomas F. Wenisch
2017	J	`jnl`	Domain Specialization Is Generally Unnecessary for Accelerators. IEEE Micro Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright
2017	J	`jnl`	Kickstarting Semiconductor Innovation with Open Source Hardware. Computer Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2017	A*	`conf`	Stream-Dataflow Acceleration. ISCA Tony Nowatzki, Vinay Gangadhar, Newsha Ardalani, Karthikeyan Sankaralingam
2016	J	`jnl`	A Heterogeneous Von Neumann/Explicit Dataflow Processor. IEEE Micro Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2016	J	`jnl`	Accelerating the Accelerator Memory Interface with Access-Execute and Dataflow. IEEE Micro Chen-Han Ho, Sung Jin Kim, Karthikeyan Sankaralingam
2016	A*	`conf`	Analyzing Behavior Specialized Acceleration. ASPLOS Tony Nowatzki, Karthikeyan Sankaralingam
2016	—	`conf`	Modularizing the microprocessor core to outperform traditional out-of-order. Hot Chips Symposium Tony Nowatzki, Karthikeyan Sankaralingam
2016	J	`jnl`	Near-Memory Data Services. IEEE Micro Babak Falsafi, Mircea Stan, Kevin Skadron, Nuwan Jayasena, Yunji Chen, Jinhua Tao, Ravi Nair, Jaime H. Moreno, Naveen Muralimanohar, Karthikeyan Sankaralingam, Cristian Estan
2016	J	`jnl`	Open-source Hardware: Opportunities and Challenges. CoRR Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2016	A*	`conf`	Pushing the limits of accelerator efficiency while retaining programmability. HPCA Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright
2015	J	`jnl`	A Graph-Based Program Representation for Analyzing Hardware Specialization Approaches. IEEE Comput. Archit. Lett. Tony Nowatzki, Venkatraman Govindaraju, Karthikeyan Sankaralingam
2015	J	`jnl`	Architectural Simulators Considered Harmful. IEEE Micro Tony Nowatzki, Jaikrishnan Menon, Chen-Han Ho, Karthikeyan Sankaralingam
2015	J	`jnl`	Comprehensive Circuit Failure Prediction for Logic and SRAM Using Virtual Aging. IEEE Micro Amir Yazdanbakhsh, Raghuraman Balasubramanian, Tony Nowatzki, Karthikeyan Sankaralingam
2015	A*	`conf`	Cross-architecture performance prediction (XAPP) using CPU code to predict GPU performance. MICRO Newsha Ardalani, Clint Lestourgeon, Karthikeyan Sankaralingam, Xiaojin Zhu
2015	A*	`conf`	Efficient execution of memory access phases using dataflow specialization. ISCA Chen-Han Ho, Sung Jin Kim, Karthikeyan Sankaralingam
2015	J	`jnl`	Enabling GPGPU Low-Level Hardware Explorations with MIAOW: An Open-Source RTL Implementation of a GPGPU. ACM Trans. Archit. Code Optim. Raghuraman Balasubramanian, Vinay Gangadhar, Ziliang Guo, Chen-Han Ho, Cherin Joseph, Jaikrishnan Menon, Mario Paulo Drumond, Robin Paul, Sharath Prasad, Pradip Valathol, Karthikeyan Sankaralingam
2015	A*	`conf`	Exploring the potential of heterogeneous von neumann/dataflow execution models. ISCA Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2015	J	`jnl`	Fixing, preventing, and recovering from concurrency bugs. Sci. China Inf. Sci. 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
2015	J	`jnl`	ISA Wars: Understanding the Relevance of ISA being RISC or CISC to Performance, Power, and Energy on Modern Architectures. ACM Trans. Comput. Syst. Emily R. Blem, Jaikrishnan Menon, Thiruvengadam Vijayaraghavan, Karthikeyan Sankaralingam
2015	—	`conf`	MIAOW - An open source RTL implementation of a GPGPU. COOL Chips Raghuraman Balasubramanian, Vinay Gangadhar, Ziliang Guo, Chen-Han Ho, Cherin Joseph, Jaikrishnan Menon, Mario Paulo Drumond, Robin Paul, Sharath Prasad, Pradip Valathol, Karthikeyan Sankaralingam
2015	B	`conf`	Performance evaluation of a DySER FPGA prototype system spanning the compiler, microarchitecture, and hardware implementation. ISPASS Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Ranjini Nagaraju, Zachary Marzec, Preeti Agarwal, Chris Frericks, Ryan Cofell, Karthikeyan Sankaralingam
2014	J	`jnl`	A Scheduling Framework for Spatial Architectures Across Multiple Constraint-Solving Theories. ACM Trans. Program. Lang. Syst. Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili
2014	A	`conf`	Hands-on introduction to computer science at the freshman level. SIGCSE Raghuraman Balasubramanian, Zachary York, Matthew Doran, Aritra Biswas, Timur Girgin, Karthikeyan Sankaralingam
2014	—	`conf`	Memory processing units. Hot Chips Symposium Jaikrishnan Menon, Lorenzo De Carli, Vijayraghavan Thiruvengadam, Karthikeyan Sankaralingam, Cristian Estan
2014	A*	`conf`	Understanding the impact of gate-level physical reliability effects on whole program execution. HPCA Raghuraman Balasubramanian, Karthikeyan Sankaralingam
2013	A*	`conf`	A general constraint-centric scheduling framework for spatial architectures. PLDI Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili
2013	B	`conf`	Breaking SIMD shackles with an exposed flexible microarchitecture and the access execute PDG. PACT Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam
2013	A*	`conf`	ConAir: featherweight concurrency bug recovery via single-threaded idempotent execution. ASPLOS Wei Zhang, Marc de Kruijf, Ang Li, Shan Lu, Karthikeyan Sankaralingam
2013	J	`jnl`	Constraint centric scheduling guide. SIGARCH Comput. Archit. News Michael Sartin-Tarm, Tony Nowatzki, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan
2013	Misc	`conf`	Dynamic hardware specialization-using moore's bounty without burning the chip down. CASES Karthikeyan Sankaralingam
2013	A	`conf`	Idempotent code generation: Implementation, analysis, and evaluation. CGO Marc de Kruijf, Karthikeyan Sankaralingam
2013	J	`jnl`	Multicore Model from Abstract Single Core Inputs. IEEE Comput. Archit. Lett. Emily R. Blem, Hadi Esmaeilzadeh, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger
2013	J	`jnl`	Power challenges may end the multicore era. Commun. ACM Hadi Esmaeilzadeh, Emily R. Blem, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger
2013	A*	`conf`	Power struggles: Revisiting the RISC vs. CISC debate on contemporary ARM and x86 architectures. HPCA Emily R. Blem, Jaikrishnan Menon, Karthikeyan Sankaralingam
2013	—	`conf`	SWSL: SoftWare Synthesis for network Lookup. ANCS Sung Jin Kim, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan
2013	A*	`conf`	Virtually-aged sampling DMR: unifying circuit failure prediction and circuit failure detection. MICRO Raghuraman Balasubramanian, Karthikeyan Sankaralingam
2012	J	`jnl`	Dark Silicon and the End of Multicore Scaling. IEEE Micro Hadi Esmaeilzadeh, Emily R. Blem, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger
2012	A*	`conf`	Design, integration and implementation of the DySER hardware accelerator into OpenSPARC. HPCA Jesse Benson, Ryan Cofell, Chris Frericks, Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam
2012	J	`jnl`	DySER: Unifying Functionality and Parallelism Specialization for Energy-Efficient Computing. IEEE Micro Venkatraman Govindaraju, Chen-Han Ho, Tony Nowatzki, Jatin Chhugani, Nadathur Satish, Karthikeyan Sankaralingam, Changkyu Kim
2012	—	`conf`	LEAP: latency- energy- and area-optimized lookup pipeline. ANCS Eric N. Harris, Samuel L. Wasmundt, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan
2012	B	`conf`	Mechanisms and Evaluation of Cross-Layer Fault-Tolerance for Supercomputing. ICPP Chen-Han Ho, Marc de Kruijf, Karthikeyan Sankaralingam, Barry Rountree, Martin Schulz, Bronis R. de Supinski
2012	J	`jnl`	Power Limitations and Dark Silicon Challenge the Future of Multicore. ACM Trans. Comput. Syst. Hadi Esmaeilzadeh, Emily R. Blem, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger
2012	A*	`conf`	Static analysis and compiler design for idempotent processing. PLDI Marc de Kruijf, Karthikeyan Sankaralingam, Somesh Jha
2012	A*	`conf`	iGPU: Exception support and speculative execution on GPUs. ISCA Jaikrishnan Menon, Marc de Kruijf, Karthikeyan Sankaralingam
2011	A*	`conf`	Dark silicon and the end of multicore scaling. ISCA Hadi Esmaeilzadeh, Emily R. Blem, Renée St. Amant, Karthikeyan Sankaralingam, Doug Burger
2011	A*	`conf`	Dynamically Specialized Datapaths for energy efficient computing. HPCA Venkatraman Govindaraju, Chen-Han Ho, Karthikeyan Sankaralingam
2011	—	`conf`	Experiences in Co-designing a Packet Classification Algorithm and a Flexible Hardware Platform. ANCS Nilay Vaish, Thawan Kooburat, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan
2011	A*	`conf`	Idempotent processor architecture. MICRO Marc de Kruijf, Karthikeyan Sankaralingam
2011	A*	`conf`	Sampling + DMR: practical and low-overhead permanent fault detection. ISCA Shuou Nomura, Matthew D. Sinclair, Chen-Han Ho, Venkatraman Govindaraju, Marc de Kruijf, Karthikeyan Sankaralingam
2010	A	`conf`	A fast and highly accurate path delay emulation framework for logic-emulation of timing speculation. ITC Shuou Nomura, Karthikeyan Sankaralingam, Ranganathan Sankaralingam
2010	A	`conf`	A unified model for timing speculation: Evaluating the impact of technology scaling, CMOS design style, and fault recovery mechanism. DSN Marc de Kruijf, Shuou Nomura, Karthikeyan Sankaralingam
2010	B	`conf`	Design and implementation of the PLUG architecture for programmable and efficient network lookups. PACT Amit Kumar, Lorenzo De Carli, Sung Jin Kim, Marc de Kruijf, Karthikeyan Sankaralingam, Cristian Estan, Somesh Jha
2010	A*	`conf`	Relax: an architectural framework for software recovery of hardware faults. ISCA Marc de Kruijf, Shuou Nomura, Karthikeyan Sankaralingam
2009	B	`conf`	Evaluating GPUs for network packet signature matching. ISPASS Randy Smith, Neelam Goyal, Justin Ormont, Karthikeyan Sankaralingam, Cristian Estan
2009	J	`jnl`	MapReduce for the Cell Broadband Engine Architecture. IBM J. Res. Dev. Marc de Kruijf, Karthikeyan Sankaralingam
2009	A*	`conf`	PLUG: flexible lookup modules for rapid deployment of new protocols in high-speed routers. SIGCOMM Lorenzo De Carli, Yi Pan, Amit Kumar, Cristian Estan, Karthikeyan Sankaralingam
2008	A*	`conf`	Toward a multicore architecture for real-time ray-tracing. MICRO Venkatraman Govindaraju, Peter Djeu, Karthikeyan Sankaralingam, Mary K. Vernon, William R. Mark
2007	—	`conf`	Implementation and Evaluation of a Dynamically Routed Processor Operand Network. NOCS Paul Gratz, Karthikeyan Sankaralingam, Heather Hanson, Premkishore Shivakumar, Robert G. McDonald, Stephen W. Keckler, Doug Burger
2007	A*	`conf`	Implementing Signatures for Transactional Memory. MICRO Daniel Sánchez, Luke Yen, Mark D. Hill, Karthikeyan Sankaralingam
2007	J	`jnl`	On-Chip Interconnection Networks of the TRIPS Chip. IEEE Micro Paul Gratz, Changkyu Kim, Karthikeyan Sankaralingam, Heather Hanson, Premkishore Shivakumar, Stephen W. Keckler, Doug Burger
2006	A*	`conf`	Dataflow Predication. MICRO Aaron Smith, Ramadass Nagarajan, Karthikeyan Sankaralingam, Robert G. McDonald, Doug Burger, Stephen W. Keckler, Kathryn S. McKinley
2006	A*	`conf`	Distributed Microarchitectural Protocols in the TRIPS Prototype Processor. MICRO 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
2004	—	`conf`	General parallel computations on desktop grid and P2P systems. LCR James C. Browne, Madhulika Yalamanchi, Kevin Kane, Karthikeyan Sankaralingam
2004	J	`jnl`	TRIPS: A polymorphous architecture for exploiting ILP, TLP, and DLP. ACM Trans. Archit. Code Optim. Karthikeyan Sankaralingam, Ramadass Nagarajan, Haiming Liu, Changkyu Kim, Jaehyuk Huh, Nitya Ranganathan, Doug Burger, Stephen W. Keckler, Robert G. McDonald, Charles R. Moore
2003	A	`conf`	Distributed Pagerank for P2P Systems. HPDC Karthikeyan Sankaralingam, Simha Sethumadhavan, James C. Browne
2003	A*	`conf`	Exploiting ILP, TLP and DLP with the Polymorphous TRIPS Architecture. ISCA Karthikeyan Sankaralingam, Ramadass Nagarajan, Haiming Liu, Changkyu Kim, Jaehyuk Huh, Doug Burger, Stephen W. Keckler, Charles R. Moore
2003	J	`jnl`	Exploiting ILP, TLP, and DLP with the Polymorphous TRIPS Architecture. IEEE Micro Karthikeyan Sankaralingam, Ramadass Nagarajan, Haiming Liu, Changkyu Kim, Jaehyuk Huh, Doug Burger, Stephen W. Keckler, Charles R. Moore
2003	J	`jnl`	Pagerank Computation and Keyword Search on Distributed Systems and P2P Networks. J. Grid Comput. Karthikeyan Sankaralingam, Madhulika Yalamanchi, Simha Sethumadhavan, James C. Browne
2003	C	`conf`	Routed Inter-ALU Networks for ILP Scalability and Performance. ICCD Karthikeyan Sankaralingam, Vincent Ajay Singh, Stephen W. Keckler, Doug Burger
2003	A*	`conf`	Universal Mechanisms for Data-Parallel Architectures. MICRO Karthikeyan Sankaralingam, Stephen W. Keckler, William R. Mark, Doug Burger
2001	A*	`conf`	A design space evaluation of grid processor architectures. MICRO Ramadass Nagarajan, Karthikeyan Sankaralingam, Doug Burger, Stephen W. Keckler