Nachiket Kapre

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 55

Top Topics

Machine Learning

Embedded Systems

Fpga Implementation

Top Venues

Publications

Zhuanhao Wu, Marat Bekmyrza, Nachiket Kapre, Hiren Patel
Ditty: Directory-based Cache Coherence for Multicore Safety-critical Systems. DATE (2023)
Niansong Zhang, Xiang Chen, Nachiket Kapre
RapidLayout: Fast Hard Block Placement of FPGA-optimized Systolic Arrays Using Evolutionary Algorithm. ACM Trans. Reconfigurable Technol. Syst. 15 (4) (2022)
Srinirdheeshwar Kuttuva Prakash, Hiren Patel, Nachiket Kapre
Managing HBM Bandwidth on Multi-Die FPGAs with FPGA Overlay NoCs. FCCM (2022)
Gurshaant Malik, Ian Elmor Lang, Rodolfo Pellizzoni, Nachiket Kapre
HopliteML: Evolving Application Customized FPGA NoCs with Adaptable Routers and Regulators. ACM Trans. Reconfigurable Technol. Syst. 15 (4) (2022)
Frederick Tombs, Alireza Mellat, Nachiket Kapre
Mocarabe: High-Performance Time-Multiplexed Overlays for FPGAs. FCCM (2021)
Ian Elmor Lang, Nachiket Kapre, Rodolfo Pellizzoni
Worst-case latency analysis for the versal NoC network packet switch. NOCS (2021)
Gurshaant Singh Malik, Lucian Petrica, Nachiket Kapre, Michaela Blott
DarwiNN: efficient distributed neuroevolution under communication constraints. GECCO Companion (2020)
Niansong Zhang, Xiang Chen, Nachiket Kapre
RapidLayout: Fast Hard Block Placement of FPGA-optimized Systolic Arrays using Evolutionary Algorithms. CoRR (2020)
Ian Elmor Lang, Ziqiang Huang, Nachiket Kapre
Exploring The Impact Of Switch Arity On Butterfly Fat Tree Fpga Nocs. FCCM (2020)
Niansong Zhang, Xiang Chen, Nachiket Kapre
RapidLayout: Fast Hard Block Placement of FPGA-Optimized Systolic Arrays using Evolutionary Algorithms. FPL (2020)
Gurshaant Malik, Ian Elmor Lang, Rodolfo Pellizzoni, Nachiket Kapre
Learn the Switches: Evolving FPGA NoCs with Stall-Free and Backpressure Based Routers. FPL (2020)
Tushar Garg, Saud Wasly, Rodolfo Pellizzoni, Nachiket Kapre
HopliteBuf: Network Calculus-Based Design of FPGA NoCs with Provably Stall-Free FIFOs. ACM Trans. Reconfigurable Technol. Syst. 13 (2) (2020)
Tushar Garg, Saud Wasly, Rodolfo Pellizzoni, Nachiket Kapre
HopliteBuf: FPGA NoCs with Provably Stall-Free FIFOs. FPGA (2019)
Gurshaant Singh Malik, Nachiket Kapre
Enhancing Butterfly Fat Tree NoCs for FPGAs with Lightweight Flow Control. FPGA (2019)
Long Chung Chan, Gurshaant Malik, Nachiket Kapre
Partitioning FPGA-Optimized Systolic Arrays for Fun and Profit. FPT (2019)
Gurshaant Singh Malik, Nachiket Kapre
Enhancing Butterfly Fat Tree NoCs for FPGAs with Lightweight Flow Control. FCCM (2019)
Leo Liu, Jay Weng, Nachiket Kapre
RapidRoute: Fast Assembly of Communication Structures for FPGA Overlays. FCCM (2019)
Ananda Samajdar, Tushar Garg, Tushar Krishna, Nachiket Kapre
Scaling the Cascades: Interconnect-Aware FPGA Implementation of Machine Learning Problems. FPL (2019)
Leo Liu, Nachiket Kapre
Timing-Aware Routing in the RapidWright Framework. FPL (2019)
Asif Islam, Nachiket Kapre
LegUp-NoC: High-Level Synthesis of Loops with Indirect Addressing. FCCM (2018)
Benjamin Morcos, Terrence C. Stewart, Chris Eliasmith, Nachiket Kapre
Implementing NEF Neural Networks on Embedded FPGAs. FPT (2018)
Nachiket Kapre, Tushar Krishna
FastTrack: Leveraging Heterogeneous FPGA Wires to Design Low-Cost High-Performance Soft NoCs. ISCA (2018)
Siddhartha, Nachiket Kapre
DaCO: A High-Performance Token Dataflow Coprocessor Overlay for FPGAs. FPT (2018)
Gopalakrishna Hegde, Siddhartha, Nachiket Kapre
CaffePresso: Accelerating Convolutional Networks on Embedded SoCs. ACM Trans. Embed. Comput. Syst. 17 (1) (2018)
Siddhartha, Nachiket Kapre
Hoplite-Q: Priority-Aware Routing in FPGA Overlay NoCs. FCCM (2018)
Nachiket Kapre, Tushar Krishna
FastTrack: Exploiting Fast FPGA Wiring for Implementing NoC Shortcuts (Abstract Only). FPGA (2018)
Nachiket Kapre
Implementing FPGA Overlay NoCs Using the Xilinx UltraScale Memory Cascades. FCCM (2017)
Deheng Ye, Zhenchang Xing, Nachiket Kapre
The structure and dynamics of knowledge network in domain-specific Q&A sites: a case study of stack overflow. Empir. Softw. Eng. 22 (1) (2017)
Chethan Kumar H. B, Prashant Ravi, Gourav Modi, Nachiket Kapre
120-core microAptiv MIPS Overlay for the Terasic DE5-NET FPGA board. FPGA (2017)
Saud Wasly, Rodolfo Pellizzoni, Nachiket Kapre
HopliteRT: An efficient FPGA NoC for real-time applications. FPT (2017)
Nachiket Kapre
Deflection-routed butterfly fat trees on FPGAs. FPL (2017)
Nachiket Kapre, Hiren Patel
Applying Models of Computation to OpenCL Pipes for FPGA Computing. IWOCL (2017)
Nachiket Kapre
On Bit-Serial NoCs for FPGAs. FCCM (2017)
Nachiket Kapre, Jan Gray
Hoplite: A Deflection-Routed Directional Torus NoC for FPGAs. ACM Trans. Reconfigurable Technol. Syst. 10 (2) (2017)
Siddhartha, Nachiket Kapre
eBSP: Managing NoC traffic for BSP workloads on the 16-core Adapteva Epiphany-III processor. DATE (2017)
Kizheppatt Vipin, Jan Gray, Nachiket Kapre
Enabling partial reconfiguration and low latency routing using segmented FPGA NoCs. FPL (2017)
Siddhartha, Nachiket Kapre
Out-of-Order Dataflow Scheduling for FPGA Overlays. CoRR (2017)
Nachiket Kapre
Optimizing Soft Vector Processing in FPGA-Based Embedded Systems. ACM Trans. Reconfigurable Technol. Syst. 9 (3) (2016)
Deheng Ye, Zhenchang Xing, Jing Li, Nachiket Kapre
Software-specific part-of-speech tagging: an experimental study on stack overflow. SAC (2016)
Que Yanghua, Harnhua Ng, Nachiket Kapre
Boosting convergence of timing closure using feature selection in a Learning-driven approach. FPL (2016)
Gopalakrishna Hegde, Siddhartha, Nachiappan Ramasamy, Nachiket Kapre
CaffePresso: an optimized library for deep learning on embedded accelerator-based platforms. CASES (2016)
Deheng Ye, Zhenchang Xing, Chee Yong Foo, Jing Li, Nachiket Kapre
Learning to Extract API Mentions from Informal Natural Language Discussions. ICSME (2016)
Deheng Ye, Zhenchang Xing, Chee Yong Foo, Zi Qun Ang, Jing Li, Nachiket Kapre
Software-Specific Named Entity Recognition in Software Engineering Social Content. SANER (2016)
Que Yanghua, Chinnakkannu Adaikkala Raj, Harnhua Ng, Kirvy Teo, Nachiket Kapre
Case for Design-Specific Machine Learning in Timing Closure of FPGA Designs. FPGA (2016)
Li Ting, Harri Wijaya, Nachiket Kapre
Machine-Learning driven Auto-Tuning of High-Level Synthesis for FPGAs (Abstract Only). FPGA (2016)
Kumar H. B. Chethan, Nachiket Kapre
Hoplite-DSP: Harnessing the Xilinx DSP48 multiplexers to efficiently support NoCs on FPGAs. FPL (2016)
Nachiket Kapre
Marathon: Statically-Scheduled Conflict-Free Routing on FPGA Overlay NoCs. FCCM (2016)
Prashant Ravi, Uma Syam, Nachiket Kapre
Preventive Detection of Mosquito Populations using Embedded Machine Learning on Low Power IoT Platforms. ACM DEV (2016)
Nachiket Kapre, Siddhartha
Communication Optimization for the 16-Core Epiphany Floating-Point Processor Array. FCCM (2016)
Kumar H. B. Chethan, Shubham Agarwal, Nachiket Kapre
Deflection routing for multi-level FPGA overlay NoCs. FPT (2016)
Gopalakrishna Hegde, Siddhartha, Nachiappan Ramasamy, Vamsi Buddha, Nachiket Kapre
Evaluating Embedded FPGA Accelerators for Deep Learning Applications. FCCM (2016)
Nachiket Kapre, Deheng Ye
GPU-Accelerated High-Level Synthesis for Bitwidth Optimization of FPGA Datapaths. FPGA (2016)
Nachiket Kapre, Samuel Bayliss
Survey of domain-specific languages for FPGA computing. FPL (2016)
Que Yanghua, Nachiket Kapre, Harnhua Ng, Kirvy Teo
Improving Classification Accuracy of a Machine Learning Approach for FPGA Timing Closure. FCCM (2016)
Sidharth Maheshwari, Gourav Modi, Siddhartha, Nachiket Kapre
Vector FPGA acceleration of 1-D DWT computations using sparse matrix skeletons. FPL (2016)
Andrew Bean, Nachiket Kapre, Peter Y. K. Cheung
G-DMA: improving memory access performance for hardware accelerated sparse graph computation. ReConFig (2015)
Nachiket Kapre
Custom FPGA-based soft-processors for sparse graph acceleration. ASAP (2015)
Abid Rafique, George A. Constantinides, Nachiket Kapre
Communication Optimization of Iterative Sparse Matrix-Vector Multiply on GPUs and FPGAs. IEEE Trans. Parallel Distributed Syst. 26 (1) (2015)
Nachiket Kapre, Bibin Chandrashekaran, Harnhua Ng, Kirvy Teo
Driving Timing Convergence of FPGA Designs through Machine Learning and Cloud Computing. FCCM (2015)
Nachiket Kapre, Harnhua Ng, Kirvy Teo, Jaco Naude
InTime: A Machine Learning Approach for Efficient Selection of FPGA CAD Tool Parameters. FPGA (2015)
Hui Yan Cheah, Suhaib A. Fahmy, Nachiket Kapre
On Data Forwarding in Deeply Pipelined Soft Processors. FPGA (2015)
Gopalakrishna Hegde, Nachiket Kapre
Energy-Efficient Acceleration of OpenCV Saliency Computation Using Soft Vector Processors. FCCM (2015)
Nachiket Kapre, Han Jianglei, Andrew Bean, Pradeep Moorthy, Siddhartha
GraphMMU: Memory Management Unit for Sparse Graph Accelerators. IPDPS Workshops (2015)
Pradeep Moorthy, Nachiket Kapre
Zedwulf: Power-Performance Tradeoffs of a 32-Node Zynq SoC Cluster. FCCM (2015)
Nachiket Kapre, Jayakrishnan Selva Kumar, Parjanya Gupta, Sagar Shrishailappa Masuti, Sylvain Barbot
Limits of FPGA acceleration of 3D Green's Function computation for geophysical applications. FPL (2015)
Lim Hui Hui, Nachiket Kapre
Enhancing Speedups for FPGA Accelerated SPICE through Frequency Scaling and Precision Reduction. IPDPS Workshops (2015)
Nachiket Kapre, Jan Gray
Hoplite: Building austere overlay NoCs for FPGAs. FPL (2015)
Siddhartha, Nachiket Kapre
FPGA Acceleration of Irregular Iterative Computations using Criticality-Aware Dataflow Optimizations (Abstract Only). FPGA (2015)
Nachiket Kapre, Pradeep Moorthy
A Case for Embedded FPGA-based SoCs in Energy-Efficient Acceleration of Graph Problems. Supercomput. Front. Innov. 2 (3) (2015)
Nachiket Kapre
Sparse Graph Processing with Soft-Processors. FCCM (2015)
Siddhartha, Nachiket Kapre
Breaking Sequential Dependencies in FPGA-Based Sparse LU Factorization. FCCM (2014)
Siddhartha, Nachiket Kapre
Fanout decomposition dataflow optimizations for FPGA-based Sparse LU factorization. FPT (2014)
Siddhartha, Nachiket Kapre
Heterogeneous dataflow architectures for FPGA-based sparse LU factorization. FPL (2014)
Hui Yan Cheah, Suhaib A. Fahmy, Nachiket Kapre
Analysis and optimization of a deeply pipelined FPGA soft processor. FPT (2014)
Sagar Shrishailappa Masuti, Sylvain Barbot, Nachiket Kapre
Relax-Miracle: GPU parallelization of semi-analytic fourier-domain solvers for earthquake modeling. HiPC (2014)
Edward A. Stott, Joshua M. Levine, Peter Y. K. Cheung, Nachiket Kapre
Timing Fault Detection in FPGA-Based Circuits. FCCM (2014)
Deheng Ye, Nachiket Kapre
MixFX-SCORE: Heterogeneous Fixed-Point Compilation of Dataflow Computations. FCCM (2014)
Soh Jun Jie, Nachiket Kapre
Comparing soft and hard vector processing in FPGA-based embedded systems. FPL (2014)
Nachiket Kapre
Exploiting Input Parameter Uncertainty for Reducing Datapath Precision of SPICE Device Models. FCCM (2013)
Abid Rafique, Nachiket Kapre, George A. Constantinides
Application Composition and Communication Optimization in Iterative Solvers Using FPGAs. FCCM (2013)
Kizheppatt Vipin, Shanker Shreejith, Dulitha Gunasekera, Suhaib A. Fahmy, Nachiket Kapre
System-level FPGA device driver with high-level synthesis support. FPT (2013)
Hélène Martorell, Nachiket Kapre
FX-SCORE: A Framework for Fixed-Point Compilation of SPICE Device Models Using Gappa++. FCCM (2012)
Nachiket Kapre, André DeHon
${\rm SPICE}^2$: Spatial Processors Interconnected for Concurrent Execution for Accelerating the SPICE Circuit Simulator Using an FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31 (1) (2012)
Abid Rafique, Nachiket Kapre, George A. Constantinides
A High Throughput FPGA-Based Implementation of the Lanczos Method for the Symmetric Extremal Eigenvalue Problem. ARC (2012)
Abid Rafique, Nachiket Kapre, George A. Constantinides
Enhancing performance of Tall-Skinny QR factorization using FPGAs. FPL (2012)
Michael DeLorimier, Nachiket Kapre, Nikil Mehta, André DeHon
Spatial hardware implementation for sparse graph algorithms in GraphStep. ACM Trans. Auton. Adapt. Syst. 6 (3) (2011)
Nachiket Kapre, André DeHon
An NoC Traffic Compiler for Efficient FPGA Implementation of Sparse Graph-Oriented Workloads. Int. J. Reconfigurable Comput. 2011 (2011)
Nachiket Kapre, André DeHon
VLIW-SCORE: Beyond C for sequential control of SPICE FPGA acceleration. FPT (2011)
Nachiket Kapre, André DeHon
An NoC Traffic Compiler for efficient FPGA implementation of Parallel Graph Applications. ReCoSoC (2010)
Karl Papadantonakis, Nachiket Kapre, Stephanie Chan, André DeHon
Pipelining Saturated Accumulation. IEEE Trans. Computers 58 (2) (2009)
Nachiket Kapre, André DeHon
Performance comparison of single-precision SPICE Model-Evaluation on FPGA, GPU, Cell, and multi-core processors. FPL (2009)
Nachiket Kapre, André DeHon
Accelerating SPICE Model-Evaluation using FPGAs. FCCM (2009)
Nachiket Kapre, André DeHon
Optimistic Parallelization of Floating-Point Accumulation. IEEE Symposium on Computer Arithmetic (2007)
Nachiket Kapre, Nikil Mehta, Michael DeLorimier, Raphael Rubin, Henry Barnor, Michael J. Wilson, Michael G. Wrighton, André DeHon
Packet Switched vs. Time Multiplexed FPGA Overlay Networks. FCCM (2006)
Michael DeLorimier, Nachiket Kapre, Nikil Mehta, Dominic Rizzo, Ian Eslick, Raphael Rubin, Tomás E. Uribe, Thomas F. Knight Jr., André DeHon
GraphStep: A System Architecture for Sparse-Graph Algorithms. FCCM (2006)
Karl Papadantonakis, Nachiket Kapre, Stephanie Chan, André DeHon
Pipelining Saturated Accumulation. FPT (2005)
André DeHon, Joshua Adams, Michael DeLorimier, Nachiket Kapre, Yuki Matsuda, Helia Naeimi, Michael C. Vanier, Michael G. Wrighton
Design Patterns for Reconfigurable Computing. FCCM (2004)