A Scalable Space-efficient In-database Interpretability Framework for Embedding-based Semantic SQL Queries.

Prabhakar Kudva

Prabhakar Kudva Rajesh Bordawekar Apoorva Nitsure A Scalable Space-efficient In-database Interpretability Framework for Embedding-based Semantic SQL Queries. 2023 abs/2302.12178 CoRR https://doi.org/10.48550/arXiv.2302.12178 db/journals/corr/corr2302.html#abs-2302-12178

Rupesh Raj Karn Prabhakar Kudva Ibrahim M. Elfadel Learning Without Forgetting: A New Framework for Network Cyber Security Threat Detection. 137042-137062 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3115946 db/journals/access/access9.html#KarnKE21

Rupesh Raj Karn Prabhakar Kudva Hai Huang 0002 Sahil Suneja Ibrahim M. Elfadel Cryptomining Detection in Container Clouds Using System Calls and Explainable Machine Learning. 674-691 2021 32 IEEE Trans. Parallel Distributed Syst. 3 https://doi.org/10.1109/TPDS.2020.3029088 db/journals/tpds/tpds32.html#KarnKHSE21

Rupesh Raj Karn Prabhakar Kudva Ibrahim Abe M. Elfadel Dynamically Generated Compact Neural Networks for Task Progressive Learning. 1-5 2020 ISCAS https://doi.org/10.1109/ISCAS45731.2020.9181240 conf/iscas/2020 db/conf/iscas/iscas2020.html#KarnKE20

Rupesh Raj Karn Prabhakar Kudva Ibrahim Abe M. Elfadel Dynamic Autoselection and Autotuning of Machine Learning Models for Cloud Network Analytics. 1052-1064 2019 30 IEEE Trans. Parallel Distributed Syst. 5 https://doi.org/10.1109/TPDS.2018.2876844 https://www.wikidata.org/entity/Q129064209 db/journals/tpds/tpds30.html#KarnKE19

Karthik Swaminathan Ramon Bertran Hans M. Jacobson Prabhakar Kudva Pradip Bose Generation of Stressmarks for Early Stage Soft-Error Modeling. 42-48 2019 DSN (Supplements) https://doi.org/10.1109/DSN-S.2019.00022 conf/dsn/2019s db/conf/dsn/dsn2019s.html#SwaminathanBJKB19 Rupesh Raj Karn Prabhakar Kudva Ibrahim M. Elfadel Criteria for Learning without Forgetting in Artificial Neural Networks. 90-97 2019 ICCC https://doi.org/10.1109/ICCC.2019.00027 conf/ieeeiccc/2019 db/conf/ieeeiccc/ieeeiccc2019.html#KarnKE19 Lang Feng 0001 Prabhakar Kudva Dilma Da Silva Jiang Hu 0001 Exploring Serverless Computing for Neural Network Training. 334-341 2018 IEEE CLOUD https://doi.org/10.1109/CLOUD.2018.00049 https://doi.ieeecomputersociety.org/10.1109/CLOUD.2018.00049 conf/IEEEcloud/2018 db/conf/IEEEcloud/IEEEcloud2018.html#FengKSH18 Byung-Chul Tak Hyekyung Kim Sahil Suneja Canturk Isci Prabhakar Kudva Security Analysis of Container Images Using Cloud Analytics Framework. 116-133 2018 ICWS https://doi.org/10.1007/978-3-319-94289-6_8 conf/icws2/2018 db/conf/icws2/icws2018.html#TakKSIK18 Eli Arbel Shlomit Koyfman Prabhakar Kudva Shiri Moran Automated detection and verification of parity-protected memory elements. 1-8 2014 ICCAD https://doi.org/10.1109/ICCAD.2014.7001322 http://dl.acm.org/citation.cfm?id=2691367 conf/iccad/2014 db/conf/iccad/iccad2014.html#ArbelKKM14

Michail Maniatakos Prabhakar Kudva Bruce M. Fleischer Yiorgos Makris Low-Cost Concurrent Error Detection for Floating-Point Unit (FPU) Controllers. 1376-1388 2013 62 IEEE Trans. Computers 7 https://doi.org/10.1109/TC.2012.81 http://doi.ieeecomputersociety.org/10.1109/TC.2012.81 db/journals/tc/tc62.html#ManiatakosKFM13

Helia Naeimi Suriya Natarajan Kushagra Vaid Prabhakar Kudva Mahesh Natu Innovative practices session 5C: Cloud atlas - Unreliability through massive connectivity. 1 2013 VTS https://doi.org/10.1109/VTS.2013.6548907 https://doi.ieeecomputersociety.org/10.1109/VTS.2013.6548907 conf/vts/2013 db/conf/vts/vts2013.html#NaeimiNVKN13

Jude A. Rivers Meeta Sharma Gupta Jeonghee Shin Prabhakar Kudva Pradip Bose Error Tolerance in Server Class Processors. 945-959 2011 30 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 7 https://doi.org/10.1109/TCAD.2011.2158100 db/journals/tcad/tcad30.html#RiversGSKB11

Michail Maniatakos Yiorgos Makris Prabhakar Kudva Bruce M. Fleischer Exponent monitoring for low-cost concurrent error detection in FPU control logic. 235-240 2011 VTS https://doi.org/10.1109/VTS.2011.5783727 conf/vts/2011 db/conf/vts/vts2011.html#ManiatakosMKF11 Pradip Bose Alper Buyuktosunoglu Chen-Yong Cher John A. Darringer Meeta Sharma Gupta Hendrik F. Hamann Hans M. Jacobson Prabhakar Kudva Eren Kursun Niti Madan Indira Nair Jude A. Rivers Jeonghee Shin Alan J. Weger Victor V. Zyuban Power-efficient, reliable microprocessor architectures: modeling and design methods. 299-304 2010 ACM Great Lakes Symposium on VLSI https://doi.org/10.1145/1785481.1785551 https://www.wikidata.org/entity/Q130949238 conf/glvlsi/2010 db/conf/glvlsi/glvlsi2010.html#BoseBCDGHJKKMNRSWZ10

Jude A. Rivers Prabhakar Kudva Reliability Challenges and System Performance at the Architecture Level. 62-73 2009 26 IEEE Des. Test Comput. 6 https://doi.org/10.1109/MDT.2009.153 http://doi.ieeecomputersociety.org/10.1109/MDT.2009.153 db/journals/dt/dt26.html#RiversK09

Pia N. Sanda Jeffrey W. Kellington Prabhakar Kudva Ronald N. Kalla Ryan B. McBeth Jerry Ackaret Ryan Lockwood John Schumann Christopher R. Jones Soft-error resilience of the IBM POWER6 processor. 275-284 2008 52 IBM J. Res. Dev. 3 https://doi.org/10.1147/rd.523.0275 db/journals/ibmrd/ibmrd52.html#SandaKKKMALSJ08

Carl A. Bender Pia N. Sanda Prabhakar Kudva Ricardo Mata Vikas Pokala Ryan Haraden Matthew Schallhorn Soft-error resilience of the IBM POWER6 processor input/output subsystem. 285-292 2008 52 IBM J. Res. Dev. 3 https://doi.org/10.1147/rd.523.0285 db/journals/ibmrd/ibmrd52.html#BenderSKMPHS08

Jude A. Rivers Pradip Bose Prabhakar Kudva John-David Wellman Pia N. Sanda Ethan H. Cannon Luiz C. Alves Phaser: Phased methodology for modeling the system-level effects of soft errors. 293-306 2008 52 IBM J. Res. Dev. 3 https://doi.org/10.1147/rd.523.0293 db/journals/ibmrd/ibmrd52.html#RiversBKWSCA08

Pradeep Ramachandran Prabhakar Kudva Jeffrey W. Kellington John Schumann Pia N. Sanda Statistical Fault Injection. 122-127 2008 DSN https://doi.org/10.1109/DSN.2008.4630080 https://doi.ieeecomputersociety.org/10.1109/DSN.2008.4630080 conf/dsn/2008 db/conf/dsn/dsn2008.html#RamachandranKKSS08 Nana B. Sam Sally A. McKee Prabhakar Kudva Rethinking Processor Design: Parameter Correlations. 156-159 2006 ICECS https://doi.org/10.1109/ICECS.2006.379743 conf/icecsys/2006 db/conf/icecsys/icecsys2006.html#SamMK06 Victor N. Kravets Prabhakar Kudva Implicit enumeration of structural changes in circuit optimization. 438-441 2004 conf/dac/2004 DAC https://doi.org/10.1145/996566.996691 https://www.wikidata.org/entity/Q59276400 db/conf/dac/dac2004.html#KravetsK04

Prabhakar Kudva Andrew Sullivan William E. Dougherty Measurements for structural logic synthesis optimizations. 665-674 2003 22 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 6 https://doi.org/10.1109/TCAD.2003.811456 db/journals/tcad/tcad22.html#KudvaSD03

Yiu-Hing Chan Prabhakar Kudva Lisa B. Lacey Gregory A. Northrop Thomas E. Rosser Physical synthesis methodology for high performance microprocessors. 696-701 2003 conf/dac/2003 DAC https://doi.org/10.1145/775832.776009 https://www.wikidata.org/entity/Q130956317 db/conf/dac/dac2003.html#ChanKLNR03 Victor N. Kravets Prabhakar Kudva Understanding metrics in logic synthesis for routability enhancement. 3-5 2003 conf/slip/2003 SLIP https://doi.org/10.1145/639929.639931 https://www.wikidata.org/entity/Q59276401 db/conf/slip/slip2003.html#KravetsK03 Hans M. Jacobson Prabhakar Kudva Pradip Bose Peter W. Cook Stanley Schuster Synchronous Interlocked Pipelines. 3-12 2002 conf/async/2002 ASYNC https://doi.org/10.1109/ASYNC.2002.1000291 https://doi.ieeecomputersociety.org/10.1109/ASYNC.2002.1000291 db/conf/async/async2002.html#JacobsonKBCS02 Prabhakar Kudva Andrew Sullivan William E. Dougherty Metrics for structural logic synthesis. 551-556 2002 conf/iccad/2002 ICCAD https://doi.org/10.1145/774572.774653 https://doi.org/10.1109/ICCAD.2002.1167586 https://doi.ieeecomputersociety.org/10.1109/ICCAD.2002.1167586 db/conf/iccad/iccad2002.html#KudvaSD02 Prabhakar Kudva Andrew Sullivan William E. Dougherty Metrics for Structural Logic Synthesis. 1-6 2002 conf/iwls/2002 IWLS db/conf/iwls/iwls2002.html#KudvaSD02 Pradip Bose David M. Brooks Alper Buyuktosunoglu Peter W. Cook K. Das Philip G. Emma Michael Gschwind Hans M. Jacobson Tejas Karkhanis Prabhakar Kudva Stanley Schuster James E. Smith 0001 Viji Srinivasan Victor V. Zyuban David H. Albonesi Sandhya Dwarkadas Early-Stage Definition of LPX: A Low Power Issue-Execute Processor. 1-17 2002 conf/pacs/2002 PACS https://doi.org/10.1007/3-540-36612-1_1 db/conf/pacs/pacs2002.html#BoseBBCDEGJKKSSSZAD02 W. Chen Wei Hwang Prabhakar Kudva George Gristede Stephen V. Kosonocky Rajiv V. Joshi Mixed multi-threshold differential cascode voltage switch (MT-DCVS) circuit styles and strategies for low power VLSI design. 263-266 2001 conf/islped/2001 ISLPED https://doi.org/10.1145/383082.383156 db/conf/islped/islped2001.html#ChenHKGKJ01

Frederik Beeftink Prabhakar Kudva David S. Kung 0001 Ruchir Puri Leon Stok Combinatorial cell design for CMOS libraries. 67-93 2000 29 Integr. 1 https://doi.org/10.1016/S0167-9260(99)00024-3 db/journals/integration/integration29.html#BeeftinkKKPS00

David M. Brooks Pradip Bose Stanley Schuster Hans M. Jacobson Prabhakar Kudva Alper Buyuktosunoglu John-David Wellman Victor V. Zyuban Manish Gupta Peter W. Cook Power-Aware Microarchitecture: Design and Modeling Challenges for Next-Generation Microprocessors. 26-44 2000 20 IEEE Micro 6 https://doi.org/10.1109/40.888701 http://doi.ieeecomputersociety.org/10.1109/40.888701 db/journals/micro/micro20.html#BrooksBSJKBWZGC00

Hans M. Jacobson Erik Brunvand Ganesh Gopalakrishnan Prabhakar Kudva High-Level Asynchronous System Design Using the ACK Framework. 93-103 2000 conf/async/2000 ASYNC https://doi.org/10.1109/ASYNC.2000.836975 https://doi.ieeecomputersociety.org/10.1109/ASYNC.2000.836975 db/conf/async/async2000.html#JacobsonBGK00 Wilm E. Donath Prabhakar Kudva Leon Stok Paul Villarrubia Lakshmi N. Reddy Andrew Sullivan Kanad Chakraborty Transformational Placement and Synthesis. 194-201 2000 conf/date/2000 DATE https://doi.org/10.1109/DATE.2000.840038 https://doi.ieeecomputersociety.org/10.1109/DATE.2000.840038 https://doi.org/10.1145/343647.343732 db/conf/date/date2000.html#DonathKSVRSC00

Ganesh Gopalakrishnan Prabhakar Kudva Erik Brunvand Peephole optimization of asynchronous macromodule networks. 30-37 1999 7 IEEE Trans. Very Large Scale Integr. Syst. 1 https://doi.org/10.1109/92.748198 db/journals/tvlsi/tvlsi7.html#GopalakrishnanKB99

Wilm E. Donath Prabhakar Kudva Lakshmi N. Reddy Performance Driven Optimization of Network Length in Physical Placement. 258-265 1999 conf/iccd/1999 ICCD https://doi.org/10.1109/ICCD.1999.808434 https://doi.ieeecomputersociety.org/10.1109/ICCD.1999.808434 db/conf/iccd/iccd1999.html#DonathKR99 Frederik Beeftink Prabhakar Kudva David S. Kung 0001 Leon Stok Gate-size selection for standard cell libraries. 545-550 1998 conf/iccad/1998 ICCAD https://doi.org/10.1145/288548.289084 https://doi.ieeecomputersociety.org/10.1109/ICCAD.1998.743051 db/conf/iccad/iccad1998.html#BeeftinkKKS98 José A. Tierno Prabhakar Kudva Asynchronous Transpose-Matrix Architectures. 423-428 1997 conf/iccd/1997 ICCD db/conf/iccd/iccd97.html#TiernoK97 https://doi.org/10.1109/ICCD.1997.628904 https://doi.ieeecomputersociety.org/10.1109/ICCD.1997.628904 Prabhakar Kudva Ganesh Gopalakrishnan Hans M. Jacobson A Technique for Synthesizing Distributed Burst-mode Circuits. 67-70 1996 conf/dac/1996 DAC https://doi.org/10.1145/240518.240532 db/conf/dac/dac96.html#KudvaGJ96 Prabhakar Kudva Ganesh Gopalakrishnan Hans M. Jacobson Steven M. Nowick Synthesis for Hazard-free Customized CMOS Complex-Gate Networks Under Multiple-Input Changes. 77-82 1996 conf/dac/1996 DAC https://doi.org/10.1145/240518.240534 db/conf/dac/dac96.html#KudvaGJN96 Prabhakar Kudva Venkatesh Akella A technique for estimating power in asynchronous circuits. 166-175 1994 ASYNC https://doi.org/10.1109/ASYNC.1994.656309 conf/async/1994 db/conf/async/async1994.html#KudvaA94 Prabhakar Kudva Ganesh Gopalakrishnan Erik Brunvand Venkatesh Akella Performance Analysis and Optimization of Asynchronous Circuits. 221-224 1994 conf/iccd/1994 ICCD db/conf/iccd/iccd1994.html#KudvaGBA94 https://doi.org/10.1109/ICCD.1994.331892 https://doi.ieeecomputersociety.org/10.1109/ICCD.1994.331892 Ganesh Gopalakrishnan Prabhakar Kudva Erik Brunvand Peephole Optimization of Asynchronous Macromodule Networks. 442-446 1994 conf/iccd/1994 ICCD db/conf/iccd/iccd1994.html#GopalakrishnanKB94 https://doi.org/10.1109/ICCD.1994.331946 https://doi.ieeecomputersociety.org/10.1109/ICCD.1994.331946 Prabhakar Kudva Venkatesh Akella Testing two-phase transition signaling based self-timed circuits in a synthesis environment. 104-111 1994 HLSS https://doi.org/10.1109/ISHLS.1994.302334 http://dl.acm.org/citation.cfm?id=254244 conf/isss/1994 db/conf/isss/hlss1994.html#KudvaA94

Tzung-Cheng Yang Jackson C. S. Yang Prabhakar Kudva Load-adaptive control of a single-link flexible manipulator. 85-91 1992 22 IEEE Trans. Syst. Man Cybern. 1 https://doi.org/10.1109/21.141313 db/journals/tsmc/tsmc22.html#YangYK92

Prabhat Jain Prabhakar Kudva Ganesh Gopalakrishnan Towards a Verification Technique for Large Synchronous Circuits. 109-122 1992 conf/cav/1992 CAV db/conf/cav/cav1992.html#JainKG92 https://doi.org/10.1007/3-540-56496-9_10

Kumpati S. Narendra Prabhakar Kudva Stable Adaptive Schemes for System Identification and Control-Part I. 542-551 1974 4 IEEE Trans. Syst. Man Cybern. 6 https://doi.org/10.1109/TSMC.1974.4309363 db/journals/tsmc/tsmc4.html#NarendraK74

Kumpati S. Narendra Prabhakar Kudva Stable Adaptive Schemes for System Identification and Control - Part II. 552-560 1974 4 IEEE Trans. Syst. Man Cybern. 6 https://doi.org/10.1109/TSMC.1974.4309364 db/journals/tsmc/tsmc4.html#NarendraK74a

Jerry Ackaret Venkatesh Akella David H. Albonesi Luiz C. Alves Eli Arbel Frederik Beeftink Carl A. Bender Rajesh Bordawekar Pradip Bose David Brooks 0001David M. Brooks Erik Brunvand Alper Buyuktosunoglu Ethan H. Cannon Kanad Chakraborty Yiu-Hing Chan W. Chen Chen-Yong Cher Peter W. Cook John A. Darringer K. Das Wilm E. Donath William E. Dougherty Sandhya Dwarkadas Ibrahim M. ElfadelIbrahim Abe M. Elfadel Philip G. Emma Lang Feng 0001 Bruce M. Fleischer Ganesh Gopalakrishnan George Gristede Michael Gschwind Manish Gupta Meeta Sharma Gupta Hendrik F. Hamann Ryan Haraden Jiang Hu 0001 Hai Huang 0002 Wei Hwang Canturk Isci Hans M. Jacobson Prabhat Jain Christopher R. Jones Rajiv V. Joshi Ronald N. Kalla Tejas Karkhanis Rupesh Raj Karn Jeffrey W. Kellington Hyekyung Kim Stephen V. Kosonocky Shlomit Koyfman Victor N. Kravets David S. Kung 0001 Eren Kursun Lisa B. Lacey Ryan Lockwood Niti Madan Yiorgos Makris Michail Maniatakos Ricardo Mata Ryan B. McBeth Sally A. McKee Ramon Bertran MonfortRamon Bertran Shiri Moran Helia Naeimi Indira Nair Kumpati S. Narendra Suriyaprakash NatarajanSuriya Natarajan Mahesh Natu Apoorva Nitsure Gregory A. Northrop Steven M. Nowick Vikas Pokala Ruchir Puri Pradeep Ramachandran Lakshmi N. Reddy Jude A. Rivers Thomas E. Rosser Nana B. Sam Pia N. Sanda Matthew Schallhorn John Schumann Stanley Schuster Jeonghee Shin Dilma Da Silva James E. Smith 0001 Vijayalakshmi SrinivasanViji Srinivasan Leon Stok Andrew Sullivan Sahil Suneja Karthik Swaminathan Byung-Chul Tak José A. Tierno Kushagra Vaid Paul G. VillarrubiaPaul Villarrubia Alan J. Weger John-David Wellman Jackson C. S. Yang Tzung-Cheng Yang Victor V. Zyuban