Energy Efficiency Boost in the AI-Infused POWER10 Processor.

Balaram Sinharoy Brian W. Thompto Dung Q. Nguyen José E. Moreira Ramon Bertran Hans M. Jacobson Richard J. Eickemeyer Rahul M. Rao Michael Goulet Marcy Byers Christopher J. Gonzalez Karthik Swaminathan Nagu R. Dhanwada Silvia M. Müller Andreas Wagner Satish Kumar Sadasivam Robert K. Montoye William J. Starke Christian G. Zoellin Michael S. Floyd Jeffrey Stuecheli Nandhini Chandramoorthy John-David Wellman Alper Buyuktosunoglu Matthias Pflanz Balaram Sinharoy Pradip Bose Energy Efficiency Boost in the AI-Infused POWER10 Processor. 29-42 2021 ISCA https://doi.org/10.1109/ISCA52012.2021.00012 https://www.wikidata.org/entity/Q130960438 conf/isca/2021 db/conf/isca/isca2021.html#ThomptoNMBJERGB21

Balaram Sinharoy James Van Norstrand Richard J. Eickemeyer Hung Q. Le Jens Leenstra Dung Q. Nguyen B. Konigsburg K. Ward M. D. Brown José E. Moreira D. Levitan S. Tung David Hrusecky James W. Bishop Michael Gschwind Maarten Boersma Michael Kroener Markus Kaltenbach Tejas Karkhanis K. M. Fernsler IBM POWER8 processor core microarchitecture. 2015 59 IBM J. Res. Dev. 1 https://doi.org/10.1147/JRD.2014.2376112 db/journals/ibmrd/ibmrd59.html#SinharoyNELLNKW15

Balaram Sinharoy Randal C. Swanberg Naresh Nayar Bruce G. Mealey Jeffrey Stuecheli Berni Schiefer Jens Leenstra Joefon Jann P. Oehler D. Levitan S. Eisen D. Sanner Thomas Pflueger Cédric Lichtenau W. E. Hall T. Block Advanced features in IBM POWER8 systems. 2015 59 IBM J. Res. Dev. 1 https://doi.org/10.1147/JRD.2014.2374252 db/journals/ibmrd/ibmrd59.html#SinharoySNMSSLJ15

Joshua Friedrich Hung Q. Le William J. Starke Jeff Stuecheli Balaram Sinharoy Eric J. Fluhr Daniel M. Dreps Victor V. Zyuban Gregory S. Still Christopher J. Gonzalez David Hogenmiller Frank Malgioglio Ryan Nett Ruchir Puri Phillip J. Restle David Shan Zeynep Toprak Deniz Dieter F. Wendel Matthew M. Ziegler Dave W. Victor The POWER8<sup>TM</sup> processor: Designed for big data, analytics, and cloud environments. 1-4 2014 ICICDT https://doi.org/10.1109/ICICDT.2014.6838618 conf/icicdt/2014 db/conf/icicdt/icicdt2014.html#FriedrichLSSSFD14

Dieter F. Wendel Ronald N. Kalla James D. Warnock Robert Cargnoni Sam G. Chu Joachim G. Clabes Daniel Dreps David Hrusecky Joshua Friedrich Md. Saiful Islam 0004 James A. Kahle Jens Leenstra Gaurav Mittal Jose Paredes Juergen Pille Phillip J. Restle Balaram Sinharoy George Smith William J. Starke Scott A. Taylor James Van Norstrand Stephen Weitzel Phillip G. Williams Victor V. Zyuban POWER7™, a Highly Parallel, Scalable Multi-Core High End Server Processor. 145-161 2011 46 IEEE J. Solid State Circuits 1 https://doi.org/10.1109/JSSC.2010.2080611 db/journals/jssc/jssc46.html#WendelKWCCCDHFIKLMPPRSSSTNWWZ11

Ronald N. Kalla Balaram Sinharoy William J. Starke Michael S. Floyd Power7: IBM's Next-Generation Server Processor. 7-15 2010 30 IEEE Micro 2 https://doi.org/10.1109/MM.2010.38 http://doi.ieeecomputersociety.org/10.1109/MM.2010.38 db/journals/micro/micro30.html#KallaSSF10

Dieter F. Wendel Ronald N. Kalla Robert Cargnoni Joachim G. Clabes Joshua Friedrich Roland Frech James A. Kahle Balaram Sinharoy William J. Starke Scott A. Taylor Steve Weitzel Sam G. Chu Md. Saiful Islam 0004 Victor V. Zyuban The implementation of POWER7<sup>TM</sup>: A highly parallel and scalable multi-core high-end server processor. 102-103 2010 ISSCC https://doi.org/10.1109/ISSCC.2010.5434074 conf/isscc/2010 db/conf/isscc/isscc2010.html#WendelKCCFFKSSTWCIZ10 Ronald N. Kalla Balaram Sinharoy POWER7: IBM's next generation server processor. 1-12 2009 Hot Chips Symposium https://doi.ieeecomputersociety.org/10.1109/HOTCHIPS.2009.7478381 conf/hotchips/2009 db/conf/hotchips/hotchips2009.html#KallaS09 Balaram Sinharoy POWER7 multi-core processor design. 1 2009 MICRO https://doi.org/10.1145/1669112.1669114 https://ieeexplore.ieee.org/document/5375303/ conf/micro/2009 db/conf/micro/micro2009.html#Sinharoy09

Balaram Sinharoy Ronald N. Kalla Joel M. Tendler Richard J. Eickemeyer Jody B. Joyner POWER5 system microarchitecture. 505-522 2005 49 IBM J. Res. Dev. 4-5 https://doi.org/10.1147/rd.494.0505 db/journals/ibmrd/ibmrd49.html#SinharoyKTEJ05

Hans M. Jacobson Pradip Bose Zhigang Hu Alper Buyuktosunoglu Victor V. Zyuban Richard J. Eickemeyer Lee Eisen John Griswell Doug Logan Balaram Sinharoy Joel M. Tendler Stretching the Limits of Clock-Gating Efficiency in Server-Class Processors. 238-242 2005 conf/hpca/2005 HPCA https://doi.org/10.1109/HPCA.2005.33 https://doi.ieeecomputersociety.org/10.1109/HPCA.2005.33 db/conf/hpca/hpca2005.html#JacobsonBHBZEEGLST05

Ronald N. Kalla Balaram Sinharoy Joel M. Tendler IBM Power5 Chip: A Dual-Core Multithreaded Processor. 40-47 2004 24 IEEE Micro 2 https://doi.org/10.1109/MM.2004.1289290 http://doi.ieeecomputersociety.org/10.1109/MM.2004.1289290 db/journals/micro/micro24.html#KallaST04

Joachim G. Clabes Joshua Friedrich Mark Sweet Jack DiLullo Sam G. Chu Donald W. Plass James Dawson Paul Muench Larry Powell Michael S. Floyd Balaram Sinharoy Mike Lee Michael Goulet James Wagoner Nicole S. Schwartz Stephen L. Runyon Gary Gorman Phillip J. Restle Ronald N. Kalla Joseph McGill J. Steve Dodson Design and implementation of the POWER5 microprocessor. 670-672 2004 conf/dac/2004 DAC https://doi.org/10.1145/996566.996749 https://www.wikidata.org/entity/Q130950458 db/conf/dac/dac2004.html#ClabesFSDCPDMPFSLGWSRGRKMD04

Joel M. Tendler J. Steve Dodson J. S. Fields Jr. Hung Q. Le Balaram Sinharoy POWER4 system microarchitecture. 5-26 2002 46 IBM J. Res. Dev. 1 https://doi.org/10.1147/rd.461.0005 db/journals/ibmrd/ibmrd46.html#TendlerDFLS02

Wael El-Essawy David H. Albonesi Balaram Sinharoy A microarchitectural-level step-power analysis tool. 263-266 2002 conf/islped/2002 ISLPED https://doi.org/10.1145/566408.566477 https://www.wikidata.org/entity/Q130970280 db/conf/islped/islped2002.html#El-EssawyAS02

Balaram Sinharoy Compiler optimization to improve data locality for processor multithreading. 21-37 1999 7 Sci. Program. 1 db/journals/sp/sp7.html#Sinharoy99 https://doi.org/10.1155/1999/235625 http://content.iospress.com/articles/scientific-programming/spr017 https://www.wikidata.org/entity/Q122284453

Balaram Sinharoy Optimized Thread Creation for Processor Multithreading. 388-400 1997 40 Comput. J. 6 db/journals/cj/cj40.html#Sinharoy97 https://doi.org/10.1093/comjnl/40.6.388

Balaram Sinharoy Boleslaw K. Szymanski Introduction: Special Issue on Optimising Compilers for Parallel Languages. 1-4 1997 12 Parallel Algorithms Appl. 1-3 https://doi.org/10.1080/01495739708941413 https://www.wikidata.org/entity/Q121030221 db/journals/paapp/paapp12.html#SinharoyS97

Balaram Sinharoy Boleslaw K. Szymanski Parallelising Compilers and Systems. 5-20 1997 12 Parallel Algorithms Appl. 1-3 https://doi.org/10.1080/01495739708941414 https://www.wikidata.org/entity/Q123197301 db/journals/paapp/paapp12.html#SinharoyS97a

Balaram Sinharoy Rama Govindaraju Improving Software MP Efficiency for Shared Memory Systems. 111-120 1996 conf/hicss/1996 HICSS (1) https://doi.org/10.1109/HICSS.1996.495454 https://doi.ieeecomputersociety.org/10.1109/HICSS.1996.495454 db/conf/hicss/hicss1996.html#SinharoyG96 Boleslaw K. Szymanski Balaram Sinharoy Languages, Compilers and Run-Time Systems for Scalable Computers, Third Workshop, LCR 1995, Troy, NY, USA, May 1995 LCR Springer 1996 978-1-4613-5979-1 https://doi.org/10.1007/978-1-4615-2315-4 db/conf/lcr/lcr1995.html

Balaram Sinharoy Boleslaw K. Szymanski Announcement of a Special Issue of the Journal of Parallel Algorithms and Applications on Optimising Compilers for Parallel Languages. 313 1995 7 Parallel Algorithms Appl. 3-4 https://doi.org/10.1080/10637199508915539 https://www.wikidata.org/entity/Q121339533 db/journals/paapp/paapp7.html#SinharoyS95

Boleslaw K. Szymanski William Maniatty Balaram Sinharoy Simultaneous Parallel Reduction on SIMD Machines. 437-449 1995 5 Parallel Process. Lett. db/journals/ppl/ppl5.html#SzymanskiMS95 https://doi.org/10.1142/S0129626495000400

Balaram Sinharoy Compiling for Multithreaded Multicomputer. 137-152 1995 LCR https://doi.org/10.1007/978-1-4615-2315-4_11 conf/lcr/1995 db/conf/lcr/lcr1995.html#Sinharoy95

Balaram Sinharoy Boleslaw K. Szymanski Data and Task Alignment in Distributed Memory Architectures. 61-74 1994 21 J. Parallel Distributed Comput. 1 db/journals/jpdc/jpdc21.html#SinharoyS94 https://doi.org/10.1006/jpdc.1994.1042 https://www.wikidata.org/entity/Q57001246

Balaram Sinharoy Boleslaw K. Szymanski Finding Optimum Wavefront of Parallel Computation. 5-26 1994 2 Parallel Algorithms Appl. 1-2 https://doi.org/10.1080/10637199408915404 db/journals/paapp/paapp2.html#SinharoyS94

Can C. Özturan Balaram Sinharoy Boleslaw K. Szymanski Compiler Technology for Parallel Scientific Computation. 201-225 1994 3 Sci. Program. 3 https://doi.org/10.1155/1994/243495 http://content.iospress.com/articles/scientific-programming/spr3-3-03 https://www.wikidata.org/entity/Q123005281 db/journals/sp/sp3.html#OzturanSS94

Boleslaw K. Szymanski Balaram Sinharoy Complexity of the Closest Vector Problem in a Lattice Generated by (0, 1)-Matrix. 121-126 1992 42 Inf. Process. Lett. 3 db/journals/ipl/ipl42.html#SzymanskiS92 https://doi.org/10.1016/0020-0190(92)90134-H Corridenda: Inf. Process. Lett. 43(3): 167 (1992)

Boleslaw K. Szymanski Balaram Sinharoy Corrigenda: Complexity of the Closest Vector Problem in a Lattice Generated by (0, 1)-Matrix. 167 1992 43 Inf. Process. Lett. 3 db/journals/ipl/ipl43.html#SzymanskiS92a https://doi.org/10.1016/0020-0190(92)90011-J https://www.wikidata.org/entity/Q127230773 see: Inf. Process. Lett. 42(3): 121-126 (1992)

William Maniatty Boleslaw K. Szymanski Balaram Sinharoy Efficiency of Data Alignment on Maspar. 48-51 1992 conf/sigplanW/1992 SIGPLAN Workshop db/conf/sigplanW/sigplanW92.html#ManiattySS92 https://doi.org/10.1145/156668.156686 David H. Albonesi James W. Bishop T. Block Maarten Boersma Pradip Bose M. D. Brown Alper Buyuktosunoglu Marcy Byers Robert Cargnoni Nandhini Chandramoorthy Sam G. Chu Joachim G. Clabes James Dawson Zeynep Toprak Deniz Nagu R. Dhanwada Jack DiLullo J. Steve Dodson Daniel M. DrepsDaniel Dreps Richard J. Eickemeyer Lee Eisen S. Eisen Wael El-Essawy K. M. Fernsler J. S. Fields Jr. Michael S. Floyd Eric FluhrEric J. Fluhr Roland Frech Joshua Friedrich Christopher J. Gonzalez Gary Gorman Michael Goulet Rama Govindaraju John Griswell Michael Gschwind W. E. Hall David Hogenmiller David Hrusecky Zhigang Hu Md. Saiful Islam 0004 Hans M. Jacobson Joefon Jann Jody B. Joyner James A. Kahle Ronald N. Kalla Markus Kaltenbach Tejas Karkhanis B. Konigsburg Michael Kroener Hung Q. Le Mike Lee Jens Leenstra D. Levitan Cédric Lichtenau Doug Logan Frank Malgioglio William Maniatty Joseph McGill Bruce G. Mealey Gaurav Mittal Ramon Bertran MonfortRamon Bertran Robert K. Montoye José E. Moreira Paul Muench Silvia M. Müller Naresh Nayar Ryan Nett Dung Q. Nguyen James Van Norstrand P. Oehler Can C. Özturan Jose Paredes Matthias Pflanz Thomas PflügerThomas Pflueger Juergen Pille Donald W. Plass Larry Powell Ruchir Puri Rahul M. Rao Phillip J. Restle Stephen L. Runyon Satish Kumar Sadasivam D. Sanner Berni Schiefer Nicole S. Schwartz David Shan George Smith William J. Starke Gregory S. Still Jeffrey StuecheliJeff Stuecheli Karthik Swaminathan Randal C. Swanberg Mark Sweet Boleslaw K. Szymanski Scott A. Taylor Joel M. Tendler Brian W. Thompto S. Tung Dave W. Victor Andreas Wagner James Wagoner K. Ward James D. Warnock Steve WeitzelStephen Weitzel John-David Wellman Dieter F. Wendel Phillip G. Williams Matthew M. Ziegler Christian G. Zoellin Victor V. Zyuban