Extending LLVM IR for DPC++ Matrix Support: A Case Study with Intel® Advanced Matrix Extensions (Intel® AMX).

Milind Girkar Dounia Khaldi Yuanke Luo Bing Yu Alexey Sotkin Bruno Morais Milind Girkar Extending LLVM IR for DPC++ Matrix Support: A Case Study with Intel® Advanced Matrix Extensions (Intel® AMX). 20-26 2021 LLVM-HPC@SC https://doi.org/10.1109/LLVMHPC54804.2021.00008 conf/llvmhpc/2021 db/conf/llvmhpc/llvmhpc2021.html#KhaldiLYSMG21

Nadathur Satish Changkyu Kim Jatin Chhugani Hideki Saito 0001 Rakesh Krishnaiyer Mikhail Smelyanskiy Milind Girkar Pradeep Dubey Can traditional programming bridge the ninja performance gap for parallel computing applications? 77-86 2015 58 Commun. ACM 5 https://doi.org/10.1145/2742910 db/journals/cacm/cacm58.html#SatishKCSKSGD15

Xinmin Tian Hideki Saito 0001 Milind Girkar Serguei Preis Sergey Kozhukhov Aleksei G. Cherkasov Clark Nelson Nikolay Panchenko Robert Geva Compiling C/C++ SIMD Extensions for Function and Loop Vectorizaion on Multicore-SIMD Processors. 2349-2358 2012 IPDPS Workshops https://doi.org/10.1109/IPDPSW.2012.292 https://doi.ieeecomputersociety.org/10.1109/IPDPSW.2012.292 conf/ipps/2012w db/conf/ipps/ipdps2012w.html#TianSGPKCNPG12 Nadathur Satish Changkyu Kim Jatin Chhugani Hideki Saito 0001 Rakesh Krishnaiyer Mikhail Smelyanskiy Milind Girkar Pradeep Dubey Can traditional programming bridge the Ninja performance gap for parallel computing applications? 440-451 2012 ISCA https://doi.org/10.1109/ISCA.2012.6237038 https://doi.ieeecomputersociety.org/10.1109/ISCA.2012.6237038 http://dl.acm.org/citation.cfm?id=2337210 conf/isca/2012 db/conf/isca/isca2012.html#SatishKCSKSGD12 Arun Kejariwal Milind Girkar Xinmin Tian Hideki Saito 0001 Alexandru Nicolau Alexander V. Veidenbaum Utpal Banerjee Constantine D. Polychronopoulos Exploitation of nested thread-level speculative parallelism on multi-core systems. 99-100 2010 Conf. Computing Frontiers https://doi.org/10.1145/1787275.1787302 conf/cf/2010 db/conf/cf/cf2010.html#KejariwalGTSNVBP10 Arun Kejariwal Milind Girkar Xinmin Tian Hideki Saito 0001 Alexandru Nicolau Alexander V. Veidenbaum Utpal Banerjee Constantine D. Polychronopoulos On the efficacy of call graph-level thread-level speculation. 247-248 2010 WOSP/SIPEW https://doi.org/10.1145/1712605.1712645 conf/wosp/2010 db/conf/wosp/wosp2010.html#KejariwalGTSNVBP10

Arun Kejariwal Alexander V. Veidenbaum Alexandru Nicolau Milind Girkar Xinmin Tian Hideki Saito 0001 On the exploitation of loop-level parallelism in embedded applications. 2009 8 ACM Trans. Embed. Comput. Syst. 2 https://doi.org/10.1145/1457255.1457257 db/journals/tecs/tecs8.html#KejariwalVNGTS09 10:1-10:34

Arun Kejariwal Alexander V. Veidenbaum Alexandru Nicolau Xinmin Tian Milind Girkar Hideki Saito 0001 Utpal Banerjee Comparative architectural characterization of SPEC CPU2000 and CPU2006 benchmarks on the intel® CoreTM 2 Duo processor. 132-141 2008 ICSAMOS https://doi.org/10.1109/ICSAMOS.2008.4664856 conf/samos/2008ic db/conf/samos/samos2008ic.html#KejariwalVNTGSB08 Perry H. Wang Jamison D. Collins Gautham N. Chinya Hong Jiang Xinmin Tian Milind Girkar Nick Y. Yang Guei-Yuan Lueh Hong Wang 0003 EXOCHI: architecture and programming environment for a heterogeneous multi-core multithreaded system. 156-166 2007 conf/pldi/2007 PLDI https://doi.org/10.1145/1250734.1250753 https://doi.org/10.1145/1273442.1250753 db/conf/pldi/pldi2007.html#WangCCJTGYLW07 Arun Kejariwal Xinmin Tian Milind Girkar Wei Li 0015 Sergey Kozhukhov Utpal Banerjee Alexandru Nicolau Alexander V. Veidenbaum Constantine D. Polychronopoulos Tight analysis of the performance potential of thread speculation using spec CPU 2006. 215-225 2007 conf/ppopp/2007 PPoPP https://doi.org/10.1145/1229428.1229475 db/conf/ppopp/ppopp2007.html#KejariwalTGLKBNVP07

Aart J. C. Bik Xinmin Tian Milind Girkar Multimedia vectorization of floating-point MIN/MAX reductions. 997-1007 2006 18 Concurr. Comput. Pract. Exp. 9 https://doi.org/10.1002/cpe.1009 db/journals/concurrency/concurrency18.html#BikTG06

Arun Kejariwal Alexander V. Veidenbaum Alexandru Nicolau Milind Girkar Xinmin Tian Hideki Saito 0001 Challenges in exploitation of loop parallelism in embedded applications. 173-180 2006 conf/codes/2006 CODES+ISSS https://doi.org/10.1145/1176254.1176298 db/conf/codes/codes2006.html#KejariwalVNGTS06 Milind Girkar Arun Kejariwal Xinmin Tian Hideki Saito 0001 Alexandru Nicolau Alexander V. Veidenbaum Constantine D. Polychronopoulos Probablistic Self-Scheduling. 253-264 2006 conf/europar/2006 Euro-Par https://doi.org/10.1007/11823285_26 db/conf/europar/europar2006.html#GirkarKTSNVP06 Arun Kejariwal Xinmin Tian Wei Li 0015 Milind Girkar Sergey Kozhukhov Hideki Saito 0001 Utpal Banerjee Alexandru Nicolau Alexander V. Veidenbaum Constantine D. Polychronopoulos On the performance potential of different types of speculative thread-level parallelism: The DL version of this paper includes corrections that were not made available in the printed proceedings. 24 2006 conf/ics/2006 ICS https://doi.org/10.1145/1183401.1183407 db/conf/ics/ics2006.html#KejariwalTLGKSBNVP06 Arun Kejariwal Hideki Saito 0001 Xinmin Tian Milind Girkar Wei Li 0015 Utpal Banerjee Alexandru Nicolau Constantine D. Polychronopoulos Lightweight lock-free synchronization methods for multithreading. 361-371 2006 conf/ics/2006 ICS https://doi.org/10.1145/1183401.1183452 db/conf/ics/ics2006.html#KejariwalSTGLBNP06 Arun Kejariwal Alexandru Nicolau Hideki Saito 0001 Xinmin Tian Milind Girkar Utpal Banerjee Constantine D. Polychronopoulos A general approach for partitioning N-dimensional parallel nested loops with conditionals. 49-58 2006 conf/spaa/2006 SPAA https://doi.org/10.1145/1148109.1148117 db/conf/spaa/spaa2006.html#KejariwalNSTGBP06

Xinmin Tian Milind Girkar Aart J. C. Bik Hideki Saito 0001 Practical Compiler Techniques on Efficient Multithreaded Code Generation for OpenMP Programs. 588-601 2005 48 Comput. J. 5 https://doi.org/10.1093/comjnl/bxh109 https://www.wikidata.org/entity/Q123264536 db/journals/cj/cj48.html#TianGBS05

Xinmin Tian Jay P. Hoeflinger Grant Haab Yen-Kuang Chen Milind Girkar Sanjiv Shah A compiler for exploiting nested parallelism in OpenMP programs. 960-983 2005 31 Parallel Comput. 10-12 https://doi.org/10.1016/j.parco.2005.03.007 https://www.wikidata.org/entity/Q122673814 db/journals/pc/pc31.html#TianHHCGS05

Xinmin Tian Rakesh Krishnaiyer Hideki Saito 0001 Milind Girkar Wei Li 0015 Impact of Compiler-based Data-Prefetching Techniques on SPEC OMP Application Performance. 2005 conf/ipps/2005 IPDPS https://doi.org/10.1109/IPDPS.2005.248 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2005.248 db/conf/ipps/ipdps2005.html#TianKSGL05 Dongkeun Kim Shih-Wei Liao Perry H. Wang Juan del Cuvillo Xinmin Tian Xiang Zou Hong Wang 0003 Donald Yeung Milind Girkar John Paul Shen Physical Experimentation with Prefetching Helper Threads on Intel's Hyper-Threaded Processors. 27-38 2004 conf/cgo/2004 CGO https://doi.org/10.1109/CGO.2004.1281661 https://doi.ieeecomputersociety.org/10.1109/CGO.2004.1281661 http://dl.acm.org/citation.cfm?id=977665 db/conf/cgo/cgo2004.html#KimLWCTZWYGS04 Xinmin Tian Milind Girkar Effect of Optimizations on Performance of OpenMP Programs. 133-143 https://doi.org/10.1007/978-3-540-30474-6_19 2004 conf/hipc/2004 HiPC db/conf/hipc/hipc2004.html#TianG04 Yen-Kuang Chen Xinmin Tian Steven Ge Milind Girkar Towards Efficient Multi-Level Threading of H.264 Encoder on Intel Hyper-Threading Architectures. 2004 conf/ipps/2004 IPDPS https://doi.org/10.1109/IPDPS.2004.1302990 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2004.1302990 db/conf/ipps/ipdps2004-c.html#ChenTGG04 Xinmin Tian Milind Girkar Sanjiv Shah Douglas Armstrong Ernesto Su Paul Petersen Compiler and Runtime Support for Running OpenMP Programs on Pentium-and Itanium-Architectures. 47-55 2003 conf/hips/2003 HIPS https://doi.org/10.1109/HIPS.2003.1196494 https://doi.ieeecomputersociety.org/10.1109/HIPS.2003.1196494 db/conf/hips/hips2003.html#TianGSASP03 Xinmin Tian Yen-Kuang Chen Milind Girkar Steven Ge Rainer Lienhart Sanjiv Shah Exploring the Use of Hyper-Threading Technology for Multimedia Applications with Intel® OpenMP* Compiler. 36 2003 conf/ipps/2003 IPDPS https://doi.org/10.1109/IPDPS.2003.1213118 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2003.1213118 db/conf/ipps/ipdps2003.html#TianCGGLS03 Xinmin Tian Milind Girkar Sanjiv Shah Douglas Armstrong Ernesto Su Paul Petersen Compiler and Runtime Support for Running OpenMP Programs on Pentium- and Itanium-Architectures. 130 2003 conf/ipps/2003 IPDPS https://doi.org/10.1109/IPDPS.2003.1213252 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2003.1213252 db/conf/ipps/ipdps2003.html#TianGSASP03 Juan del Cuvillo Xinmin Tian Guang R. Gao Milind Girkar Performance Study of a Whole Genome Comparison Tool on a Hyper-Threading Multiprocessor. 450-457 https://doi.org/10.1007/978-3-540-39707-6_40 2003 conf/ishpc/2003 ISHPC db/conf/ishpc/ishpc2003.html#CuvilloTGG03

Aart J. C. Bik Milind Girkar Paul M. Grey Xinmin Tian Automatic Intra-Register Vectorization for the Intel? Architecture. 65-98 2002 30 Int. J. Parallel Program. 2 db/journals/ijpp/ijpp30.html#BikGGT02 https://doi.org/10.1023/A:1014230429447

Aart J. C. Bik Milind Girkar Paul M. Grey Xinmin Tian Automatic Detection of Saturation and Clipping Idioms. 61-74 2002 conf/lcpc/2002 LCPC https://doi.org/10.1007/11596110_5 db/conf/lcpc/lcpc2002.html#BikGGT02

Aart J. C. Bik Milind Girkar Mohammad R. Haghighat Incorporating Intel MMX technology into a Java JIT compiler. 167-184 1999 7 Sci. Program. 1 db/journals/sp/sp7.html#BikGH99 https://doi.org/10.1155/1999/390196 http://content.iospress.com/articles/scientific-programming/spr022 https://www.wikidata.org/entity/Q121771175

Milind Girkar Constantine D. Polychronopoulos Extracting Task-Level Parallelism ACM Trans. Program. Lang. Syst. 17 4 1995 600-634 https://doi.org/10.1145/210184.210189 https://www.wikidata.org/entity/Q130991618 db/journals/toplas/toplas17.html#GirkarP95

Milind Girkar Constantine D. Polychronopoulos The hierarchical task graph as a universal intermediate representation. 519-551 1994 22 Int. J. Parallel Program. 5 https://doi.org/10.1007/BF02577777 db/journals/ijpp/ijpp22.html#GirkarP94

Milind Girkar Constantine D. Polychronopoulos Automatic Extraction of Functional Parallelism from Ordinary Programs. 166-178 1992 3 IEEE Trans. Parallel Distributed Syst. 2 https://doi.org/10.1109/71.127258 http://doi.ieeecomputersociety.org/10.1109/71.127258 db/journals/tpds/tpds3.html#GirkarP92

Milind Girkar Constantine D. Polychronopoulos Optimization of Data/Control Conditions in Task Graphs. 152-168 1991 conf/lcpc/1991 LCPC db/conf/lcpc/lcpc1991.html#GirkarP91 https://doi.org/10.1007/BFb0038663

Constantine D. Polychronopoulos Milind Girkar Mohammad R. Haghighat Chia Ling Lee Bruce Leung Dale Schouten Parafrase-2: an Environment for Parallelizing, Partitioning, Synchronizing, and Scheduling Programs on Multiprocessors. 45-72 1989 1 Int. J. High Speed Comput. 1 https://doi.org/10.1142/S0129053389000044 db/journals/ijhsc/ijhsc1.html#PolychronopoulosGHLLS89

Constantine D. Polychronopoulos Milind Girkar Mohammad R. Haghighat Chia Ling Lee Bruce Leung Dale Schouten Parafrase-2: An Environment for Parallelizing Partitioning Synchronizing and Scheduling Programs on Multiprocessors. 39-48 1989 conf/icpp/1989-2 ICPP (2) db/conf/icpp/icpp1989-2.html#PolychronopoulosGHLLS89 Milind Girkar Constantine D. Polychronopoulos Partitioning programs for parallel execution. 216-229 1988 conf/ics/1988 ICS https://doi.org/10.1145/55364.55386 db/conf/ics/ics1988.html#GirkarP88 Douglas Armstrong Utpal Banerjee Aart J. C. Bik Yen-Kuang Chen Aleksei G. Cherkasov Jatin Chhugani Gautham N. Chinya Jamison D. Collins Juan del Cuvillo Pradeep Dubey Guang R. Gao Steven Ge Robert Geva Paul M. Grey Grant Haab Mohammad R. Haghighat Jay P. Hoeflinger Hong Jiang Arun Kejariwal Dounia Khaldi Changkyu Kim Dongkeun Kim Sergey Kozhukhov Rakesh Krishnaiyer Chia Ling Lee Bruce Leung Wei Li 0015 Shih-Wei Liao Rainer Lienhart Guei-Yuan Lueh Yuanke Luo Bruno Morais Clark Nelson Alexandru Nicolau Nikolay Panchenko Paul Petersen Constantine D. Polychronopoulos Serguei Preis Hideki Saito 0001 Nadathur Satish Dale Schouten Sanjiv Shah John Paul Shen Mikhail Smelyanskiy Alexey Sotkin Ernesto Su Xinmin Tian Alexander V. Veidenbaum Hong Wang 0003 Perry H. Wang Nick Y. Yang Donald Yeung Bing Yu Xiang Zou