Combining Machine Learning and Lifetime-Based Resource Management for Memory Allocation and Beyond.

Mohammad Mahdi Javanmard

Martin Maas 0001 David G. Andersen Michael Isard Mohammad Mahdi Javanmard Kathryn S. McKinley Colin Raffel Combining Machine Learning and Lifetime-Based Resource Management for Memory Allocation and Beyond. 87-96 2024 April 67 Commun. ACM 4 https://doi.org/10.1145/3611018 https://www.wikidata.org/entity/Q130956972 db/journals/cacm/cacm67.html#MaasAIJMR24

Joseph Schuchart Poornima Nookala Mohammad Mahdi Javanmard Thomas Hérault Edward F. Valeev George Bosilca Robert J. Harrison Generalized Flow-Graph Programming Using Template Task-Graphs: Initial Implementation and Assessment. 839-849 2022 IPDPS https://doi.org/10.1109/IPDPS53621.2022.00086 conf/ipps/2022 db/conf/ipps/ipdps2022.html#SchuchartNJHVBH22 Zafar Ahmad Mohammad Mahdi Javanmard Gregory Thomas Croisdale Aaron Gregory Pramod Ganapathi Louis-Noël Pouchet Rezaul Chowdhury FOURST: A code generator for FFT-based fast stencil computations. 99-108 2022 ISPASS https://doi.org/10.1109/ISPASS55109.2022.00010 conf/ispass/2022 db/conf/ispass/ispass2022.html#AhmadJCGGPC22 Poornima Nookala Zafar Ahmad Mohammad Mahdi Javanmard Martin Kong Rezaul Chowdhury Robert J. Harrison Understanding Recursive Divide-and-Conquer Dynamic Programs in Fork-Join and Data-Flow Execution Models. 407-416 2021 IPDPS Workshops https://doi.org/10.1109/IPDPSW52791.2021.00069 conf/ipps/2021w db/conf/ipps/ipdps2021w.html#NookalaAJKCH21 Zafar Ahmad Rezaul Chowdhury Rathish Das Pramod Ganapathi Aaron Gregory Mohammad Mahdi Javanmard Low-Span Parallel Algorithms for the Binary-Forking Model. 22-34 2021 SPAA https://doi.org/10.1145/3409964.3461802 conf/spaa/2021 db/conf/spaa/spaa2021.html#AhmadCDGGJ21 Martin Maas 0001 David G. Andersen Michael Isard Mohammad Mahdi Javanmard Kathryn S. McKinley Colin Raffel Learning-based Memory Allocation for C++ Server Workloads. 541-556 2020 ASPLOS https://doi.org/10.1145/3373376.3378525 https://www.wikidata.org/entity/Q130978851 conf/asplos/2020 db/conf/asplos/asplos2020.html#MaasAIJMR20 Mohammad Mahdi Javanmard Zafar Ahmad Martin Kong Louis-Noël Pouchet Rezaul Chowdhury Robert J. Harrison Deriving parametric multi-way recursive divide-and-conquer dynamic programming algorithms using polyhedral compilers. 317-329 2020 CGO https://doi.org/10.1145/3368826.3377916 https://www.wikidata.org/entity/Q130862423 conf/cgo/2020 db/conf/cgo/cgo2020.html#JavanmardAKPCH20 Mohammad Mahdi Javanmard Zafar Ahmad Jaroslaw Zola Louis-Noël Pouchet Rezaul Chowdhury Robert J. Harrison Efficient Execution of Dynamic Programming Algorithms on Apache Spark. 337-348 2020 CLUSTER https://doi.org/10.1109/CLUSTER49012.2020.00044 conf/cluster/2020 db/conf/cluster/cluster2020.html#JavanmardAZPCH20 George Bosilca Robert J. Harrison Thomas Hérault Mohammad Mahdi Javanmard Poornima Nookala Edward F. Valeev The Template Task Graph (TTG) - an emerging practical dataflow programming paradigm for scientific simulation at extreme scale. 1-7 2020 ESPM2@SC https://doi.org/10.1109/ESPM251964.2020.00011 conf/sc/2020espm db/conf/sc/espm2020.html#BosilcaHHJNV20

Zafar Ahmad Rezaul Chowdhury Rathish Das Pramod Ganapathi Aaron Gregory Mohammad Mahdi Javanmard Low-Depth Parallel Algorithms for the Binary-Forking Model without Atomics. 2020 abs/2008.13292 CoRR https://arxiv.org/abs/2008.13292 db/journals/corr/corr2008.html#abs-2008-13292

Mohammad Mahdi Javanmard Pramod Ganapathi Rathish Das Zafar Ahmad Stephen L. Tschudi Rezaul Chowdhury Toward efficient architecture-independent algorithms for dynamic programs: poster. 413-414 2019 PPoPP https://doi.org/10.1145/3293883.3299109 conf/ppopp/2019 db/conf/ppopp/ppopp2019.html#JavanmardGDATC19 Mohammad Mahdi Javanmard Pramod Ganapathi Rathish Das Zafar Ahmad Stephen L. Tschudi Rezaul Chowdhury Toward Efficient Architecture-Independent Algorithms for Dynamic Programs. 143-164 2019 ISC High Performance https://doi.org/10.1007/978-3-030-20656-7_8 conf/supercomputer/2019 db/conf/supercomputer/isc2019.html#JavanmardGDATC19 Hassan Haghighi Mohammad Mahdi Javanmard Constructive Development of Probabilistic Programs. 80-95 2011 FSEN https://doi.org/10.1007/978-3-642-29320-7_6 conf/fsen/2011 db/conf/fsen/fsen2011.html#HaghighiJ11 Zafar Ahmad David G. Andersen George Bosilca Rezaul Alam ChowdhuryRezaul Chowdhury Gregory Thomas Croisdale Rathish Das Pramod Ganapathi Aaron Gregory Hassan Haghighi Robert J. Harrison Thomas Hérault Michael Isard Martin Kong Martin Maas 0001 Kathryn S. McKinley Poornima Nookala Louis-Noël Pouchet Colin Raffel Joseph Schuchart Stephen L. Tschudi Edward F. Valeev Jaroslaw Zola