ISMM 2019
2019 ACM SIGPLAN International Symposium on Memory Management (ISMM 2019)

Title Page


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Welcome from the Chairs


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ISMM 2019 Organization


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Sponsors


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Automatic GPU Memory Management for Large Neural Models in TensorFlow
Tung D. Le, Haruki Imai, Yasushi Negishi, and Kiyokuni Kawachiya
(IBM Research, Japan)


@InProceedings{ISMM19p1, author = {Tung D. Le and Haruki Imai and Yasushi Negishi and Kiyokuni Kawachiya}, title = {Automatic GPU Memory Management for Large Neural Models in TensorFlow}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {1-0}, doi = {10.1145/3315573.3329984}, year = {2019}, } Publisher's Version Article: ismm19main-p18-p doi:10.1145/3315573.3329984

Massively Parallel GPU Memory Compaction
Matthias Springer and Hidehiko Masuhara
(Tokyo Institute of Technology, Japan)


@InProceedings{ISMM19p21, author = {Matthias Springer and Hidehiko Masuhara}, title = {Massively Parallel GPU Memory Compaction}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {21-20}, doi = {10.1145/3315573.3329979}, year = {2019}, } Publisher's Version Article: ismm19main-p6-p doi:10.1145/3315573.3329979

Scaling Up Parallel GC Work-Stealing in Many-Core Environments
Michihiro Horie, Kazunori Ogata, Mikio Takeuchi, and Hiroshi Horii
(IBM Research, Japan)


@InProceedings{ISMM19p41, author = {Michihiro Horie and Kazunori Ogata and Mikio Takeuchi and Hiroshi Horii}, title = {Scaling Up Parallel GC Work-Stealing in Many-Core Environments}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {41-40}, doi = {10.1145/3315573.3329985}, year = {2019}, } Publisher's Version Article: ismm19main-p21-p doi:10.1145/3315573.3329985

Exploration of Memory Hybridization for RDD Caching in Spark
Md Muhib Khan, Muhammad Ahad Ul Alam, Amit Kumar Nath, and Weikuan Yu
(Florida State University, USA)


@InProceedings{ISMM19p61, author = {Md Muhib Khan and Muhammad Ahad Ul Alam and Amit Kumar Nath and Weikuan Yu}, title = {Exploration of Memory Hybridization for RDD Caching in Spark}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {61-60}, doi = {10.1145/3315573.3329988}, year = {2019}, } Publisher's Version Article: ismm19main-p25-p doi:10.1145/3315573.3329988

Learning When to Garbage Collect with Random Forests
Nicholas Jacek and J. Eliot B. Moss
(University of Massachusetts at Amherst, USA)


@InProceedings{ISMM19p81, author = {Nicholas Jacek and J. Eliot B. Moss}, title = {Learning When to Garbage Collect with Random Forests}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {81-80}, doi = {10.1145/3315573.3329983}, year = {2019}, } Publisher's Version Article: ismm19main-p15-p doi:10.1145/3315573.3329983

Timescale Functions for Parallel Memory Allocation
Pengcheng Li, Hao Luo, and Chen Ding
(Google, USA; University of Rochester, USA)


@InProceedings{ISMM19p101, author = {Pengcheng Li and Hao Luo and Chen Ding}, title = {Timescale Functions for Parallel Memory Allocation}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {101-100}, doi = {10.1145/3315573.3329987}, year = {2019}, } Publisher's Version Article: ismm19main-p24-p doi:10.1145/3315573.3329987

A Lock-Free Coalescing-Capable Mechanism for Memory Management
Ricardo Leite and Ricardo Rocha
(University of Porto, Portugal)


@InProceedings{ISMM19p121, author = {Ricardo Leite and Ricardo Rocha}, title = {A Lock-Free Coalescing-Capable Mechanism for Memory Management}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {121-120}, doi = {10.1145/3315573.3329982}, year = {2019}, } Publisher's Version Article: ismm19main-p14-p doi:10.1145/3315573.3329982

Concurrent Marking of Shape-Changing Objects
Ulan Degenbaev, Michael Lippautz, and Hannes Payer
(Google, Germany)


@InProceedings{ISMM19p141, author = {Ulan Degenbaev and Michael Lippautz and Hannes Payer}, title = {Concurrent Marking of Shape-Changing Objects}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {141-140}, doi = {10.1145/3315573.3329978}, year = {2019}, } Publisher's Version Article: ismm19main-p5-p doi:10.1145/3315573.3329978

Design and Analysis of Field-Logging Write Barriers
Stephen M. Blackburn
(Australian National University, Australia)


@InProceedings{ISMM19p161, author = {Stephen M. Blackburn}, title = {Design and Analysis of Field-Logging Write Barriers}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {161-160}, doi = {10.1145/3315573.3329981}, year = {2019}, } Publisher's Version Article: ismm19main-p11-p doi:10.1145/3315573.3329981

Gradual Write-Barrier Insertion into a Ruby Interpreter
Koichi Sasada
(Cookpad, Japan)


@InProceedings{ISMM19p181, author = {Koichi Sasada}, title = {Gradual Write-Barrier Insertion into a Ruby Interpreter}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {181-180}, doi = {10.1145/3315573.3329986}, year = {2019}, } Publisher's Version Article: ismm19main-p23-p doi:10.1145/3315573.3329986

snmalloc: A Message Passing Allocator
Paul Liétar, Theodore Butler, Sylvan Clebsch, Sophia Drossopoulou, Juliana Franco, Matthew J. Parkinson, Alex Shamis, Christoph M. Wintersteiger, and David Chisnall
(Microsoft Research, UK; Drexel University, USA; Imperial College London, UK)


@InProceedings{ISMM19p201, author = {Paul Liétar and Theodore Butler and Sylvan Clebsch and Sophia Drossopoulou and Juliana Franco and Matthew J. Parkinson and Alex Shamis and Christoph M. Wintersteiger and David Chisnall}, title = {snmalloc: A Message Passing Allocator}, booktitle = {Proc.\ ISMM}, publisher = {ACM}, pages = {201-200}, doi = {10.1145/3315573.3329980}, year = {2019}, } Publisher's Version Article: ismm19main-p10-p doi:10.1145/3315573.3329980