ISMM 2019 – Proceedings

Frontmatter

Scaling Up

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

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)

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)

Publisher's Version Article: ismm19main-p21-p doi:10.1145/3315573.3329985

Exotica

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)

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)

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)

Publisher's Version Article: ismm19main-p24-p doi:10.1145/3315573.3329987

Mechanics

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

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)

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)

Publisher's Version Article: ismm19main-p11-p doi:10.1145/3315573.3329981

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

Publisher's Version Article: ismm19main-p23-p doi:10.1145/3315573.3329986

Message Passing

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)

Publisher's Version Article: ismm19main-p10-p doi:10.1145/3315573.3329980

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