Moses: Heap Partitioning for Semantic Data Tiering

The adoption of emerging memory technologies has long been impeded by the lack of interfaces communicating memory placement semantics not only between applications, system software, and diagnostics tools but also between multiple tenants in a system. With the support of NUMA and memory tiering in Linux, applications can explicitly place pages based on domain knowledge. Yet, the internal reasoning behind placing a specific allocation into a specific memory resource remain largely hidden from the outside world.

Authors

Institutions

Publication Details

Published
2024-10-24
DOI
https://doi.org/10.1145/3698783.3699386
Primary Topic
Advanced Data Storage Technologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Moses: Heap Partitioning for Semantic Data Tiering

Andreas Grapentin, Felix Grzelka, Timo Hönig, Felix Eberhardt et al.
Advanced Data Storage Technologies
article

Moses: Heap Partitioning for Semantic Data Tiering

Andreas Grapentin, Felix Grzelka, Timo Hönig, Felix Eberhardt, Andreas Polze, Sven Köhler
article en

Abstract

The adoption of emerging memory technologies has long been impeded by the lack of interfaces communicating memory placement semantics not only between applications, system software, and diagnostics tools but also between multiple tenants in a system. With the support of NUMA and memory tiering in Linux, applications can explicitly place pages based on domain knowledge. Yet, the internal reasoning behind placing a specific allocation into a specific memory resource remain largely hidden from the outside world.

Hasso Plattner Institute (DE), University of Potsdam (DE), Ruhr University Bochum (DE)
Openalex Percentile: Top 79%
Advanced Data Storage Technologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Moses: Heap Partitioning for Semantic Data Tiering — Andreas Grapentin, Felix Grzelka, et al. · (2024) | TGRS Research Map | TGRS