Telescope: telemetry for gargantuan memory footprint applications
A Nair, S Kumar, A Prasad, Y Huang, A Rudoff… - 2024 USENIX Annual …, 2024 - usenix.org
Data-hungry applications that require terabytes of memory have become widespread in
recent years. To meet the memory needs of these applications, data centers are embracing …
recent years. To meet the memory needs of these applications, data centers are embracing …
Information processing factory 2.0-self-awareness for autonomous collaborative systems
N Sperling, A Bendrick, D Stöhrmann… - … , Automation & Test …, 2023 - ieeexplore.ieee.org
This paper summarizes the talks of a special session on the IPF 2.0 project, a collaborative
German-US research project that leverages self-awareness principles for the self …
German-US research project that leverages self-awareness principles for the self …
ZoneTrace: A Zone Monitoring Tool for F2FS on ZNS SSDs
We present ZoneTrace, a runtime monitoring tool for the Flash-Friendly File System (F2FS)
on Zoned Namespace (ZNS) SSDs. ZNS SSD organizes its storage into zones of sequential …
on Zoned Namespace (ZNS) SSDs. ZNS SSD organizes its storage into zones of sequential …
KDTree-SOM: Self-organizing Map based Anomaly Detection for Lightweight Autonomous Embedded Systems
Self-Organizing Maps (SOM) promise a lightweight approach for multivariate time series
anomaly detection in lightweight autonomous embedded systems. However, the enormous …
anomaly detection in lightweight autonomous embedded systems. However, the enormous …
Telescope: Telemetry at Terabyte Scale
Data-hungry applications that require terabytes of memory have become widespread in
recent years. To meet the memory needs of these applications, data centers are embracing …
recent years. To meet the memory needs of these applications, data centers are embracing …
MemScape: Sculpting Tiered Memory Management for Autonomous Vehicles
The increasing complexity of autonomous vehicle (AV) systems underscores a critical
challenge in efficient management of tiered memory architectures, which requires advances …
challenge in efficient management of tiered memory architectures, which requires advances …
AltOOM: A Data-driven Out of Memory Root Cause Identification Strategy
P Chakraborty, N Ezzati-Jivan, V Azhari… - … Conference on Big …, 2023 - ieeexplore.ieee.org
Resource-constrained devices face significant performance challenges when encountering
memory pressure situations due to limited hardware resources. Existing approaches mainly …
memory pressure situations due to limited hardware resources. Existing approaches mainly …