2025 · arXiv / CoRR
François Belias, Naser Ezzati-Jivan, Foutse Khomh
DEBA is an architecture-aware adaptive batch scheduler that uses training-stability signals to decide when and how to change batch size.
Keywords: DEBA · adaptive batch size · gradient variance · training speedup · ResNet
Read the detailed paper record · · Authoritative source
2021 · Sensors
Yonni Chen Kuang Piao, Naser Ezzati-Jivan, Michel R. Dagenais
The paper presents a modular client-server architecture for large-trace storage, analysis, and visualization inside an integrated development environment.
Keywords: distributed architecture · Trace Compass · TraceScape · LTTng 2.10.3 · Trace Analysis Server Protocol
Read the detailed paper record · · Authoritative source
2019 · International Journal of Parallel Programming
Fabien Reumont-Locke, Naser Ezzati-Jivan, Michel R. Dagenais
The paper partitions Common Trace Format streams into balanced workloads, resolves cross-chunk state dependencies, and parallelizes stateful trace analyses with low synchronization cost.
Keywords: trace analysis · parallelization · analysis scalability · multicore processing · CTF
Read the detailed paper record · · Authoritative source
2016 · IEEE BigData Congress
Loic Prieur-Drevon, Raphael Beamonte, Naser Ezzati-Jivan, Michel R. Dagenais
eSHT redesigns the State History Tree to store and query highly parallel trace intervals more compactly and with shallower trees.
Keywords: Enhanced State History Tree · eSHT · State History Tree · interval data · external-memory indexing
Read the detailed paper record · · Authoritative source
2011 · Sixth International Conference on Internet Monitoring and Protection (ICIMP 2011)
Naser Ezzati Jivan, Alireza Shameli Sendi, Naser Nematbakhsh, Michel Dagenais
The paper moves part of an application proxy into the kernel to reduce context switches and unnecessary data copies during connection filtering.
Keywords: in-kernel proxy · connection filtering · Fire Bench · SPECWeb2009 · context switches
Read the detailed paper record · · Authoritative source