9 citations · 13 across the 13 of their papers we have counts for
14 papers
APreQEL: Adaptive Mixed Precision Quantization For Edge LLMs
Meriem Bouzouad, Yuan-Hao Chang, Jalil Boukhobza
Today, large language models have demonstrated their strengths in various tasks ranging from reasoning, code generation, and complex problem solving. However, this advancement come…
A retrospective on DISPEED -- Leveraging heterogeneity in a drone swarm for IDS execution
Vincent Lannurien, Camélia Slimani, Louis Morge-Rollet +4
Swarms of drones are gaining more and more autonomy and efficiency during their missions. However, security threats can disrupt their missions' progression. To overcome this proble…
RETENTION: Resource-Efficient Tree-Based Ensemble Model Acceleration with Content-Addressable Memory
Yi-Chun Liao, Chieh-Lin Tsai, Yuan-Hao Chang +3
Although deep learning has demonstrated remarkable capability in learning from unstructured data, modern tree-based ensemble models remain superior in extracting relevant informati…
RISCLESS: A Reinforcement Learning Strategy to Exploit Unused Cloud Resources
Sidahmed Yalles, Mohamed Handaoui, Jean-Emile Dartois +3
One of the main objectives of Cloud Providers (CP) is to guarantee the Service-Level Agreement (SLA) of customers while reducing operating costs. To achieve this goal, CPs have bui…
ReLeaSER: A Reinforcement Learning Strategy for Optimizing Utilization Of Ephemeral Cloud Resources
Mohamed Handaoui, Jean-Emile Dartois, Jalil Boukhobza +2
Cloud data center capacities are over-provisioned to handle demand peaks and hardware failures which leads to low resources' utilization. One way to improve resource utilization an…
Evaluation of the Performance/Energy Overhead in DSP Video Decoding and its Implications
Yahia Benmoussa, Jalil Boukhobza, Eric Senn +1
Video decoding is considered as one of the most compute and energy intensive application in energy constrained mobile devices. Some specific processing units, such as DSPs, are add…
DyPS: Dynamic Processor Switching for Energy-Aware Video Decoding on Multi-core SoCs
Yahia Benmoussa, Jalil Boukhobza, Eric Senn +2
In addition to General Purpose Processors (GPP), Multicore SoCs equipping modern mobile devices contain specialized Digital Signal Processor designed with the aim to provide better…
Flashmon V2: Monitoring Raw NAND Flash Memory I/O Requests on Embedded Linux
Pierre Olivier, Jalil Boukhobza, Eric Senn
This paper presents Flashmon version 2, a tool for monitoring embedded Linux NAND flash memory I/O requests. It is designed for embedded boards based devices containing raw flash c…
Toward a Unified Performance and Power Consumption NAND Flash Memory Model of Embedded and Solid State Secondary Storage Systems
Pierre Olivier, Jalil Boukhobza, Eric Senn
This paper presents a set of models dedicated to describe a flash storage subsystem structure, functions, performance and power consumption behaviors. These models cover a large ra…
A Cache Management Strategy to Replace Wear Leveling Techniques for Embedded Flash Memory
Jalil Boukhobza, Pierre Olivier, Stéphane Rubini
Prices of NAND flash memories are falling drastically due to market growth and fabrication process mastering while research efforts from a technological point of view in terms of e…
A Hardware Time Manager Implementation for the Xenomai Real-Time Kernel of Embedded Linux
Pierre Olivier, Jalil Boukhobza
Nowadays, the use of embedded operating systems in different embedded projects is subject to a tremendous growth. Embedded Linux is becoming one of those most popular EOSs due to i…
On Benchmarking Embedded Linux Flash File Systems
Pierre Olivier, Jalil Boukhobza, Eric Senn
Due to its attractive characteristics in terms of performance, weight and power consumption, NAND flash memory became the main non volatile memory (NVM) in embedded systems. Those…
Performance Evaluation of Flash File Systems
Pierre Olivier, Jalil Boukhobza, Eric Senn
Today, flash memory are strongly used in the embedded system domain. NAND flash memories are the building block of main secondary storage systems. Such memories present many benefi…
Behavioral Systel Level Power Consumption Modeling of Mobile Video Streaming applications
Yahia Benmoussa, Jalil Boukhobza, Yassine Hadjadj Aoul +2
Nowadays, the use of mobile applications and terminals faces fundamental challenges related to energy constraint. This is due to the limited battery lifetime as compared to the inc…