Josep Torrellas
University of Illinois at Urbana-Champaign
H-index: 69
North America-United States
Top articles of Josep Torrellas
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference | arXiv preprint arXiv:2403.20306 | Jovan Stojkovic Esha Choukse Chaojie Zhang Inigo Goiri Josep Torrellas | 2024/3/29 |
HotTiles: Accelerating SpMM with Heterogeneous Accelerator Architectures | Gerasimos Gerogiannis Sriram Aananthakrishnan Josep Torrellas Ibrahim Hur | 2024/3/2 | |
MINOS: Distributed Consistency and Persistency Protocol Implementation & Offloading to SmartNICs | Antonis Psistakis Fabien Chaix Josep Torrellas | 2024/3/2 | |
Two-Face: Combining Collective and One-Sided Communication for Efficient Distributed SpMM | Charles Block Gerasimos Gerogiannis Charith Mendis Ariful Azad Josep Torrellas | 2024/4/27 | |
Last-Level Cache Side-Channel Attacks Are Feasible in the Modern Public Cloud | Zirui Neil Zhao Adam Morrison Christopher W Fletcher Josep Torrellas | 2024 | |
Everywhere All at Once: Co-Location Attacks on Public Cloud FaaS | Zirui Neil Zhao Adam Morrison Christopher W Fletcher Josep Torrellas | 2024/4/27 | |
Serverless computing using resource multiplexing | 2024/4/25 | ||
Memory-Efficient Hashed Page Tables | Jovan Stojkovic Namrata Mantri Dimitrios Skarlatos Tianyin Xu Josep Torrellas | 2023/2/25 | |
Input-sensitive dense-sparse primitive compositions for GNN acceleration | arXiv preprint arXiv:2306.15155 | Damitha Lenadora Vimarsh Sathia Gerasimos Gerogiannis Serif Yesil Josep Torrellas | 2023/6/27 |
Specfaas: Accelerating serverless applications with speculative function execution | Jovan Stojkovic Tianyin Xu Hubertus Franke Josep Torrellas | 2023/2/25 | |
μManycore: A Cloud-Native CPU for Tail at Scale | Jovan Stojkovic Chunao Liu Muhammad Shahbaz Josep Torrellas | 2023/6/17 | |
WISE: Predicting the performance of sparse matrix vector multiplication with machine learning | Serif Yesil Azin Heidarshenas Adam Morrison Josep Torrellas | 2023/2/25 | |
Spade: A flexible and scalable accelerator for spmm and sddmm | Gerasimos Gerogiannis Serif Yesil Damitha Lenadora Dingyuan Cao Charith Mendis | 2023/6/17 | |
Defensive ML: Defending Architectural Side-channels with Adversarial Obfuscation | arXiv preprint arXiv:2302.01474 | Hyoungwook Nam Raghavendra Pradyumna Pothukuchi Bo Li Nam Sung Kim Josep Torrellas | 2023/2/3 |
Mxfaas: Resource sharing in serverless environments for parallelism and efficiency | Jovan Stojkovic Tianyin Xu Hubertus Franke Josep Torrellas | 2023/6/17 | |
????Manycore: A Cloud-Native CPU for Tail at Scale | Jovan Stojkovic Chunao Liu Muhammad Shahbaz Josep Torrellas | 2023 | |
Untangle: A principled framework to design low-leakage, high-performance dynamic partitioning schemes | Zirui Neil Zhao Adam Morrison Christopher W Fletcher Josep Torrellas | 2023/3/25 | |
Micro-armed bandit: lightweight & reusable reinforcement learning for microarchitecture decision-making | Gerasimos Gerogiannis Josep Torrellas | 2023/10/28 | |
Binoculars:{Contention-Based}{Side-Channel} attacks exploiting the page walker | Zirui Neil Zhao Adam Morrison Christopher W Fletcher Josep Torrellas | 2022 | |
Dense dynamic blocks: optimizing SpMM for processors with vector and matrix units using machine learning techniques | Serif Yesil José E Moreira Josep Torrellas | 2022/6/28 |
Co-Authors
