Charith Mendis
- VeGen: a vectorizer generator for SIMD and beyond
2021/04/11 by Yishen Chen, Charith Mendis, Michael Carbin +1 · 1 voice · 4 citations
Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques
- Revec: program rejuvenation through revectorization
2019/02/07 by Charith Mendis, Ajay Jain, Paras Jain +1 · 3 voices
Computer Science · #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies #Distributed systems and fault tolerance
- DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates
2020/10/08 by Alex Renda, Yishen Chen, Charith Mendis +1 · 1 voice · 2 citations
Computer Science · #cs.LG #cs.AR #cs.PL
- Runtime Prediction of AI Model Operations Using a GRU-Based Neural Network
2023/08/25 by Phothilimthana, Phitchaya Mangpo, Sami Abu-El-Haija, Abu-El-Haija, Sami +9 · 7 citations
Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Social and Information Networks (cs.SI) #Software Engineering Research #Software System Performance and Reliability
- Transforming the Hybrid Cloud for Emerging AI Workloads
2024/11/20 by Deming Chen, Chen, Deming, Alaa Youssef +85 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
- Learning Large Graph Property Prediction via Graph Segment Training
2023/05/21 by Kaidi Cao, Cao, Kaidi, Phitchaya Mangpo Phothilimthana +13 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- A Learned Performance Model for Tensor Processing Units
2020/08/03 by Samuel J. Kaufman, Phitchaya Mangpo Phothilimthana, Kaufman, Samuel J. +11 · 1 voice
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF) #Tensor decomposition and applications #Topic Modeling #cs.LG #cs.PF
- Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks
2018/08/21 by Charith Mendis, Alex Renda, Saman Amarasinghe +1 · 1 voice
Computer Science · Mathematics · #cs.DC #cs.LG #stat.ML
- ACT: Automatically Generating Compiler Backends from Tensor Accelerator ISA Descriptions
2025/10/11 by Devansh Jain, Jain, Devansh, Akash Pardeshi +10 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software System Performance and Reliability #Tensor decomposition and applications
- COMET: Neural Cost Model Explanation Framework
2023/02/14 by Isha Chaudhary, Alex Renda, Chaudhary, Isha +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)