Christos Kozyrakis

1. SGLang: Efficient Execution of Structured Language Model Programs
   2023/12/12 by Lianmin Zheng, Liangsheng Yin, Zheng, Lianmin +21 · 1 voice · 393 citations
   Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.PL
2. Learning Memory Access Patterns
   2018/03/06 by Milad Hashemi, Hashemi, Milad, Kevin Swersky +14 · 1 voice · 12 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Parallel Computing and Optimization Techniques #cs.LG #stat.ML
3. DBOS: A Proposal for a Data-Centric Operating System
   2020/07/21 by Michael Cafarella, David DeWitt, Cafarella, Michael +14 · 4 voices
   Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed systems and fault tolerance #cs.AR #cs.DB #cs.DC #cs.NI #cs.OS
4. Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines
   2021/02/03 by Francisco Romero, Mark Zhao, Romero, Francisco +5 · 9 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Image and Video Quality Assessment #Parallel #and Cluster Computing (cs.DC)
5. FaaT: A Transparent Auto-Scaling Cache for Serverless Applications
   2021/04/28 by Francisco Romero, Gohar Irfan Chaudhry, Romero, Francisco +15 · 6 citations
   Computer Science · #Cloud Computing and Resource Management #Caching and Content Delivery #Advanced Data Storage Technologies
6. RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure
   2022/11/09 by Mark Zhao, Dhruv Choudhary, Zhao, Mark +20 · 5 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Parallel #Performance (cs.PF) #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
7. Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight
   2024/07/11 by Zhiqiang Xie, Yujia Zheng, Xie, Zhiqiang +9 · 9 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Service-Oriented Architecture and Web Services #Software System Performance and Reliability #and Cluster Computing (cs.DC)
8. LIMINAL: Exploring The Frontiers of LLM Decode Performance
   2025/07/18 by Michael Davies, Davies, Michael, Neal Crago +5 · 2 voices · 1 citation
   Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AR
9. Practical Scheduling for Real-World Serverless Computing
   2021/11/14 by Kostis Kaffes, Kaffes, Kostis, Neeraja J. Yadwadkar +3 · 3 citations
   Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
10. INFaaS: A Model-less and Managed Inference Serving System
    2019/05/30 by Francisco Romero, Qian Li, Romero, Francisco +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
11. AI Metropolis: Scaling Large Language Model-based Multi-Agent Simulation with Out-of-order Execution
    2024/11/05 by Zhiqiang Xie, Xie, Zhiqiang, Hao Kang +9 · 6 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Multiagent Systems (cs.MA) #Parallel #Simulation Techniques and Applications #Topic Modeling #and Cluster Computing (cs.DC)
12. RecShard: Statistical Feature-Based Memory Optimization for Industry-Scale Neural Recommendation
    2022/01/25 by Geet Sethi, Bilge Acun, Sethi, Geet +9 · 2 citations
    Computer Science · #Recommender Systems and Techniques #Text and Document Classification Technologies #Image Retrieval and Classification Techniques
13. SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits
    2026/03/19 by Edward Lin, Sahil Modi, Siva Kumar Sastry Hari +30 · 1 voice · 2 citations
    Computer Science · #cs.LG #cs.AI
14. cedar: Optimized and Unified Machine Learning Input Data Pipelines
    2024/01/17 by Mark Zhao, Emanuel Adamiak, Zhao, Mark +3 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
15. SOLAR: AI-Powered Speed-of-Light Performance Analysis
    2026/06/24 by Qijing Huang, Sana Damani, Zhifan Ye +9 · 1 voice
    Computer Science · #cs.LG #cs.AI #cs.AR #cs.MA #cs.PF
16. Apiary: A DBMS-Integrated Transactional Function-as-a-Service Framework
    2022/08/27 by Peter Kraft, Qian Li, Kraft, Peter +35 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Databases (cs.DB) #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #Software System Performance and Reliability #and Cluster Computing (cs.DC)
17. Zelda: Video Analytics using Vision-Language Models
    2023/05/05 by Francisco Romero, Romero, Francisco, Caleb Winston +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Databases (cs.DB) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
18. Wave: Offloading Resource Management to SmartNIC Cores
    2024/08/30 by Jack Tigar Humphries, Humphries, Jack Tigar, Neel Natu +13 · 1 citation
    Computer Science · #Distributed and Parallel Computing Systems #Embedded Systems Design Techniques #FOS: Computer and information sciences #Operating Systems (cs.OS) #Parallel Computing and Optimization Techniques
19. A New Frontier for Pull-Based Graph Processing
    2019/03/18 by Samuel Grossman, Grossman, Samuel, Christos Kozyrakis +1 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Parallel #Web Data Mining and Analysis #and Cluster Computing (cs.DC) #cs.DC
20. Scalable vector processors for embedded systems
    2003/11/01 by Christos Kozyrakis, David A. Patterson · 1 citation
    Computer Science · #Parallel Computing and Optimization Techniques #Interconnection Networks and Systems #Embedded Systems Design Techniques
21. ProofWright: Towards Agentic Formal Verification of CUDA
    2025/11/15 by Bodhisatwa Chatterjee, Drew Zagieboylo, Chatterjee, Bodhisatwa +7 · 1 citation
    Computer Science · #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques #Security and Verification in Computing
22. Efficient GNN Training Through Structure-Aware Randomized Mini-Batching
    2025/04/25 by Christos Kozyrakis, Balaji, Vignesh, Kozyrakis, Christos +4 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)