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performance optimization

47 papers

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Co-occurring keywords

large language model (12755) reinforcement learning (4122) code generation (699) program analysis (32) network latency (5) distributed storage (13) operating system (17) memory management (37) gpu optimization (27) code optimization (8)

Papers

Deploying Atmospheric and Oceanic AI Models on Chinese Hardware and Framework: Migration Strategies, Performance Optimization and Analysis AAAI 2026
DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation AAAI 2026
CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization AUTOML 2025
Principles and Methodologies for Serial Performance Optimization OSDI 2025
POLO: An LLM-Powered Project-Level Code Performance Optimization Framework IJCAI 2025
Fork in the Road: Reflections and Optimizations for Cold Start Latency in Production Serverless Systems OSDI 2025
Neutrino: Fine-grained GPU Kernel Profiling via Programmable Probing OSDI 2025
ONCache: A Cache-Based Low-Overhead Container Overlay Network NSDI 2025
QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives IJCAI 2025
QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models AAAI 2025
Tiered Memory Management Beyond Hotness OSDI 2025
Preventing Network Bottlenecks: Accelerating Datacenter Services with Hotspot-Aware Placement for Compute and Storage NSDI 2025
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024
Nomad: Non-Exclusive Memory Tiering via Transactional Page Migration OSDI 2024
Balancing Humans and Machines: A Study on Integration Scale and Its Impact on Collaborative Performance AAAI 2024
Optimized Speculative Sampling for GPU Hardware Accelerators EMNLP 2024
Microkernel Goes General: Performance and Compatibility in the HongMeng Production Microkernel OSDI 2024
OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy NSDI 2024
Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines NIPS 2024
LDB: An Efficient Latency Profiling Tool for Multithreaded Applications NSDI 2024
The Grand Illusion: The Myth of Software Portability and Implications for ML Progress. NIPS 2023
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis NIPS 2023
Electrode: Accelerating Distributed Protocols with eBPF NSDI 2023
Triangulating Python Performance Issues with SCALENE OSDI 2023
Trinity: High-Performance Mobile Emulation through Graphics Projection OSDI 2022