performance optimization

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 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 POLO: An LLM-Powered Project-Level Code Performance Optimization Framework IJCAI 2025 Preventing Network Bottlenecks: Accelerating Datacenter Services with Hotspot-Aware Placement for Compute and Storage NSDI 2025 Principles and Methodologies for Serial Performance Optimization OSDI 2025 QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models AAAI 2025 QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives IJCAI 2025 Tiered Memory Management Beyond Hotness OSDI 2025 Balancing Humans and Machines: A Study on Integration Scale and Its Impact on Collaborative Performance AAAI 2024 Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines NeurIPS 2024 From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024 LDB: An Efficient Latency Profiling Tool for Multithreaded Applications NSDI 2024 Microkernel Goes General: Performance and Compatibility in the HongMeng Production Microkernel OSDI 2024 Nomad: Non-Exclusive Memory Tiering via Transactional Page Migration OSDI 2024 OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy NSDI 2024 Optimized Speculative Sampling for GPU Hardware Accelerators EMNLP 2024 Electrode: Accelerating Distributed Protocols with eBPF NSDI 2023 PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis NeurIPS 2023 The Grand Illusion: The Myth of Software Portability and Implications for ML Progress. NeurIPS 2023 Triangulating Python Performance Issues with SCALENE OSDI 2023 From Dynamic Loading to Extensible Transformation: An Infrastructure for Dynamic Library Transformation OSDI 2022