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Machine Learning
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Efficient Computing
6,876 papers
Papers per year
2003: 3
2004: 2
2005: 3
2006: 3
2007: 8
2008: 10
2009: 7
2010: 11
2011: 12
2012: 15
2013: 53
2014: 48
2015: 55
2016: 97
2017: 135
2018: 233
2019: 369
2020: 502
2021: 664
2022: 741
2023: 1039
2024: 1063
2025: 1395
2026: 408
Papers
UFO: The Ultimate QoS-Aware Core Management for Virtualized and Oversubscribed Public Clouds
NSDI 2024
AutoSketch: Automatic Sketch-Oriented Compiler for Query-driven Network Telemetry
NSDI 2024
Leo: Online ML-based Traffic Classification at Multi-Terabit Line Rate
NSDI 2024
MobileConfig: Remote Configuration Management for Mobile Apps at Hyperscale
NSDI 2024
Passengers' Safety Matters: Experiences of Deploying a Large-Scale Indoor Delivery Monitoring System
NSDI 2024
Sabre: Hardware-Accelerated Snapshot Compression for Serverless MicroVMs
OSDI 2024
Harvesting Memory-bound CPU Stall Cycles in Software with MSH
OSDI 2024
A Tale of Two Paths: Toward a Hybrid Data Plane for Efficient Far-Memory Applications
OSDI 2024
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve
OSDI 2024
Llumnix: Dynamic Scheduling for Large Language Model Serving
OSDI 2024
ACCL+: an FPGA-Based Collective Engine for Distributed Applications
OSDI 2024
Enabling Tensor Language Model to Assist in Generating High-Performance Tensor Programs for Deep Learning
OSDI 2024
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation
OSDI 2024
nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training
OSDI 2024
ChameleonAPI: Automatic and Efficient Customization of Neural Networks for ML Applications
OSDI 2024
Optimizing Resource Allocation in Hyperscale Datacenters: Scalability, Usability, and Experiences
OSDI 2024
μSlope: High Compression and Fast Search on Semi-Structured Logs
OSDI 2024
ServiceLab: Preventing Tiny Performance Regressions at Hyperscale through Pre-Production Testing
OSDI 2024
MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale
OSDI 2024
Automatically Reasoning About How Systems Code Uses the CPU Cache
OSDI 2024
Ransom Access Memories: Achieving Practical Ransomware Protection in Cloud with DeftPunk
OSDI 2024
FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces
OSDI 2024
Burstable Cloud Block Storage with Data Processing Units
OSDI 2024
Detecting Logic Bugs in Database Engines via Equivalent Expression Transformation
OSDI 2024
Performance Interfaces for Hardware Accelerators
OSDI 2024
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