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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
Region-based Content Enhancement for Efficient Video Analytics at the Edge
NSDI 2025
Tooth: Toward Optimal Balance of Video QoE and Redundancy Cost by Fine-Grained FEC in Cloud Gaming Streaming
NSDI 2025
AsTree: An Audio Subscription Architecture Enabling Massive-Scale Multi-Party Conferencing
NSDI 2025
AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training
NSDI 2025
OptiReduce: Resilient and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud
NSDI 2025
SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads
NSDI 2025
Learning Production-Optimized Congestion Control Selection for Alibaba Cloud CDN
NSDI 2025
GPU-Disaggregated Serving for Deep Learning Recommendation Models at Scale
NSDI 2025
Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production
NSDI 2025
High-level Programming for Application Networks
NSDI 2025
ONCache: A Cache-Based Low-Overhead Container Overlay Network
NSDI 2025
GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters
NSDI 2025
Mitigating Scalability Walls of RDMA-based Container Networks
NSDI 2025
ODRP: On-Demand Remote Paging with Programmable RDMA
NSDI 2025
Building an Elastic Block Storage over EBOFs Using Shadow Views
NSDI 2025
CellReplay: Towards accurate record-and-replay for cellular networks
NSDI 2025
Towards Energy Efficient 5G vRAN Servers
NSDI 2025
Building Massive MIMO Baseband Processing on a Single-Node Supercomputer
NSDI 2025
From Address Blocks to Authorized Prefixes: Redesigning RPKI ROV with a Hierarchical Hashing Scheme for Fast and Memory-Efficient Validation
NSDI 2025
ClubHeap: A High-Speed and Scalable Priority Queue for Programmable Packet Scheduling
NSDI 2025
Self-Clocked Round-Robin Packet Scheduling
NSDI 2025
When P4 Meets Run-to-completion Architecture
NSDI 2025
Picsou: Enabling Replicated State Machines to Communicate Efficiently
OSDI 2025
FineMem: Breaking the Allocation Overhead vs. Memory Waste Dilemma in Fine-Grained Disaggregated Memory Management
OSDI 2025
Enabling Efficient GPU Communication over Multiple NICs with FuseLink
OSDI 2025
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