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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
Exploiting Digital Micro-Mirror Devices for Ambient Light Communication
NSDI 2022
Re-architecting Traffic Analysis with Neural Network Interface Cards
NSDI 2022
Katra: Realtime Verification for Multilayer Networks
NSDI 2022
Dynamic Scheduling of Approximate Telemetry Queries
NSDI 2022
Packet Order Matters! Improving Application Performance by Deliberately Delaying Packets
NSDI 2022
How to diagnose nanosecond network latencies in rich end-host stacks
NSDI 2022
CurvingLoRa to Boost LoRa Network Throughput via Concurrent Transmission
NSDI 2022
Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models
NSDI 2022
MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters
NSDI 2022
SwarmMap: Scaling Up Real-time Collaborative Visual SLAM at the Edge
NSDI 2022
Enabling IoT Self-Localization Using Ambient 5G Signals
NSDI 2022
Cocktail: A Multidimensional Optimization for Model Serving in Cloud
NSDI 2022
Data-Parallel Actors: A Programming Model for Scalable Query Serving Systems
NSDI 2022
Orca: Server-assisted Multicast for Datacenter Networks
NSDI 2022
OrbWeaver: Using IDLE Cycles in Programmable Networks for Opportunistic Coordination
NSDI 2022
RDC: Energy-Efficient Data Center Network Congestion Relief with Topological Reconfigurability at the Edge
NSDI 2022
Justitia: Software Multi-Tenancy in Hardware Kernel-Bypass Networks
NSDI 2022
Scaling Open vSwitch with a Computational Cache
NSDI 2022
Backdraft: a Lossless Virtual Switch that Prevents the Slow Receiver Problem
NSDI 2022
Carbink: Fault-Tolerant Far Memory
OSDI 2022
RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
OSDI 2022
ODINFS: Scaling PM Performance with Opportunistic Delegation
OSDI 2022
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute
OSDI 2022
ROLLER: Fast and Efficient Tensor Compilation for Deep Learning
OSDI 2022
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning
OSDI 2022
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