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Distributed Systems
327 directly classified papers
Papers per year
2006: 4
2007: 2
2008: 2
2010: 3
2011: 1
2012: 1
2013: 8
2014: 10
2015: 2
2016: 19
2017: 7
2018: 34
2019: 18
2020: 49
2021: 23
2022: 38
2023: 45
2024: 35
2025: 26
Papers
Optimization for Classical Machine Learning Problems on the GPU
AAAI 2022
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
NIPS 2022
Proof of Learning: Towards a Practical Blockchain Consensus Mechanism Using Directed Guiding Gradients (Student Abstract)
AAAI 2022
DispersedLedger: High-Throughput Byzantine Consensus on Variable Bandwidth Networks
NSDI 2022
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems
AAAI 2022
IA-CCF: Individual Accountability for Permissioned Ledgers
NSDI 2022
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks
ICML 2022
RDMA is Turing complete, we just did not know it yet!
NSDI 2022
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale
ICML 2022
A Deep Learning Dataloader with Shared Data Preparation
NIPS 2022
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing
NSDI 2022
Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update
OSDI 2022
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training
NIPS 2022
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
OSDI 2022
Orca: A Distributed Serving System for Transformer-Based Generative Models
OSDI 2022
Owl: Scale and Flexibility in Distribution of Hot Content
OSDI 2022
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation
ICML 2022
An edge-queued datagram service for all datacenter traffic
NSDI 2022
Towards Optimal Communication Complexity in Distributed Non-Convex Optimization
NIPS 2022
Revisiting Consistent Hashing with Bounded Loads
AAAI 2021
Bringing Decentralized Search to Decentralized Services
OSDI 2021
DistAI: Data-Driven Automated Invariant Learning for Distributed Protocols
OSDI 2021
EPaxos Revisited
NSDI 2021
Finding Invariants of Distributed Systems: It's a Small (Enough) World After All
NSDI 2021
NrOS: Effective Replication and Sharing in an Operating System
OSDI 2021
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