conftrace_
← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6,876 papers

Papers per year

Papers

Exploration and Discovery of the COVID-19 Literature through Semantic Visualization NAACL 2021
Should we find another model?: Improving Neural Machine Translation Performance with ONE-Piece Tokenization Method without Model Modification NAACL 2021
LightSeq: A High Performance Inference Library for Transformers NAACL 2021
An Architecture for Accelerated Large-Scale Inference of Transformer-Based Language Models NAACL 2021
The Helsinki submission to the AmericasNLP shared task NAACL 2021
ViziTex: Interactive Visual Sense-Making of Text Corpora NAACL 2021
Multimodal Weighted Fusion of Transformers for Movie Genre Classification NAACL 2021
Running BGP in Data Centers at Scale NSDI 2021
GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level Language NSDI 2021
Move Fast and Meet Deadlines: Fine-grained Real-time Stream Processing with Cameo NSDI 2021
Pushing the Physical Limits of IoT Devices with Programmable Metasurfaces NSDI 2021
AIRCODE: Hidden Screen-Camera Communication on an Invisible and Inaudible Dual Channel NSDI 2021
Device-Based LTE Latency Reduction at the Application Layer NSDI 2021
MilliSort and MilliQuery: Large-Scale Data-Intensive Computing in Milliseconds NSDI 2021
Ship Compute or Ship Data? Why Not Both? NSDI 2021
Mistify: Automating DNN Model Porting for On-Device Inference at the Edge NSDI 2021
ATP: In-network Aggregation for Multi-tenant Learning NSDI 2021
On the Use of ML for Blackbox System Performance Prediction NSDI 2021
Simplifying Backscatter Deployment: Full-Duplex LoRa Backscatter NSDI 2021
One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning NSDI 2021
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning OSDI 2021
Oort: Efficient Federated Learning via Guided Participant Selection OSDI 2021
PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections OSDI 2021
Modernizing File System through In-Storage Indexing OSDI 2021
Nap: A Black-Box Approach to NUMA-Aware Persistent Memory Indexes OSDI 2021