NeurIPS 2023 Workshop MLSys Submissions

Efficient Prompt Caching for Large Language Model Inference via Embedding Similarity
NeurIPS 2023 Workshop MLSys Submission40 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks
NeurIPS 2023 Workshop MLSys Submission38 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
VMR2L: Virtual Machines Rescheduling Using Reinforcement Learning in Data Centers
NeurIPS 2023 Workshop MLSys Submission37 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 OralPoster
- Readers: Everyone
Renamer: A Transformer Architecture Invariant to Variable Renaming
NeurIPS 2023 Workshop MLSys Submission36 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Redco: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs
NeurIPS 2023 Workshop MLSys Submission34 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
CloudEval-YAML: A Realistic and Scalable Benchmark for Cloud Configuration Generation
NeurIPS 2023 Workshop MLSys Submission33 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
ZeRO++: Extremely Efficient Collective Communication for Large Model Training
NeurIPS 2023 Workshop MLSys Submission32 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 OralPoster
- Readers: Everyone
Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning
NeurIPS 2023 Workshop MLSys Submission31 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
ComPile: A Large IR Dataset from Production Sources
NeurIPS 2023 Workshop MLSys Submission30 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
On a Foundation Model for Operating Systems
NeurIPS 2023 Workshop MLSys Submission29 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation
NeurIPS 2023 Workshop MLSys Submission28 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Choice-Based Learning in JAX
NeurIPS 2023 Workshop MLSys Submission27 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Silhouette: Toward Performance-Conscious and Transferable CPU Embeddings
NeurIPS 2023 Workshop MLSys Submission25 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Performance Roulette: How Cloud Weather Affects ML-Based System Optimization
NeurIPS 2023 Workshop MLSys Submission24 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
DeePref: Deep Reinforcement Learning For Video Prefetching In Content Delivery Networks
NeurIPS 2023 Workshop MLSys Submission22 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation
NeurIPS 2023 Workshop MLSys Submission21 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Reinforcement Learning for FPGA Placement
NeurIPS 2023 Workshop MLSys Submission20 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
MASE: An Efficient Representation for Software-Defined ML Hardware System Exploration
NeurIPS 2023 Workshop MLSys Submission19 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Multi-Agent Join
NeurIPS 2023 Workshop MLSys Submission17 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Secrecy and Sensitivity: Privacy-Performance Trade-Offs in Encrypted Traffic Classification
NeurIPS 2023 Workshop MLSys Submission16 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Can Semi-Supervised Learning Improve Prediction of Deep Learning Model Resource Consumption?
NeurIPS 2023 Workshop MLSys Submission15 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
PLPilot: Benchmark an Automated Programming Language Design Framework Enabled by Large Language Models
NeurIPS 2023 Workshop MLSys Submission13 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Improving Large Language Model Hardware Generating Quality through Post-LLM Search
NeurIPS 2023 Workshop MLSys Submission12 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
SmartChoices: Augmenting Software with Learned Implementations
NeurIPS 2023 Workshop MLSys Submission11 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone
Early notice: GenAI-based Datarace Fix for Real-World Golang Programs
NeurIPS 2023 Workshop MLSys Submission10 Authors
- Published: 28 Oct 2023, Last Modified: 12 Dec 2023
- MlSys Workshop NeurIPS 2023 Poster
- Readers: Everyone