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Showing 201–225 of 3104 papers
Title
Date
Tasks
Status
Hype
Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling
Aug 1, 2022
Deep Reinforcement Learning
energy management
Code
Code Available
1
NumS: Scalable Array Programming for the Cloud
Jun 28, 2022
regression
Scheduling
Code
Code Available
1
Epicasting: An Ensemble Wavelet Neural Network (EWNet) for Forecasting Epidemics
Jun 21, 2022
Scheduling
Time Series
Code
Code Available
1
Boosting DNN Cold Inference on Edge Devices
Jun 15, 2022
Scheduling
Code
Code Available
1
Morphence-2.0: Evasion-Resilient Moving Target Defense Powered by Out-of-Distribution Detection
Jun 15, 2022
image-classification
Image Classification
Code
Code Available
1
Learning to generalize Dispatching rules on the Job Shop Scheduling
Jun 9, 2022
Job Shop Scheduling
Scheduling
Code
Code Available
1
Decentralized Training of Foundation Models in Heterogeneous Environments
Jun 2, 2022
GPU
Scheduling
Code
Code Available
1
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems
May 31, 2022
BIG-bench Machine Learning
CPU
Code
Code Available
1
MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments
May 21, 2022
Cloud Computing
Management
Code
Code Available
1
Decomposition Strategies and Multi-shot ASP Solving for Job-shop Scheduling
May 16, 2022
Combinatorial Optimization
Job Shop Scheduling
Code
Code Available
1
MAP-Elites based Hyper-Heuristic for the Resource Constrained Project Scheduling Problem
Apr 24, 2022
Combinatorial Optimization
Diversity
Code
Code Available
1
Forecasting SQL Query Cost at Twitter
Apr 12, 2022
CPU
Scheduling
Code
Code Available
1
DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting
Mar 15, 2022
Scheduling
Time Series
Code
Code Available
1
D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation
Feb 14, 2022
Active Learning
Domain Adaptation
Code
Code Available
1
Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
Feb 9, 2022
Adversarial Robustness
Scheduling
Code
Code Available
1
Graph Coloring with Physics-Inspired Graph Neural Networks
Feb 3, 2022
Clustering
Community Detection
Code
Code Available
1
Flipping the switch on local exploration: Genetic Algorithms with Reversals
Feb 2, 2022
Heuristic Search
Scheduling
Code
Code Available
1
Scaling Up Knowledge Graph Creation to Large and Heterogeneous Data Sources
Jan 24, 2022
Knowledge Graphs
Management
Code
Code Available
1
Dynamic GPU Energy Optimization for Machine Learning Training Workloads
Jan 5, 2022
BIG-bench Machine Learning
GPU
Code
Code Available
1
Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism
Jan 3, 2022
Deep Reinforcement Learning
Graph Representation Learning
Code
Code Available
1
ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms
Dec 17, 2021
Deep Reinforcement Learning
Scheduling
Code
Code Available
1
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments
Dec 16, 2021
Scheduling
Code
Code Available
1
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems
Dec 14, 2021
Cloud Computing
Distributed Computing
Code
Code Available
1
VMAgent: Scheduling Simulator for Reinforcement Learning
Dec 9, 2021
Cloud Computing
reinforcement-learning
Code
Code Available
1
Episodic Policy Gradient Training
Dec 3, 2021
Policy Gradient Methods
Scheduling
Code
Code Available
1
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