Deep‐Q learning‐based heterogeneous earliest finish time scheduling algorithm for scientific workflows in cloud

Dynamic Embedding and Quality of Service-Driven Adjustment for Cloud Networks

(2019) Haotong Cao et al.   IEEE Transactions on Industrial Informatics

An intermediate data placement algorithm for load balancing in Spark computing environment

(2018) Zhuo Tang et al.   Future Generation Computer Systems-The International Journal of eScience

Renewable Energy-based Multi-Indexed Job Classification and Container Management Scheme for Sustainability of Cloud Data Centers

(2018) Gagangeet Singh Aujla et al.   IEEE Transactions on Industrial Informatics

Profit-Driven Dynamic Cloud Pricing for Multiserver Systems Considering User Perceived Value

(2018) Peijin Cong et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

New scheduling approach using reinforcement learning for heterogeneous distributed systems

(2018) Alexandru Iulian Orhean et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Soft error-aware energy-efficient task scheduling for workflow applications in DVFS-enabled cloud

(2018) Tingming Wu et al.   JOURNAL OF SYSTEMS ARCHITECTURE

A Parallel Multiclassification Algorithm for Big Data Using an Extreme Learning Machine

(2018) Mingxing Duan et al.   IEEE Transactions on Neural Networks and Learning Systems

Energy-aware virtual machine allocation for cloud with resource reservation

(2018) Xinqian Zhang et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Stackelberg Game for Energy-aware Resource Allocation to Sustain Data Centers Using RES

(2017) Gagangeet Singh Aujla et al.   IEEE Transactions on Cloud Computing

Evolutionary Multi-Objective Workflow Scheduling in Cloud

(2016) Zhaomeng Zhu et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Energy and time constrained task scheduling on multiprocessor computers with discrete speed levels

(2016) Keqin Li   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Random task scheduling scheme based on reinforcement learning in cloud computing

(2015) Zhiping Peng et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Cost-aware challenges for workflow scheduling approaches in cloud computing environments: Taxonomy and opportunities

(2015) Ehab Nabiel Alkhanak et al.   Future Generation Computer Systems-The International Journal of eScience

End-to-End Delay Minimization for Scientific Workflows in Clouds under Budget Constraint

(2015) Chase Qishi Wu et al.   IEEE Transactions on Cloud Computing

List Scheduling Algorithm for Heterogeneous Systems by an Optimistic Cost Table

(2014) Hamid Arabnejad et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

A genetic algorithm for task scheduling on heterogeneous computing systems using multiple priority queues

(2014) Yuming Xu et al.   INFORMATION SCIENCES

Proactive scheduling in distributed computing—A reinforcement learning approach

(2014) Zhao Tong et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Reinforcement learning in robotics: A survey

(2013) Jens Kober et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

An effective duplication-based task-scheduling algorithm for heterogeneous systems

(2011) Mahsa Hosseinzadeh et al.   SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL

Institutional Profile: The USC Epigenome Center

(2009) Peter W Laird   Epigenomics

High-Throughput, Kingdom-Wide Prediction and Annotation of Bacterial Non-Coding RNAs

(2008) Jonathan Livny et al.   PLoS One