Abstract:
Data centers have undergone significant expansions in recent years, as cloud service providers seek to improve the quality of service and reduce operational costs. Cloud ...Show MoreMetadata
Abstract:
Data centers have undergone significant expansions in recent years, as cloud service providers seek to improve the quality of service and reduce operational costs. Cloud providers are investing heavily in inter-data center wide-area networks, which help to transport traffic between geographically distributed data centers. However, efficient workload management in complex large-scale networks with a dynamic environment is challenging. In this regard, researchers have developed various solutions to address different challenges for data transfer in inter-data center networks. In this paper, we present a comprehensive review of recent strategies and optimization schemes proposed in the literature to optimize data transfer in geographically distributed data centers. This review paper examines the challenges of data delivery and classifies recent existing solutions for addressing the issues based on communication patterns, objectives, proposed communication frameworks, and evaluation methods. In this study, we provide valuable insights into the current challenges and identify several promising research directions that require significant research endeavors in the future. The findings of this study are useful for researchers and practitioners interested in optimizing data transfer in inter-data center networks.
Published in: IEEE Transactions on Network and Service Management ( Volume: 21, Issue: 6, December 2024)
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Cloud computing ,
- Data centers ,
- Optimization ,
- Costs ,
- Reviews ,
- Data transfer ,
- Surveys
- Index Terms
- Replica ,
- Evaluation Method ,
- Service Quality ,
- Cloud Computing ,
- Data Transfer ,
- Large-scale Networks ,
- Communication Patterns ,
- Data Delivery ,
- Communication Framework ,
- Wide Area Network ,
- Cloud Providers ,
- Learning Algorithms ,
- Resource Utilization ,
- Data Transmission ,
- Completion Time ,
- Performance Requirements ,
- Time Slot ,
- Quality Of Experience ,
- Network Resources ,
- Transmission Time ,
- Optical Layer ,
- Transmission Cost ,
- Control Plane ,
- Multicast ,
- Live Streaming ,
- Internet Service Providers ,
- Average Completion Time ,
- Multiple Trees ,
- Congested ,
- Network Utility
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Cloud computing ,
- Data centers ,
- Optimization ,
- Costs ,
- Reviews ,
- Data transfer ,
- Surveys
- Index Terms
- Replica ,
- Evaluation Method ,
- Service Quality ,
- Cloud Computing ,
- Data Transfer ,
- Large-scale Networks ,
- Communication Patterns ,
- Data Delivery ,
- Communication Framework ,
- Wide Area Network ,
- Cloud Providers ,
- Learning Algorithms ,
- Resource Utilization ,
- Data Transmission ,
- Completion Time ,
- Performance Requirements ,
- Time Slot ,
- Quality Of Experience ,
- Network Resources ,
- Transmission Time ,
- Optical Layer ,
- Transmission Cost ,
- Control Plane ,
- Multicast ,
- Live Streaming ,
- Internet Service Providers ,
- Average Completion Time ,
- Multiple Trees ,
- Congested ,
- Network Utility
- Author Keywords