Towards an internet-scale overlay network for latency-aware decentralized workflows at the edge

Kathiravelu, Pradeeban; Zaiman, Zachary; Gichoya, Judy Wawira; Veiga, Luís; Banerjee, Imon

doi:10.1016/j.comnet.2021.108654

Cited by 9 publications

(3 citation statements)

References 28 publications

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“…Consequently, end-to-end latency is lower since the data is transmitted across fewer hops. Multi-access/Mobile edge computing (MEC) was recently introduced as a key enabler of future 5G and 6G networks, shifting services from large remote cloud servers to an ubiquitous architecture of micro servers close to access networks and base stations [10]- [12]. This proximity can help MEC provide its main characteristics: mobility support, real-time response, and high bandwidth [13], which is especially important for mobile Internet-of-Things (IoT) devices.…”

Section: Introductionmentioning

confidence: 99%

Multi-Microservice Migration Modeling, Comparison, and Potential in 5G/6G Mobile Edge Computing: A Non-Average Parameter Values Approach

Rezazadeh,

Lutfiyya

2023

IEEE Access

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Cloud, fog, and edge computing integration with future mobile Internet-of-Things (IoT) devices and related applications in 5G/6G networks will become more practical in the coming years. Containers became the de facto virtualization technique that replaced Virtual Memory (VM). Mobile IoT applications, e.g., intelligent transportation and augmented reality, incorporating fog-edge, have increased the demand for a millisecond-scale response and processing time. Edge Computing reduces remote network traffic and latency. These services must run on edge nodes that are physically close to devices. However, classical migration techniques may not meet the requirements of future mission-critical IoT applications. IoT mobile devices have limited resources for running multiple services, and client-server latency worsens when fog-edge services must migrate to maintain proximity in light of device mobility. This study analyzes the performance of the MiGrror migration method and the pre-copy live migration method when the migration of heterogeneous multiple VMs/containers is considered. This paper presents mathematical models for the stated methods and provides migration guidelines and comparisons for services to be implemented as multiple containers, as in microservice-based environments. Experiments demonstrate that MiGrror outperforms the pre-copy technique and, unlike conventional live migrations, can maintain less than 10 milliseconds of downtime and reduce migration time with a minimal bandwidth overhead. The results show that MiGrror can improve service continuity and availability for users. Most significant is that the model can use average and non-average values for different parameters during migration to achieve improved and more accurate results, while other research typically only uses average values. This paper shows that using only average parameter values in migration can lead to inaccurate results.

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Section: Introductionmentioning

confidence: 99%

Multi-Microservice Migration Modeling, Comparison, and Potential in 5G/6G Mobile Edge Computing: A Non-Average Parameter Values Approach

Rezazadeh,

Lutfiyya

2023

IEEE Access

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“…The classical system of unstructured P2P systems mainly has: Gnutella, Napster etc. The advantage of unstructured system is that it is very simple to realize the structure: there is no need to central server; the relationship of each node is equal; the layer of network is unique; there is no need to maintain topology information between nodes 3 .…”

Section: Introduction Of Kademliamentioning

confidence: 99%

A P2P VoIP system based on Kademlia protocol

Cui

2022

6th International Conference on Mechatronics and Intelligent Robotics (ICMIR2022)

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Currently, there are two hot issues on the research of Internet application technology, which are peer to peer (P2P) and Voice over IP (VoIP) based on IP technologies respectively. Recently, there is a trend that the technology of P2PVoIP is integrated by the above 2 technologies. The essay based on the defect of traditional VoIP system discusses on the future development trend of VoIP system and purposes a pure P2P VoIP structure based on Kademlia system. Finally a P2P VoIP system-ppPhone is designed and completed.

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“…Multi-access/Mobile edge computing (MEC) was recently introduced as a key enabler of future 5G and 6G networks, shifting services from large remote cloud servers to an ubiquitous architecture of micro servers close to access networks and base stations [10][11][12]. This proximity can help MEC provide its main characteristics: mobility support, real-time response, and high bandwidth [13], which is especially important for mobile Internet-of-Things (IoT) devices.…”

Section: Introductionmentioning

confidence: 99%

MiGrror: Mitigating Downtime in Mobile Edge Computing, An Extension to Live Migration

Rezazadeh

Abednezhad²,

Lutfiyya

2022

Procedia Computer Science

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Towards an internet-scale overlay network for latency-aware decentralized workflows at the edge

Cited by 9 publications

References 28 publications

Multi-Microservice Migration Modeling, Comparison, and Potential in 5G/6G Mobile Edge Computing: A Non-Average Parameter Values Approach

Multi-Microservice Migration Modeling, Comparison, and Potential in 5G/6G Mobile Edge Computing: A Non-Average Parameter Values Approach

A P2P VoIP system based on Kademlia protocol

MiGrror: Mitigating Downtime in Mobile Edge Computing, An Extension to Live Migration

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