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   Articles with "microservice" as a keyword



Version‐based and risk‐enabled testing, monitoring, and visualization of microservice systems

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recommendations! Published in 2022 at "Journal of Software: Evolution and Process"

DOI: 10.1002/smr.2429

Abstract: Despite the growing importance of the microservice architecture (MSA), interactions among the various elements (e.g., services, endpoints, and versions) remain difficult to manage. This research devised a system, called version‐based microservice analysis, monitoring, and visualization… read more here.

Keywords: microservice systems; monitoring visualization; microservice; version based ... See more keywords

Characterizing and synthesizing the workflow structure of microservices in ByteDance Cloud

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recommendations! Published in 2022 at "Journal of Software: Evolution and Process"

DOI: 10.1002/smr.2467

Abstract: Modern Cloud applications have evolved from monolithic systems to numerous distributed microservices whose workflows interact via Remote Procedure Calls (RPCs). The benchmarks focusing on individual microservice components are insufficient because the reference relationships between components,… read more here.

Keywords: characterizing synthesizing; microservice; workflow structure; cloud ... See more keywords

BFIM: Performance Measurement of a Blockchain Based Hierarchical Tree Layered Fog-IoT Microservice Architecture

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recommendations! Published in 2021 at "IEEE Access"

DOI: 10.1109/access.2021.3100072

Abstract: Fog computing complements cloud computing by removing several limitations, such as delays and network bandwidth. It emerged to support Internet of Things (IoT) applications wherein its computations and tasks are carried out at the network’s… read more here.

Keywords: performance; microservice; architecture; blockchain ... See more keywords

HACM: High Availability Control Method in Container-Based Microservice Applications Over Multiple Clusters

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2022.3233159

Abstract: Emerging cloud-native technologies, such as container runtime and container orchestrator, offer unprecedented agility in developing and running applications, especially when combined with microservice-style architecture. Several commercial Samsung Network products such as Samsung Element Management System… read more here.

Keywords: state; container; microservice; container based ... See more keywords

Proactive Random-Forest Autoscaler for Microservice Resource Allocation

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3234021

Abstract: Cloud service providers have been shifting their workloads to microservices to take advantage of their modularity, flexibility, agility, and scalability. However, numerous obstacles remain to achieving the most out of microservice deployments, especially in terms… read more here.

Keywords: resource; microservice; random forest; resource allocation ... See more keywords

Trace-Driven Scaling of Microservice Applications

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3260069

Abstract: The containerized microservices architecture is being increasingly used to build complex applications. To minimize operating costs, service providers typically rely on an auto-scaler to “right size” their infrastructure amid fluctuating workloads. The agile nature of… read more here.

Keywords: microservice; auto; number; resource allocation ... See more keywords

Developing Self-Adaptive Microservice Systems: Challenges and Directions

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recommendations! Published in 2021 at "IEEE Software"

DOI: 10.1109/ms.2019.2955937

Abstract: A self-adaptive system can dynamically monitor and adapt its behavior to preserve and enhance its quality attributes under uncertain operating conditions. This article identifies key challenges for the development of microservice applications as self-adaptive systems,… read more here.

Keywords: adaptive microservice; self adaptive; systems challenges; developing self ... See more keywords

Energy-Delay-Aware Joint Microservice Deployment and Request Routing With DVFS in Edge: A Reinforcement Learning Approach

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recommendations! Published in 2025 at "IEEE Transactions on Computers"

DOI: 10.1109/tc.2025.3535826

Abstract: The emerging microservice architecture offers opportunities for accommodating delay-sensitive applications in edge. However, such applications are computation-intensive and energy-consuming, imposing great difficulties to edge servers with limited computing resources, energy supply, and cooling capabilities. To… read more here.

Keywords: delay; microservice; deployment request; energy ... See more keywords

Microscaler: Cost-Effective Scaling for Microservice Applications in the Cloud With an Online Learning Approach

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recommendations! Published in 2022 at "IEEE Transactions on Cloud Computing"

DOI: 10.1109/tcc.2020.2985352

Abstract: Recently, the microservice becomes a popular architecture to construct cloud native systems due to its agility. In cloud native systems, autoscaling is a key enabling technique to adapt to workload changes by acquiring or releasing… read more here.

Keywords: microscaler; online learning; microservice; service ... See more keywords

PerfSim: A Performance Simulator for Cloud Native Microservice Chains

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recommendations! Published in 2021 at "IEEE Transactions on Cloud Computing"

DOI: 10.1109/tcc.2021.3135757

Abstract: Cloud native computing paradigm allows microservice-based applications to take advantage of cloud infrastructure in a scalable, reusable, and interoperable way. However, in a cloud native system, the vast number of configuration parameters and highly granular… read more here.

Keywords: performance; cloud native; microservice; simulator ... See more keywords

On Adaptive Edge Microservice Placement: A Reinforcement Learning Approach Endowed With Graph Comprehension

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recommendations! Published in 2024 at "IEEE Transactions on Mobile Computing"

DOI: 10.1109/tmc.2024.3396510

Abstract: Microservice (MS) structures a service application as a collection of independently deployable service modules, making it particularly suitable for delivering complex applications in distributed computing systems. This article investigates MS architecture over Mobile Edge Computing… read more here.

Keywords: ddpg; microservice; gnn; edgems placement ... See more keywords