Log‐based anomaly detection for distributed systems: State of the art, industry experience, and open issues
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Software: Evolution and Process"
DOI: 10.1002/smr.2650
Abstract: Distributed systems have been widely used in many safety‐critical areas. Any abnormalities (e.g., service interruption or service quality degradation) could lead to application crashes or decrease user satisfaction. These things may cause serious economic losses.… read more here.
Keywords: anomaly detection; based anomaly; log based; distributed systems ... See more keywords
Graphic modeling in Distributed Autonomous and Asynchronous Automata (DA3)
Sign Up to like & getrecommendations! Published in 2022 at "Software and Systems Modeling"
DOI: 10.1007/s10270-021-00917-7
Abstract: Automated verification of distributed systems becomes very important in distributed computing. The graphical insight into the system in the early and late stages of the project is essential. In the design phase, the visual input… read more here.
Keywords: semantics; distributed autonomous; autonomous asynchronous; graphic modeling ... See more keywords
Leveraging the Learning Curve: Reusing Existing Architectural Patterns to Design and Implement MAS
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3546526
Abstract: Recent advancements in AI have led to the development of specialized systems related to multi-agent systems (MAS). However, the inherently collaborative nature of agents is often overlooked, and many of these specialized systems are used… read more here.
Keywords: agent; mas leveraging; engineering; distributed systems ... See more keywords
Reimagining Robust Distributed Systems Through Accountable MAS
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DOI: 10.1109/mic.2021.3115450
Abstract: Robustness is an important property of software systems; the availability of proper feedback is crucial to obtain it, especially when a system consists of distributed and interconnected components. Multiagent systems (MAS) are valuable for conceptualizing… read more here.
Keywords: accountable mas; robust distributed; systems accountable; reimagining robust ... See more keywords
Trust But Verify: A Framework for the Trustworthiness of Distributed Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2020.3048301
Abstract: Many real-time process-control and industrial control systems, such as Supervisory Control and Data Acquisition (SCADA), use a distributed software architecture and rely on trusted message exchanges among software components. This article presents the Trust but… read more here.
Keywords: distributed systems; control; trust verify; trustworthiness distributed ... See more keywords
FORGE Toolkit: Leveraging Distributed Systems in eLearning Platforms
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2015.2511454
Abstract: While more and more services become virtualized and always accessible in our society, laboratories supporting computer science (CS) lectures have mainly remained offline and class-based. This apparent abnormality is due to several limiting factors, discussed… read more here.
Keywords: systems elearning; forge toolkit; leveraging distributed; elearning platforms ... See more keywords
Failure Diagnosis for Distributed Systems Using Targeted Fault Injection
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2016.2575829
Abstract: This paper introduces a novel approach to automating failure diagnostics in distributed systems by combining fault injection and data analytics. We use fault injection to populate the database of failures for a target distributed system.… read more here.
Keywords: fault; distributed systems; fault injection; failure diagnosis ... See more keywords
Replicated Versioned Data Structures for Wide-Area Distributed Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2022.3217969
Abstract: In this work, we investigate the integration of replicated versioned data structures and append-only distributed storage systems. Doing so facilitates high availability and scalability while providing developer access to different versions of program data structures… read more here.
Keywords: versioned data; data structures; replicated versioned; distributed systems ... See more keywords
A Note on “AESM2 Attribute-Based Encrypted Search for Multi-Owner and Multi-User Distributed Systems”
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2025.3531446
Abstract: We show that the attribute-based encrypted search protocol [IEEE TPDS, 2023, 34(1), 92–107] is insecure against unauthorized user querying attack, because an adversary can convert a valid query from any authorized user into a new… read more here.
Keywords: distributed systems; based encrypted; attribute based; encrypted search ... See more keywords
Survey on Characterizing and Understanding GNNs From a Computer Architecture Perspective
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2025.3532089
Abstract: Characterizing and understanding graph neural networks (GNNs) is essential for identifying performance bottlenecks and facilitating their deployment in parallel and distributed systems. Despite substantial work in this area, a comprehensive survey on characterizing and understanding… read more here.
Keywords: survey; architecture perspective; computer architecture; distributed systems ... See more keywords
A review on orchestration distributed systems for IoT smart services in fog computing
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Electrical and Computer Engineering"
DOI: 10.11591/ijece.v11i2.pp1812-1822
Abstract: This paper provides a review of orchestration distributed systems for IoT smart services in fog computing. The cloud infrastructure alone cannot handle the flow of information with the abundance of data, devices and interactions. Thus,… read more here.
Keywords: orchestration distributed; systems iot; distributed systems; fog computing ... See more keywords