Seer: Leveraging Big Data to Navigate the Complexity of Performance Debugging in Cloud Microservices
Performance unpredictability is a major roadblock towards cloud adoption, and has performance, cost, and revenue ramifications. Predictable performance is even more critical as cloud services transition from monolithic designs to microservices. Detecting
Yu Gan +6 more
semanticscholar +1 more source
A Paradigm of Temporal‐Weather‐Aware Transition Pattern for POI Recommendation
ABSTRACT Point of interest (POI) recommendation analyses user preferences through historical check‐in data. However, existing POI recommendation methods often overlook the influence of weather information and face the challenge of sparse historical data for individual users.
Junyang Chen +6 more
wiley +1 more source
Containerized Event-Driven Microservice Architecture
Microservice architecture offers many advantages, especially for business applications, due to its flexibility, expandability, and loosely coupled structure for ease of maintenance. However, there are several disadvantages that stem from the features of
Siti Zulaikha Mohd Zuki +2 more
doaj +1 more source
IFogSim2: An Extended iFogSim Simulator for Mobility, Clustering, and Microservice Management in Edge and Fog Computing Environments [PDF]
Redowan Mahmud +3 more
openalex +1 more source
Rakeiora Genomics Platform: a pathfinder for genomic medicine research in Aotearoa New Zealand
ABSTRACT The Rakeiora program was designed for high impact precision health research in Aotearoa New Zealand. It required a genomics platform to facilitate linkage of whole genome DNA sequencing data, healthcare records, and mātauranga whakapapa (genealogical knowledge) in a powerful, secure, and transparently governed computational environment. A team
Claire E. Rye +21 more
wiley +1 more source
Designing Microservices Using AI: A Systematic Literature Review
Microservices architecture has emerged as a dominant approach for developing scalable and modular software systems, driven by the need for agility and independent deployability.
Daniel Narváez +3 more
doaj +1 more source
Twin Graph-based Anomaly Detection via Attentive Multi-Modal Learning for Microservice System [PDF]
Jun Huang +4 more
openalex +1 more source
P4‐QUPF: A P4‐Based QoS Framework for 5G‐UPF
ABSTRACT The demands of today's 5G mobile network, especially low latency and high bandwidth, are a big challenge for the 5G Core (5GC) provider. The most critical user data packet handler in the 5GC network function (NF) is the user plane function (UPF), which is responsible for moving data from the user equipment to the destination data network, and ...
Muhammad Shahid Iqbal +3 more
wiley +1 more source
A Comprehensive Survey on LLM‐Based Network Management and Operations
ABSTRACT The growing demands for network capacity and the increasing complexities of modern network environments pose significant challenges for effective network management and operations. In response, network operators and administrators are moving beyond traditional manual and rule‐based methods, adopting advanced artificial intelligence (AI)‐driven
Jibum Hong +2 more
wiley +1 more source
A Method for the Quality‐Aware Automated Selection of Deployment Technologies
ABSTRACT Domain The deployment of distributed multi‐component cloud applications typically requires a combination of multiple heterogeneous deployment technologies. A different combination of deployment technologies should be chosen due to varying deployment qualities, such as the functional suitability and reliability of the deployment technologies ...
Miles Stötzner +7 more
wiley +1 more source

