Results 101 to 110 of about 1,050 (205)

A Multi-Objective Optimization-Based Container Cloud Resource Scheduling Method

Future Internet
Container-based cloud platforms enable flexible and lightweight application deployment, yet container scheduling remains challenged by resource fragmentation, load imbalance, excessive energy consumption, and service-level agreement (SLA) violations.
Danping Zhang, Xiaolan Xie, Yuhui Song
doaj   +1 more source

Predicting SLA conformance for cluster-based services

, 2017
The ability to predict conformance or violation for given Service-level Agreements (SLAs) is critical for service assurance. We demonstrate a prototype for real-time conformance prediction based on the concept of the capacity region, which abstracts the ...
Ahmed, Jawwad,, Farnaz Moradi, Pasquini, Rafael,, Ahmed, Jawwad, Johnsson, Andreas,, Jawwad Ahmed, Rafael Pasquini, Johnsson, Andreas, Andreas Johnsson, Flinta, Christofer, Christofer Flinta, Flinta, Cristofer,, Rolf Stadler, Moradi, Farnaz, Stadler, Rolf,, Moradi, Fahrnaz,   +15 more
core   +1 more source

Business-Aware SLA-Driven Autoscaling for Kubernetes Microservices Using Application-Level Observability

IEEE Access
Autoscaling in Kubernetes is typically driven by infrastructure-level signals such as CPU utilization or external event triggers. While these approaches work well in many cases, they often fail to reflect application-level service pressure and business ...
Pallavi Priya Patharlagadda
doaj   +1 more source

Revolutionizing Cloud Resource Allocation: Harnessing Layer-Optimized Long Short-Term Memory for Energy-Efficient Predictive Resource Management

EAI Endorsed Transactions on Energy Web
INTRODUCTION: This is the introductory text. Accurate data center resource projection will be challenging due to the dynamic and constantly changing workloads of multi-tenant co-hosted applications.
Prathigadapa Sireesha, Vishnu Priyan S, M Govindarajan, Sounder Rajan, V Rajakumareswaran   +4 more
doaj   +1 more source

Workload-Aware Edge Node Orchestration and Dynamic Resource Scaling in MEC

Future Internet
The emergence of edge computing introduces significant opportunities to improve real-time responsiveness and reduce latency by deploying computational resources closer to end users, at the edge, compared to traditional centralized cloud computing ...
Efthymios Oikonomou, Angelos Rouskas
doaj   +1 more source

Allocating optimized resources in the cloud by a viable SLA xodel

, 2016
© 2016 IEEE. A cloud business environment comprises service providers and service consumers. Services are supplied through a Service Level Agreement (SLA) which defines all deliverables, commitments, obligations, QoS, violation penalties etc. that help a
Hussain, O, Walayat Hussain, Farookh Hussain, Hussain, W, Hussain, F, Omar Hussain   +5 more
core   +1 more source

Adversarial Attacks in AI-Driven RAN Slicing: SLA Violations and Recovery

CoRR
Next-generation (NextG) cellular networks are designed to support emerging applications with diverse data rate and latency requirements, such as immersive multimedia services and large-scale Internet of Things deployments. A key enabling mechanism is radio access network (RAN) slicing, which dynamically partitions radio resources into virtual resource ...
Deemah H. Tashman, Soumaya Cherkaoui
openaire   +2 more sources

Proactive management of SLA violations by capturing relevant external events in a Cloud of Things environment

, 2019
© 2018 Elsevier B.V. The cloud of things (CoT) is an emerging paradigm that has merged and combined cloud computing and the Internet of Things (IoT).
Hussain, O, Janjua, NK, Hussain, FK, Nawaz, F, Nawaz, Falak, Hussain, Farookh Khadeer, Saberi, M, Hussain, Omar, Chang, E, Chang, Elizabeth, Janjua, Naeem Khalid, Saberi, Morteza   +11 more
core   +1 more source

TAQM: Guaranteeing Fairness and Minimizing SLA Violations for Self-Managing Datacenters

2026 29th Conference on Innovation in Clouds, Internet and Networks (ICIN)
Modern cloud datacenters require per-tenant Service Level Agreement (SLA) enforcement for bandwidth allocation and latency guarantees, yet existing Active Queue Management (AQM) approaches guarantee only flow-level fairness, failing to enforce contracted bandwidth ratios.
Ben Ali, Ahmed, Labit, Yann, Nougnanke, Kokouvi Benoit   +2 more
openaire   +2 more sources

Event-driven approach for predictive and proactive management of SLA violations in the Cloud of Things

, 2018
© 2018 Elsevier B.V. In a dynamic environment such as the cloud-of-things, one of the most critical factors for successful service delivery is the QoS under defined constraints.
Janjua, NK, Hussain, FK, Nawaz, F, Falak Nawaz, Hussain, Farookh Khadeer, Saberi, M, Chang, E, Chang, Elizabeth, Janjua, Naeem Khalid, Naeem Khalid Janjua, Omar Khadeer Hussain, Farookh Khadeer Hussain, Hussain, Omar Khadeer, Nawaz, Falak, Elizabeth Chang, Morteza Saberi, Hussain, OK, Saberi, Morteza   +17 more
core   +1 more source