1k citations
- Ruhr University BochumDE28 papers
- Sungkyunkwan UniversityKR28 papers
- Centre National de la Recherche ScientifiqueFR20 papers
- KTH Royal Institute of TechnologySE13 papers
- Stockholm UniversitySE12 papers
- Università Campus Bio-MedicoIT12 papers
- Italian Institute of TechnologyIT10 papers
- Novo Nordisk (Denmark)DK10 papers
- Rutherford Appleton LaboratoryGB9 papers
- University of Modena and Reggio EmiliaIT9 papers
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11 papers · 1 filter
Beyond the Limits: Flexible and Congestion-Aware Cluster Scheduling for the Cloud
Oliver Larsson, Thijs Metsch, Cristian Klein +1
Workload scheduling in cloud environments often relies on simplistic assumptions about application resource needs and hardware utilization. Overlooking application-level performanc…
Trust-Aware Routing for Distributed Generative AI Inference at the Edge
Chanh Nguyen, Erik Elmroth
Emerging deployments of Generative AI increasingly execute inference across decentralized and heterogeneous edge devices rather than on a single trusted server. In such environment…
Workload Buoyancy: Keeping Apps Afloat by Identifying Shared Resource Bottlenecks
Oliver Larsson, Thijs Metsch, Cristian Klein +1
Modern multi-tenant, hardware-heterogeneous computing environments pose significant challenges for effective workload orchestration. Simple heuristics for assessing workload perfor…
A Decentralized Microservice Scheduling Approach Using Service Mesh in Cloud-Edge Systems
Yangyang Wen, Paul Townend, Per-Olov Östberg +2
As microservice-based systems scale across the cloud-edge continuum, traditional centralized scheduling mechanisms increasingly struggle with latency, coordination overhead, and fa…
Silent Failures in Stateless Systems: Rethinking Anomaly Detection for Serverless Computing
Chanh Nguyen, Erik Elmroth, Monowar Bhuyan
Serverless computing has redefined cloud application deployment by abstracting infrastructure and enabling on-demand, event-driven execution, thereby enhancing developer agility an…
Taming Cold Starts: Proactive Serverless Scheduling with Model Predictive Control
Chanh Nguyen, Monowar Bhuyan, Erik Elmroth
Serverless computing has transformed cloud application deployment by introducing a fine-grained, event-driven execution model that abstracts away infrastructure management. Its on-…