Multi-tier service differentiation by coordinated learning-based resource provisioning and admission control

Towards predictable datacenter networks

Hitesh Ballani, Paolo Costa, Thomas Karagiannis et al. · 2011 · 748 citations · Full text

Cluster Computing, Provisioning (Technology), Engineering +16

Performance guarantees for Web server end-systems: a control-theoretical approach

Tarek Abdelzaher, Kang G. Shin, N. Bhatti · IEEE Transactions on Parallel and Distributed Systems · 2002 · 590 citations

Availability, Engineering, Web Performance +13

Agile dynamic provisioning of multi-tier Internet applications

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Software Maintenance, Cluster Computing, Provisioning (Technology) +18

Proportional differentiated services: delay differentiation and packet scheduling

Constantine Dovrolis, D. Stiliadis, Parameswaran Ramanathan · IEEE/ACM Transactions on Networking · 2002 · 363 citations

Engineering, Edge Computing, Pdd Model +11

A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation

G. Tesauro, Nicholas K. Jong, R. Das et al. · 2006 · 356 citations

Artificial Intelligence, Engineering, Machine Learning +16