Sotabase

Career

· Researcher, UIUC2024–

Publications (73)

Future Generation Computer Systems Optimis: a Holistic Approach to Cloud Service Provisioning
426
cited
An adaptive hybrid elasticity controller for cloud infrastructures
2012 IEEE Network Operations and Management Symposium · 2012
305
cited
Self-management Challenges for Multi-cloud Architectures (Invited Paper)
2011
117
cited
Efficient provisioning of bursty scientific workloads on the cloud using adaptive elasticity control
Scientific Cloud Computing · 2012
101
cited
Methodological Principles for Reproducible Performance Evaluation in Cloud Computing
IEEE Transactions on Software Engineering · 2019
88
cited
An Experimental Performance Evaluation of Autoscaling Policies for Complex Workflows
International Conference on Performance Engineering · 2017
73
cited
LaSS: Running Latency Sensitive Serverless Computations at the Edge
IEEE International Symposium on High-Performance Parallel Distributed Computing · 2020
72
cited
Chameleon: A Hybrid, Proactive Auto-Scaling Mechanism on a Level-Playing Field
IEEE Transactions on Parallel and Distributed Systems · 2019
62
cited
Power-performance tradeoffs in data center servers: DVFS, CPU pinning, horizontal, and vertical scaling
Future generations computer systems · 2018
53
cited
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds
ACM Transactions on Autonomous and Adaptive Systems · 2022
51
cited
CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services
International Green and Sustainable Computing Conference · 2023
46
cited
Workload Classification for Efficient Auto-Scaling of Cloud Resources
2013
46
cited
The Hidden Cost of the Edge: A Performance Comparison of Edge and Cloud Latencies
International Conference for High Performance Computing, Networking, Storage and Analysis · 2021
44
cited
How will Your Workload Look Like in 6 Years? Analyzing Wikimedia's Workload
IEEE International Conference on Consumer Electronics · 2014
41
cited
An Experimental Performance Evaluation of Autoscalers for Complex Workflows
ACM Transactions on Modeling and Performance Evaluation of Computing Systems · 2018
35
cited
Resource Deflation: A New Approach For Transient Resource Reclamation
European Conference on Computer Systems · 2019
34
cited
Measuring Cloud Workload Burstiness
2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing · 2014
31
cited
PEAS
ACM Transactions on Modeling and Performance Evaluation of Computing Systems · 2016
30
cited
The CACTOS Vision of Context-Aware Cloud Topology Optimization and Simulation
IEEE International Conference on Cloud Computing Technology and Science · 2014
30
cited
A Survey on Modeling Energy Consumption of Cloud Applications: Deconstruction, State of the Art, and Trade-Off Debates
IEEE Transactions on Sustainable Computing · 2017
29
cited
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Ahmed Ali-Eldin | Researcher Profile | Sotabase | Sotabase