8 citations · 13 across the 8 of their papers we have counts for
7 papers · 1 filter
Signature-based IaaS Performance Change Detection
Sheik Mohammad Mostakim Fattah, Athman Bouguettaya
We propose a novel change detection framework to identify changes in the long-term performance behavior of an IaaS service. An IaaS service's long-term performance behavior is repr…
A Survey on UAV-enabled Edge Computing: Resource Management Perspective
Xiaoyu Xia, Sheik Mohammad Mostakim Fattah, Muhammad Ali Babar
Edge computing facilitates low-latency services at the network's edge by distributing computation, communication, and storage resources within the geographic proximity of mobile an…
IaaS Signature Change Detection with Performance Noise
Sheik Mohammad Mostakim Fattah, Athman Bouguettaya
We propose a novel framework to detect changes in the performance behavior of an IaaS service. The proposed framework leverages the concept of the IaaS signature to represent an Ia…
Sequential Learning-based IaaS Composition
Sajib Mistry, Sheik Mohammad Mostakim Fattah, Athman Bouguettaya
We propose a novel IaaS composition framework that selects an optimal set of consumer requests according to the provider's qualitative preferences on long-term service provisions.…
Long-term IaaS Selection using Performance Discovery
Sheik Mohammad Mostakim Fattah, Athman Bouguettaya, Sajib Mistry
We propose a novel framework to select IaaS providers according to a consumer's long-term performance requirements. The proposed framework leverages free short-term trials to disco…
Event-based Detection of Changes in IaaS Performance Signatures
Sheik Mohammad Mostakim Fattah, Athman Bouguettaya
We propose a novel ECA approach to manage changes in IaaS performance signatures. The proposed approach relies on the detection of anomalous performance behavior in the context of…
Signature-based Selection of IaaS Cloud Services
Sheik Mohammad Mostakim Fattah, Athman Bouguettaya, Sajib Mistry
We propose a novel approach to select IaaS cloud services for a long-term period where the service providers offer limited QoS information. The proposed approach leverages free sho…