Cloud Computing

Management of Cloud Service Advance Reservations featured image

Management of Cloud Service Advance Reservations

This project investigates the impact of advance reservation on cloud infrastructure, particularly looking at customer behavior in the face of various provider pricing and …

Data-Driven Optimization For 5G Mobile Edge Computing featured image

Data-Driven Optimization For 5G Mobile Edge Computing

Working with collaborators at the University of Maryland FROOT Lab, this project seeks to cover multiple aspects of performance and availability of networks, including monitoring …

A Bare Metal Marketplace featured image

A Bare Metal Marketplace

I was a co-mentor on this project for the Spring 2020 Cloud Computing course at BU, focused on developing a second price auction to allocate resources in an open cloud exchange.

Exploiting Kubernetes Autoscaling for Economic Denial of Sustainability

Analysis of MDP-based model for autoscaling, investigating thresholds for potential attacks and how effective EDoS attacks are given potential strategies and system configurations.

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Jonathan Chamberlain

Approximation-First Timeseries Query At Scale

Timeseries monitoring systems such as Prometheus play a crucial role in gaining observability of the underlying system infrastructure. These systems collect timeseries metrics from …

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Strategic Management Of Shared Cloud Services

An Open Cloud Workshop Micro-talk on the economics of shared cloud systems.

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Jonathan Chamberlain

Strategic Behavior and Revenue Management of Cloud Services with Reservation-based Preemption of Customer Instances

Master's thesis on the subject of queuing based models for advance reservations when service durations are not deterministic.

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Jonathan Chamberlain