projects
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projects [2020/04/10 07:18] – aan | projects [2020/04/19 18:03] (current) – aan | ||
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====== Proposed Projects | ====== Proposed Projects | ||
- | Please note that the following | + | Below is a list of 4080 projects |
====== Serverless Computing Simulator ====== | ====== Serverless Computing Simulator ====== | ||
- | **Supervisor: | + | **Supervisor: |
+ | |||
+ | **Contact: | ||
We are amid an evolutionary paradigm shift in cloud computing towards | We are amid an evolutionary paradigm shift in cloud computing towards | ||
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phases. | phases. | ||
- In the first phase, our goal is to build a serverless computing platform simulator which mimics the behaviour of public serverless computing offerings. The resulting simulator should produce a behavior similar to the trace of our experiments on Amazon AWS Lambda. | - In the first phase, our goal is to build a serverless computing platform simulator which mimics the behaviour of public serverless computing offerings. The resulting simulator should produce a behavior similar to the trace of our experiments on Amazon AWS Lambda. | ||
- | - In the second phase, we will be modifying and optimizing the operational | + | - In the second phase, we will be modifying and optimizing the operational management layer policies in the simulator in order to improve the resource utilization of the system and the Quality of Service (QoS) indicators such as response time and system availability. |
- | management layer policies in the simulator in order to improve the resource utilization of the system and the Quality of Service (QoS) indicators | + | |
- | such as response time and system availability. | + | |
**Required skills:** General EECS408x prerequisites, | **Required skills:** General EECS408x prerequisites, | ||
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====== Blockchain-based Serverless Computing Platforms ====== | ====== Blockchain-based Serverless Computing Platforms ====== | ||
- | **Supervisor: | + | **Supervisor: |
+ | |||
+ | **Contact: | ||
As the latest paradigm in cloud computing, serverless computing or functionas-a-service (FaaS) has recently gained a lot of attention both in academia and | As the latest paradigm in cloud computing, serverless computing or functionas-a-service (FaaS) has recently gained a lot of attention both in academia and | ||
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**Recommended skills:** Basic knowledge in Linux containers and microservice architecture, | **Recommended skills:** Basic knowledge in Linux containers and microservice architecture, | ||
+ | ====== The Platform for Modeling and Optimizing Serverless Applications ====== | ||
+ | **Supervisor: | ||
+ | |||
+ | **Contact: | ||
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+ | Coupled with the development of lightweight virtualization, | ||
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+ | In PACS Lab, researchers have been working on addressing these urgent needs in the serverless computing area not yet addressed by industries and academics. This project is based on our published and submitted papers in which we give practical solutions to performance modeling and optimization problems for the serverless computing paradigm. | ||
+ | |||
+ | This project will solve pain points for serverless application developers by providing an online ready-to-use platform for profiling, predicting, and optimizing serverless applications. The student will involve in developing a toolkit that integrates multiple APIs of major cloud service providers, automates the deployment, test, and performance profiling of serverless applications, | ||
+ | |||
+ | **Required skills:** General EECS408x prerequisites; | ||
+ | **Recommended skills: | ||
+ | Experience with containers and serverless functions, solid programming skills. | ||
/* | /* |
projects.1586503113.txt.gz · Last modified: 2020/04/10 07:18 by aan