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Decentralized Social Networking with MIT SOLID pods

In recent years, decentralized solutions that respect user content have gained significance. Towards this end, various standards and approaches are being specified and utilized. Decentralized Social Networking Project Image

Container Migration Approach for Edge-Cloud Systems

The increasing demand for edge computing and the rise of cloud systems have led to the need for efficient resource management and workload distribution

Multi-Player Game Networking

ECS (Entity Component System) for Game Development

The Entity Component System (ECS) architecture has gained popularity in game development due to its superior performance than OO programming.

Kubernetes as CaaS Infrastructure

Kubernetes has become a popular choice for container orchestration and management in the cloud-native ecosystem.

Performance Evaluation of Open Source Large Language Model (LLM) Frameworks

Performance of Federated Learning under Realistic Communication Conditions

In recent years, federated learning has emerged as a promising approach for training machine learning models on distributed data sources.

LLM based Chat Agent for Enterprise Application Development

Every company has its own way of doing things, and IT systems are no exception.

Turkish Text Readability

Text readability refers to the problem of measuring the difficulty level in reading a text. In other words, we are interested in how easily a written text can be understood by readers. Text readability score can be used in several application areas including preparing text materials for different educational levels. In this project, you will design and implement a text readability system for Turkish text. You will make use of linguistic properties of texts and use deep learning-based approaches.

Some of the related papers in this task are listed below:

Citation Recommendation

Citation recommendation is the task of determining the most relevant citations for a given piece of text in a specific domain. Due to the large number of documents published continuously, it is not easy to find the relevant documents for a topic. In this project, you will design and implement a deep learning-based model for citation recommendation in the domain of scientific publications.