\chapter{Defense}
[AI-generated note: This chapter should present the evaluation and defense of the proposed solution. It should provide quantitative and qualitative comparisons with existing solutions to demonstrate the benefits of the new system.]

\section{Benchmarks}
[AI-generated note: This section should present the results of the benchmarks performed on the system.]

\subsection{Benchmark CPU}
[AI-generated note: This subsection should present the CPU performance benchmarks, comparing the proposed solution with other VDI solutions under different workloads.]

\subsection{Benchmark GPU}
[AI-generated note: This subsection should present the GPU performance benchmarks, especially focusing on hardware acceleration for graphics-intensive applications.]

\subsection{Benchmark Video FPS (trdrop)}
[AI-generated note: This subsection should present the results of video playback performance, measuring frames per second (FPS) and frame drops under different conditions (idle, normal, stressful).]

\subsection{Latency}
[AI-generated note: This subsection should present the latency measurements under different network conditions and workloads, which is a critical factor for remote desktop usability.]

\subsection{Throughput}
[AI-generated note: This subsection should present the network throughput measurements, showing how much bandwidth the solution consumes under different scenarios.]

\section{Resource Consumption: Containers vs. Existing Solutions}
[AI-generated note: This section should compare the resource consumption (RAM, disk, I/O, context switching) of the container-based sessions with traditional VDI solutions, highlighting the efficiency of the proposed approach.]

\section{Comparison Table (Pros and Cons)}
[AI-generated note: This section should provide a summary of the comparison with other solutions in a table format, highlighting the pros and cons of the proposed system in terms of isolation, dynamic resource allocation, and centralized authentication.]

\section{Connection to ITER}
[AI-generated note: This section should explicitly connect the project back to the ITER use case. It should explain how the features of the proposed solution, like session resilience and dynamic adaptation to network conditions (thanks to RDP), are beneficial for remote participation in projects like ITER.]

\section{Encryption}
[AI-generated note: This section should discuss the security aspects of the solution, focusing on encryption. It should clarify the encryption mechanisms used for the proxy,.
