6GSMART-EZ MPTCP Dataset: Evaluating 5G and Wi-Fi 6 Performance with an MPTCP-Enabled CPE
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# 6GSMART-EZ MPTCP Experiment CSV Index We evaluated the performance of MPTCP in an indoor network consisting of one Amarisoft Callbox Pro (5G) and one Open Wi-Fi Access Point. We used Iperf to evaluate the performance of the solution, through the generation of TCP traffic flows. The MPTCP client was deployed at the CPE, while the MPTCP proxy was deployed after the UPF. This work was supported by the Spanish Ministry of Economic Affairs and Digital Transformation and the European Union – NextGenerationEU, under the Recovery, Transformation and Resilience Plan (PRTR) through the UNICO I+D 5G 2021 call (TSI-063000-2021-15 – 6GSMART-EZ). ## 927c8d51-7a02-428d-aae7-3f362d5f69c1: Aggregated performance without MPTCP: - Scenario: Throughput over Wi-Fi 6 and 5G using TCP and UDP (10 threads), UL and DL; Wi-Fi bandwidth 40 MHz, omit period 10s. - Runs: 60s iperf3 tests, 10 repetitions across 8 cases (UL/DL x Wi-Fi/5G x TCP/UDP). - CSVs: `experiments/experiments/927c8d51-7a02-428d-aae7-3f362d5f69c1/data.csv` (4,800 per-second throughput rows with iperf_lost_percent on UDP entries plus iperf config fields). ## 73b9e519-4f33-4bf6-9025-1d06ddf65944: Aggregated performance using MPTCP with default scheduler. - Scenario: MPTCP (default) throughput over 5G + Wi-Fi 6, TCP only (10 threads), UL and DL; Wi-Fi bandwidth 40 MHz, scheduler=default, omit period 10s. - Runs: 60s iperf3 tests, 10 repetitions per case across UL and DL. - CSVs: `experiments/experiments/73b9e519-4f33-4bf6-9025-1d06ddf65944/data.csv` (1,200 per-second throughput rows with bytes_5G/bytes_WI-FI_6 and iperf config fields). ## 3b6df858-14eb-45d3-bb73-b588fb93c3eb: Aggregated performance using MPTCP with round-robin scheduler. - Scenario: MPTCP (round-robin) throughput over 5G + Wi-Fi 6, TCP only (10 threads), UL and DL; Wi-Fi bandwidth 40 MHz, omit period 10s. - Runs: 60s iperf3 tests, 10 repetitions per case across UL and DL. - CSVs: `experiments/experiments/3b6df858-14eb-45d3-bb73-b588fb93c3eb/data.csv` (1,200 per-second throughput rows with bytes_5G/bytes_WI-FI_6 and iperf config fields). ## 90bf1e14-3974-4802-bcb8-96744517a533: Aggregated performance using MPTCP with round-robin scheduler and 80MHz Wi-Fi Channel - Scenario: MPTCP (round-robin) throughput over 5G + Wi-Fi 6, TCP only (10 threads), UL and DL; Wi-Fi bandwidth 80 MHz, omit period 10s. - Runs: 60s iperf3 tests, 10 repetitions per case across UL and DL. - CSVs: `experiments/experiments/90bf1e14-3974-4802-bcb8-96744517a533/data.csv` (1,200 per-second throughput rows with bytes_5G/bytes_WI-FI_6 and iperf config fields). ## 46006468-c673-44f2-b868-fb0ec09da9d0: Aggregated performance using MPTCP with round-robin scheduler and different TCP buffer configurations - Scenario: Downlink throughput over MPTCP (round-robin) with 1 and 10 threads while sweeping buffer-size sysctl ladders on mcpe and proxy-rr; omit period 5s. - Runs: 60s iperf3 tests, 10 repetitions across 44 buffer-size cases; tcp2udp@cpe1 restarted after each tweak; no packet captures. - CSVs: `experiments/experiments/46006468-c673-44f2-b868-fb0ec09da9d0/data.csv` (26,398 per-second throughput rows, TCP + UDP), `experiments/experiments/46006468-c673-44f2-b868-fb0ec09da9d0/metrics.csv` (18,608 auxiliary metrics), `experiments/experiments/46006468-c673-44f2-b868-fb0ec09da9d0/metadata.csv` (1,200 metadata rows).
# 6GSMART-EZ MPTCP 实验CSV索引 我们在由一台Amarisoft Callbox Pro(5G)与一台开放式Wi-Fi接入点组成的室内网络环境中,对多路径传输控制协议(Multipath TCP, MPTCP)的性能展开评估。本次评测采用Iperf工具生成TCP流量流,以此检验该方案的表现。MPTCP客户端部署于客户驻地设备(Customer Premises Equipment, CPE),而MPTCP代理则部署在用户面功能(User Plane Function, UPF)之后。 本研究获得西班牙经济事务与数字化转型部以及欧盟下一代欧盟(NextGenerationEU)资助,依托《恢复、转型与韧性计划》(PRTR)下的UNICO I+D 5G 2021项目(TSI-063000-2021-15 – 6GSMART-EZ)完成。 ## 927c8d51-7a02-428d-aae7-3f362d5f69c1:未启用MPTCP的聚合性能 - 测试场景:采用TCP与UDP(10线程)在Wi-Fi 6及5G网络上的吞吐量测试,涵盖上行(Uplink, UL)与下行(Downlink, DL);Wi-Fi带宽为40 MHz,数据静默时长为10秒。 - 测试流程:单次测试时长60秒的iperf3测试,共覆盖8种测试场景(上行/下行 × Wi-Fi/5G × TCP/UDP),每种场景重复执行10次。 - 数据集文件:`experiments/experiments/927c8d51-7a02-428d-aae7-3f362d5f69c1/data.csv`(包含4800条每秒吞吐量数据行,UDP条目附带iperf丢包率字段与iperf配置字段)。 ## 73b9e519-4f33-4bf6-9025-1d06ddf65944:采用默认调度器的MPTCP聚合性能 - 测试场景:基于5G+Wi-Fi 6网络的MPTCP(默认调度器)吞吐量测试,仅使用TCP协议(10线程),涵盖上行与下行;Wi-Fi带宽为40 MHz,调度器设置为默认模式,数据静默时长为10秒。 - 测试流程:单次测试时长60秒的iperf3测试,上行与下行场景各重复执行10次。 - 数据集文件:`experiments/experiments/73b9e519-4f33-4bf6-9025-1d06ddf65944/data.csv`(包含1200条每秒吞吐量数据行,附带5G字节数、Wi-Fi 6字节数与iperf配置字段)。 ## 3b6df858-14eb-45d3-bb73-b588fb93c3eb:采用轮询调度器的MPTCP聚合性能 - 测试场景:基于5G+Wi-Fi 6网络的MPTCP(轮询调度器)吞吐量测试,仅使用TCP协议(10线程),涵盖上行与下行;Wi-Fi带宽为40 MHz,数据静默时长为10秒。 - 测试流程:单次测试时长60秒的iperf3测试,上行与下行场景各重复执行10次。 - 数据集文件:`experiments/experiments/3b6df858-14eb-45d3-bb73-b588fb93c3eb/data.csv`(包含1200条每秒吞吐量数据行,附带5G字节数、Wi-Fi 6字节数与iperf配置字段)。 ## 90bf1e14-3974-4802-bcb8-96744517a533:采用轮询调度器且Wi-Fi信道带宽为80MHz的MPTCP聚合性能 - 测试场景:基于5G+Wi-Fi 6网络的MPTCP(轮询调度器)吞吐量测试,仅使用TCP协议(10线程),涵盖上行与下行;Wi-Fi带宽为80 MHz,数据静默时长为10秒。 - 测试流程:单次测试时长60秒的iperf3测试,上行与下行场景各重复执行10次。 - 数据集文件:`experiments/experiments/90bf1e14-3974-4802-bcb8-96744517a533/data.csv`(包含1200条每秒吞吐量数据行,附带5G字节数、Wi-Fi 6字节数与iperf配置字段)。 ## 46006468-c673-44f2-b868-fb0ec09da9d0:采用轮询调度器且配置不同TCP缓冲区的MPTCP聚合性能 - 测试场景:在CPE与轮询代理节点上调整sysctl缓冲区大小参数,针对1线程与10线程场景测试MPTCP(轮询调度器)下的下行吞吐量;数据静默时长为5秒。 - 测试流程:单次测试时长60秒的iperf3测试,共覆盖44种缓冲区大小场景,每种场景重复执行10次;每次调整参数后重启CPE1上的tcp2udp服务;未进行数据包捕获。 - 数据集文件:`experiments/experiments/46006468-c673-44f2-b868-fb0ec09da9d0/data.csv`(包含26398条每秒吞吐量数据行,覆盖TCP与UDP协议),`experiments/experiments/46006468-c673-44f2-b868-fb0ec09da9d0/metrics.csv`(包含18608条辅助指标数据行),`experiments/experiments/46006468-c673-44f2-b868-fb0ec09da9d0/metadata.csv`(包含1200条元数据行)。



