HFC Network
Bandwidth Usage of Popular Video Conferencing Applications on a 50/10 Mbps Service Tier

As we enter the new year, consumers, workplaces, and schools continue to rely on video conference applications. We previously studied Bandwidth Usage of Popular Video Conferencing Applications in November 2020 and February 2021. In May 2021, we studied Hourly Data Consumption of Popular Video Conferencing Applications. Today, we share a study of bandwidth usage on a 50Mbps/10Mbps Service Tier by popular video conferencing applications and how they perform with the addition of background traffic in the upstream.
This blog is a snapshot of the conference applications' bandwidth usage in December 2021.
The current testing used a 50 Mbps downstream and 10 Mbps upstream service tier, which doubles the upstream speed from the previous work with a 50/5 Mbps tier. With the faster upstream tier, this effort looks at both
- Bandwidth consumed for 10 concurrent conference sessions, and
- The behavior of 10 concurrent conference sessions in the presence of additional upstream traffic, specifically an upstream 5 Mbps UDP (user datagram protocol) flow.
Apple FaceTime, Google Meet, and Zoom were examined. When possible, we tested the available desktop version of each video conference application. To avoid any appearance of endorsement of a particular conferencing application, we do not label the figures below with the specific application under test. As described below, in the presence of the 5 Mbps UDP flow in the upstream the three applications behave similarly and without any negative impact to the video-conferencing application.
In addition to the video conferencing streams, we add a 5 Mbps UDP stream of upstream traffic in the background to illustrate the capability of a 10 Mbps upstream tier. Besides video conferencing applications, other popular activities that drive upstream usage are online gaming, Wi-Fi connected cameras, and file uploads. The additional 5 Mbps stream is meant to capture a wide range of common use cases. For example, concurrent use of one to two online gaming sessions (100 to 500 Kbps each), three to four Wi-Fi connected cameras (500 Kbps to 1 Mbps each), and a file upload of 2 Mbps (900 megabytes over an hour) would all fit within this 5 Mbps upstream budget. As we show below, even with this 5 Mbps traffic and 10 concurrent sessions of the video conferencing applications, there is still upstream bandwidth available for additional activity by a subscriber with a 50 Mbps/10 Mbps service tier.
The lab setup was modified from our previous testing. The ten laptops used during this testing were different than the previous blogs; this group of laptops consisted of five MacOS and five Windows 10 operating systems. The laptops were standard consumer grade laptops without any upgrades such as those commonly used by gamers.
What did not change is the same DOCSIS 3.0 Technicolor TC8305c gateway and same CommScope E6000 cable modem termination system (CMTS) from the previous testing were used during this testing. Additionally, like the previous testing, all the laptops used wired Ethernet connections through a switch to the gateway to ensure no variables outside the control of the broadband provider would impact the speeds delivered (e.g., all the variables associated with Wi-Fi performance). Throughout testing, we ensured there was active movement in view of each laptop’s camera to simulate real-world use cases more fully.
As in the previous blogs, this research does not consider the potential external factors that can affect Internet performance in a real home -- from the use of Wi-Fi, to building materials, to Wi-Fi interference, to the age and condition of the user’s connected devices -- but it does provide a helpful illustration of the baseline capabilities of a 50/10 Mbps broadband service.
As before, the broadband speeds were over-provisioned. For this testing, the 50/10 broadband service was over-provisioned by 25%, a typical cable operator configuration for this service tier.
To establish a baseline, we began by repeating the data collections from the three previous efforts and were able to confirm the results. In the seven months since our last testing, many of the application developers issued updates to the applications, thus we compared the current observations with past observations looking for consistency instead of identical results.
Conferencing Application A
Figure 1 shows total access network usage for the 10 concurrent sessions over 350 seconds while using App A. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that even with a 10 Mbps upstream tier, the total upstream usage stays around 2.5 Mbps. The downstream usage stays, on average, around 18 Mbps, which leaves roughly 32 Mbps of downstream headroom for other services, such as streaming video, that can use the broadband connection at the same time.

Figure 2 shows total access network usage for the 10 concurrent sessions and the addition of 5 Mbps of upstream traffic over 350 seconds while using App A. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that before the upstream 5 Mbps was applied the total upstream usage was around 2.5 Mbps. At about 60 seconds, the additional 5 Mbps UDP stream was added to the upstream which causes the total to increase to about 7.5 Mbps. As shown in Figure 3, the addition of 5 Mbps of traffic causes no noticeable impact on the upstream conference flows. At about 320 seconds that 5 Mbps stream is removed, and the upstream usage goes immediately back to where it was before that stream was applied. During the entire test the downstream usage stays, on average, around 18 Mbps even when the additional upstream bandwidth is consumed.

Figure 3 shows just upstream usage where the upstream traffic for the 10 concurrent sessions of App A is shown with dark orange, and the additional 5 Mbps of upstream traffic is shown in light orange. This view emphasizes that the additional 5 Mbps of upstream traffic does not appear to have an impact on the upstream bandwidth usage of the 10 concurrent video sessions of App A.

Conferencing Application B
Figure 4 shows total access network usage for the 10 concurrent sessions over 350 seconds while using App B. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that even with a 10 Mbps upstream tier, the total upstream usage stays under 2.5 Mbps. The downstream usage stays, on average, around 13 Mbps, which leaves roughly 37 Mbps of downstream headroom for other services.

Figure 5 shows total access network usage for the 10 concurrent sessions and the addition of 5 Mbps of upstream traffic over 350 seconds while using App B. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that before the upstream 5 Mbps was applied the total upstream usage was around 2.5 Mbps. At about 60 seconds, an additional 5 Mbps stream was added to the upstream which causes the total to increase to about 7 Mbps. As shown in Figure 6, the addition of the 5 Mbps of traffic causes no noticeable impact on the upstream conference flows. At about 270 seconds that 5 Mbps stream is removed, and the upstream usage goes immediately to where it was before that stream was applied. During the test the downstream usage stays, on average, around 13 Mbps even when the additional upstream bandwidth is consumed.

Figure 6 shows just upstream usage where the upstream traffic for the 10 concurrent sessions of App B is shown with dark orange, and the additional 5 Mbps of upstream traffic is shown in light orange. This view demonstrates that the additional 5 Mbps of upstream traffic does not appear to have an impact on data usage of the 10 concurrent video sessions of App B.

Conferencing Application C
Figure 7 shows total access network usage for the 10 concurrent sessions over 350 seconds while using App C. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that even with a 10 Mbps upstream tier, the total upstream usage stays around 4 Mbps. The downstream usage stays, on average, around 10 Mbps, which leaves roughly 40 Mbps of downstream headroom for other services.

Figure 8 shows total access network usage for the 10 concurrent sessions and the addition of 5 Mbps of upstream traffic over 350 seconds while using App C. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that before the upstream 5 Mbps was applied the total upstream usage was around 4 Mbps. At about 70 seconds, an additional 5 Mbps stream was added to the upstream which causes the total to increase to about 9 Mbps. As shown in Figure 9, the addition of the 5 Mbps of traffic causes no noticeable impact on the upstream conference flows. At about 260 seconds that 5 Mbps stream is removed, and the upstream usage goes immediately back to where it was before that stream was applied. During the entire test, the downstream usage stays, on average, around 10 Mbps even when the additional upstream bandwidth is consumed.

Figure 9 shows just upstream usage where the upstream traffic for the 10 concurrent sessions of App C is shown with dark orange, and the additional 5 Mbps of upstream traffic is shown in light orange. This view demonstrates that the additional 5 Mbps of upstream traffic does not appear to have an impact on the data usage of the 10 concurrent video sessions of App C.

Summary
This investigation looked at three popular video conferencing applications over an upstream tier of 10 Mbps and a downstream tier of 50 Mbps.
The three applications exhibited similar behavior of using under 4 Mbps of upstream during 10 concurrent conference sessions. When an additional 5 Mbps of upstream traffic was added, these three conference apps took it in stride; there were no noticeable changes to either the upstream or downstream consumption of the 10 concurrent conference sessions and no negative impact to the quality of the video conferencing sessions.
The successful testing of 10 concurrent video sessions plus 5 Mbps of additional background traffic illustrates the capability of a 50/10 service tier to support the broadband needs of telework, remote education, telehealth, and other use cases that rely heavily on video conferencing applications. The testing also illustrates that a 50/10 service tier can readily support a household with multiple users engaging on video conference platforms as well as support other simultaneous uses.

DOCSIS
Interop·Labs for DOCSIS® 4.0 Technology

On behalf of CableLabs, Kyrio will be hosting upcoming DOCSIS 4.0 interoperability events!
DOCSIS 4.0 technology is the next evolution of the HFC network, moving the industry towards the 10G vision and offering multigigabit symmetric services as well as low latencies over the network.
As vendors work to create the development of DOCSIS 4.0 products, CableLabs and Kyrio are busy preparing for the next phase of technology development: conducting interoperability events. CableLabs has established a rigorous process for technology development starting with DOCSIS 1.0 technology and ultimately leading to the robust ecosystem that exists today. The company’s proven approach has worked successfully at CableLabs for the past 24 years:
Phase 1 Phase 2 Phase 3

Phase 1 is the specification stage, when CableLabs, members and vendors come together to collaborate on defining the DOCSIS technology. Phase 1 for DOCSIS 4.0 was completed in 2019, when the specifications were written and suppliers have began implementation.
Phase 2 is when interoperability events (aka interops) occur at CableLabs in Louisville, Colorado to make sure that systems work together. As the term implies, interops are held to ensure that components of a DOCSIS system — including the base technology, security and support — are interoperable for easy installation and proactive customer care.
For DOCSIS 4.0 technology, CableLabs will be prepared to host the first interop event this year after SCTE Cable-Tec Expo 2021 in Atlanta, where the show floor promises to hold several DOCSIS 4.0 technology demonstrations.
At this time, 12 DOCSIS 4.0 interoperability events are planned to begin in October 2021 and will run through December 2022. This near-monthly spacing will give suppliers the opportunity to attend, learn and then run a sprint to add new functionality for the next interop.
The early interops focus on basic functionality of the DOCSIS chipsets. As the schedule progresses, the focus will shift to adding more software functionality. Always, the emphasis will be on interoperable solutions, including the cable modem, cable modem termination system (CMTS) and software support systems. Going forward, the interops will include Remote PHY and Remote MACPHY devices.
Interoperability gives operators the confidence to plan large installations and the certainty that the equipment they purchase today will also work tomorrow. Customers can buy a modem and take it with them if they move into a new cable territory, worldwide. Interoperability provides a larger market in which suppliers can compete, which, in turn, allows for healthier ecosystems and varying strategies.
Phase 3, the certification stage, will happen naturally as the interoperability process produces more mature products and systems. We’ll talk more about this phase when that time approaches.
The interop phase can be a fun, invigorating time. Some of us have been working on the DOCSIS project for two decades, and there are always new entrants. As we shift back to working in our offices post-pandemic, we’re all looking forward working face-to-face in the lab—all in the effort to bring forward the next generation of cable broadband and deliver on the 10G promise.
Interoperability is paramount to the DOCSIS ecosystem. The DOCSIS community is encouraged to once again come together for these upcoming interoperability events, contributing and collaborating to keep the DOCSIS 4.0 ecosystem healthy and sustainable. This fall, CableLabs will be ready!

HFC Network
Hourly Data Consumption of Popular Video Conferencing Applications

Building on our prior work, this investigation explores the hourly data consumption of popular video conferencing applications: Google Meet, GoToMeeting, Microsoft Teams and Zoom. As video conference applications have become an integral part of our daily lives, we wanted to not only better understand the bandwidth usage as previously explored, but also the total data consumption of these applications. This investigation provides a first step in better understanding that latter dimension. To avoid any appearance of endorsement of a particular conferencing application, we have not labeled the figures below with the specific apps under test. In short, we observed that a single user on a video conferencing application consumed roughly one gigabyte per hour, which compares to about three gigabytes per hour when streaming an HD movie or other video. However, we did observe substantial variance in video conferencing app hourly data consumption based on the specific app and end-user device.
Key Components of the Testing Environment
Much like our prior work on bandwidth usage, the test setup used typical settings and looked at both upstream and downstream data consumption from laptops connected to a cable broadband internet service. We used the same network equipment from November and our more recent blog post in February. This includes the same cable equipment as the previous blogs — the same DOCSIS 3.0 Technicolor TC8305c gateway, supporting eight downstream channels and four upstream channels, and the same CommScope E6000 cable modem termination system (CMTS). The cable network was configured to provide 50 Mbps downstream and five Mbps upstream broadband service, overprovisioned by 25 percent.
The data gathering scenario:
- 10 people, each on their individual laptops, participated in the conference under test
- One person on the broadband connection under test, using either a lower-cost or a higher-cost laptop. The other nine participants were not using the broadband connection under test.
- For the laptop under test, the participant used the video conferencing application for the laptop’s operating system, rather than using the video conferencing application through the web browser.
- Total data consumption was recorded for the laptop using the broadband connection under test.
For all 10 participants, cameras and microphones were on. Conference applications were set to "gallery mode" with thumbnails of each person filling the screen, no slides were presented and the video conference sessions just included people talking.
The laptop under test used a wired connection to the cable modem to ensure that no variables outside the control of the service provider would impact broadband performance. Most notably, by using a wired connection, we removed the variable of Wi-Fi performance from our test setup. During data collection, the conference app was the only app open on the laptop under test.
Video conferencing sessions were set up and data consumption was measured over time. We collected 10 minutes of data for each conferencing session under test to calculate the total consumption for one hour. The charts below show the data consumed for each of the 10 minutes of the conference session. During the conference there was movement and discussion to keep the video and audio streams active throughout the period of data collection.
For each test scenario, only one laptop was connected at a time to the broadband connection under test. Our goal was to measure the data consumption of one conferencing user on the broadband connection. The other conference participants were on the internet; they were not in the lab. Once again, we used TShark (a popular, widely used network protocol analyzer) to capture and measure the data.
For the laptop under test, we chose two that have quite different capabilities. The first was a low-cost laptop with an 11-inch screen, like the ones students are often provided by school districts for at-home learning. The second was a higher-cost laptop with a 15-inch screen, like what we often see in an enterprise environment. Note the two laptops not only have quite different hardware components (e.g., CPU, graphics processors, memory, cameras, screens), but also have different operating systems. Once again, to avoid any appearance of endorsement, we are not identifying the specific laptops used.
Analysis
Table 1 shows hourly bandwidth consumption (combining both upstream and downstream) for the laptop under test, normalized to Gigabytes per hour. The table provides the data consumption for the low-cost and higher-cost laptops in each scenario with the four conferencing applications.
Table 1: Video Conferencing App Hourly Bandwidth Consumption in Gigabytes for Each User (Gigabytes/hour)

The following figures show the data consumption, in Megabytes, for each minute of the 10-minute data collection for each of the permutations of our testing.
A few notes on the charts:
- There was only one client behind the cable modem.
- Each bar represents one minute of data consumption.
- Each bar shows total consumption and includes both the upstream and downstream, and both audio and video, added together.
- App A is blue in each chart; App B is green; App C orange; and App D is purple.
- These charts show real-time consumption measured in Megabytes per hour to illustrate consumption over time.
Figure 1 shows the data consumed when using the lower-cost laptop in the 10-person meetings.
Figure 2 shows data consumed each minute for each of the four apps when using the higher-cost laptop was in the 10-person meetings.
Figure 3 shows the data consumed each minute using App A and compares the two laptops used for data collection. For each minute, the bar to the left is the lower-cost laptop and the bar to the right is the higher-cost laptop.
Figure 4 shows the data consumed each minute using App B and compares the two laptops. The bar to the left is the lower-cost laptop and the bar to the right is the higher-cost laptop.
Figure 5 shows the data consumed each minute using App C and compares the two laptops. The bar to the left is the lower-cost laptop and the bar to the right is the higher-cost laptop.
Figure 6 shows the data consumed each minute using App D and compares the two laptops. The bar to the left is the lower-cost laptop and the bar to the right is the higher-cost laptop.
Key Observations
A. Data Consumption Varies: The first takeaway is that different apps consume different amounts of bandwidth, as shown in Table 1, from 0.5 GBytes per hour up to 3.4 GBytes per hour, for video conferences using the different laptops, the same broadband connections, the same general setup (e.g., gallery view), the same people doing the same things on camera, etc.
-
- For a given app on a given laptop, data consumption was consistent over the 10-minute collection time.
- App D using the higher-cost laptop consumed the most bandwidth.
- With App D on the lower-cost laptop, there was video quality degradation. We confirmed the broadband connection was operating as expected and was not the cause of the video degradation. Rather, it appeared that the combination of the hardware and operating system of the lower-cost laptop was unable to meet the resource requirements of App D.
- App B consistently consumed less bandwidth regardless of scenario.
B. Comparing Laptops: In Table 1, the two columns of data show the differences between the lower-cost and higher-cost laptops for the data collections. On the lower-cost laptop, Apps A, B and C consume about the same amount of data on an hourly basis.
C. Comparing Laptops: The second column of data show that all apps on the higher-cost laptop consumed more bandwidth than the lower-cost laptop. This difference implies that when using the actual conferencing app (not a web browser), processing power available in the laptop may be a determining factor in consumption.
D. Comparing Apps: App C was the most consistent in data consumption regardless of the laptop used. The other conference applications noticeably consumed more on the higher-cost laptop.
In summary, we observed a more than 7X variation in the data consumption of video conferencing with a very limited exploration of just two variables – laptop and video conferencing application. Notably, however, when data consumption was at its highest, it was of the same magnitude as the data consumption of an HD video stream.
This is an area ripe for further research and study, both to more comprehensively explore these variables (e.g., other device types, larger meetings) and to explore other variables that may meaningfully influence data consumption.

HFC Network
Expanded Testing of Video Conferencing Bandwidth Usage Over 50/5 Mbps Broadband Service

As working from home and remote schooling remain the norm for most of us, we wanted to build on and extend our prior investigation of the bandwidth usage of popular video conferencing applications. In this post, we examine the use of video conferencing applications over a broadband service of 50 Mbps downstream and 5 Mbps upstream (“50/5 broadband service”). The goal remains the same, looking at how many simultaneous conferencing sessions can be supported on the access network using popular video conferencing applications. As before, we examined Google Meet, GoToMeeting, and Zoom, and this time we added Microsoft Teams and an examination of a mix of these applications. To avoid any appearance of endorsement of a particular conferencing application, we haven’t labeled the figures below with the specific apps under test.
We used the same network equipment from November. This includes the same cable equipment as the previous blog -- the same DOCSIS 3.0 Technicolor TC8305c gateway, supporting 8 downstream channels and 4 upstream channels, and the same CommScope E6000 cable modem termination system (CMTS).
The same laptops were also used, though this time we increased it to 10 laptops. Various laptops were used, running Windows, MacOS and Ubuntu – nothing special, just laptops that were around the lab and available for use. All used wired Ethernet connections through a switch to the modem to ensure no variables outside the control of the broadband provider would impact the speeds delivered (e.g., placement of the Wi-Fi access point, as noted below). Conference sessions were set up and parameters varied while traffic flow rates were collected over time. Throughout testing, we ensured there was active movement in view of each laptop’s camera to more fully simulate real-world use cases.
As in the previous blog, this research doesn’t take into account the potential external factors that can affect Internet performance in a real home -- from the use of Wi-Fi, to building materials, to Wi-Fi interference, to the age and condition of the user’s connected devices -- but it does provide a helpful illustration of the baseline capabilities of a 50/5 broadband service.
As before, the broadband speeds were over-provisioned. For this testing, the 50/5 broadband service was over provisioned by 25%, a typical configuration for this service tier.
First things first: We repeated the work from November using the 25/3 broadband service. And happily, those results were re-confirmed. We felt the baseline was important to verify the setup.
Next, we moved to the 50/5 broadband service and got to work. At a high level, we found that all four conferencing solutions could support at least 10 concurrent sessions on 10 separate laptops connected to the same cable modem with the aforementioned 50/5 broadband service and with all sessions in gallery view. The quality of all 10 sessions was good and consistent throughout, with no jitter, choppiness, artifacts or other defects noticed during the sessions. Not surprisingly, with the increase in the nominal upstream speed from 3 Mbps to 5 Mbps, we were able to increase the number of concurrent sessions from the 5 we listed in the November blog to 10 sessions with the 50/5 broadband service under test.
The data presented below represents samples that were collected every 200 milliseconds over a 5-minute interval (300 seconds) using tshark (the Wireshark network analyzer).
Conferencing Application: A
The chart below (Figure 1) shows total access network usage for the 10 concurrent sessions over 300 seconds (5 minutes) while using one of the above conferencing applications. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that the total upstream usage stays around 2.5 Mbps which may be a result of running 10 concurrent sessions. Also, the downstream usage stays, on average, around 15 mbps, which leaves roughly 35 Mbps of downstream headroom for other services such as streaming video that can also use the broadband connection at the same time.

Figure 2 shows the upstream bandwidth usage of the 10 concurrent sessions and it appears that these individual sessions are competing amongst themselves for upstream bandwidth. However, all upstream sessions typically stay well below 0.5 Mbps -- these streams are all independent, with the amount of upstream bandwidth usage fluctuating over time.

Figure 3 shows the downstream bandwidth usage for the 10 individual conference sessions. Each conference session typically uses between 1 to 2 Mbps. As previously observed with this application, there are short periods of time when some of the sessions use more downstream bandwidth than the typical 1 to 2 Mbps.

Conferencing Application: B
Figure 4 shows access network usage for 10 concurrent sessions over 300 seconds (5 minutes) for the second conferencing application tested. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that the total upstream usage hovers around 3.5 Mbps. The total downstream usage is very tight, right above 10 Mbps.

Figure 5 shows the upstream bandwidth usage of the 10 individual conference sessions where all but one session is well below 1 Mbps and that one session is right at 2 Mbps. We don’t have an explanation for why that blue session is so much higher than the others, but it falls well within the available upstream bandwidth.

Figure 6 shows the downstream bandwidth usage for the 10 individual conference sessions clusters consistently around 1 Mbps.

Conferencing Application: C
Figure 7 shows access network usage for the 10 concurrent sessions over 300 seconds (5 minutes) for the third application tested. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that the total upstream usage hovers right at 3 Mbps over the 5 minutes.

Figure 8 shows the upstream bandwidth usage of the 10 individual conference sessions where all stay well below 1 Mbps.

Figure 9 shows the downstream bandwidth usage for the 10 individual conference sessions. These sessions appear to track each other very closely around 2 Mbps, which matches Figure 7 showing aggregate downstream usage around 20 Mbps.

Conference Application: D
Figure 10 shows access network usage for the 10 concurrent sessions over 300 seconds (5 minutes) for the fourth application tested. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that the total upstream usage hovers right at 5 Mbps over the 5 minutes, and there is no visible degradation to the conferencing sessions was observed.

Figure 11 shows the upstream bandwidth usage of the 10 individual conference sessions, where there is some variability in bandwidth consumed per session. One session (red) consistently uses more upstream bandwidth than the other sessions but remained well below the available upstream bandwidth.

Figure 12 shows the downstream bandwidth usage for the 10 individual conference sessions. These sessions show two groups, with one group using less than 1 Mbps of bandwidth and the second group using consistently between 2 Mbps and 4 Mbps of bandwidth.

Running All Four Conference Applications Simultaneously
In this section, we examine the bandwidth usage of all four conferencing applications running simultaneously. The test consists of three concurrent sessions from two of the applications and two concurrent sessions from the other two applications (once again a total of 10 conference sessions running simultaneously). The goal is to observe how the applications may interact in the scenario where members of the same household are using different conference applications at the same time.
Figure 13 shows access network usage for these 10 concurrent sessions over 300 seconds (5 minutes). The blue line is the total downstream usage, and the orange line is total upstream usage. Note that the total upstream usage once again hovers around 5 Mbps without any visible degradation to the conferencing sessions, and the downstream usage is pretty tight right above 10 Mbps.

Figure 14 shows the upstream bandwidth usage of the 10 individual conference sessions where several distinct groupings of sessions are visible. There were 4 different apps running concurrently. One session (red) consumes the most upstream bandwidth at averaging around 2 Mbps, whereas the other sessions use less, and some much less.

Figure 15 shows the downstream bandwidth usage for the 10 individual conference sessions across the four apps and, again, there are different clusters of sessions. Each of the four apps are following their own algorithms.

In summary, with a 50/5 broadband service, each of the video-conferencing applications supported at least 10 concurrent sessions, both when using a single conferencing application and when using a mix of these four applications. In all cases, the quality of the 10 concurrent sessions was good and consistent throughout. The 5 Mbps of nominal upstream bandwidth was sufficient to support the conferencing sessions without visible degradation, and there was more than sufficient available downstream bandwidth to run other common applications, such as video streaming and web browsing, concurrently with the 10 conferencing sessions.

HFC Network
Testing Bandwidth Usage of Popular Video Conferencing Applications

This year we have seen a shift toward working and learning from home and relying more on our broadband connection. Specifically, most of us use video conferencing for work, school and everyday communications. With that in mind, we looked at how much video conferencing a broadband connection can support.
In the U.S., the Federal Communications Commission (FCC) defines broadband to be a minimum of 25 Mbps downstream and 3 Mbps upstream. So, we started there. The investigation looked at how many simultaneous conferencing sessions can be supported on the access network using popular software including Google Meet, GoToMeeting, and Zoom. The data gathering used typical settings and looked at both upstream and downstream bandwidth usage from and to laptops connected by ethernet cable to a modem connected to a wired broadband connection. To avoid any appearance of endorsement of a particular conferencing application, we have not labeled the figures below with the specific apps under test.
Since this is CableLabs, we used DOCSIS® cable broadband technology. A Technicolor TC8305c gateway was used, which is a DOCSIS 3.0 modem supporting 8 downstream channels and 4 upstream channels. Note that this modem is several years old and not the current DOCSIS 3.1 technology. The modem was connected through the cable access network to a CommScope E6000 cable modem termination system (CMTS).
Laptops used ethernet wired connections to the modem to ensure no variables outside the control of the service provider would impact the speeds delivered, and conferences were set up and parameters varied while traffic flow rates were collected over time. Various laptops were used, running Windows, MacOS and Ubuntu – nothing special, just laptops that were around the lab and available for use.
Most broadband providers over-provision the broadband speeds delivered to customers’ homes – this is for assorted reasons including considering protocol overhead and ensuring headroom in the system to handle unexpected loads. For this testing, the 25/3 service was over-provisioned by 25%, a typical configuration for this service tier.
At a high level, we found that all three conferencing solutions could support at least five concurrent sessions on five separate laptops connected to the same cable modem with the above 25/3 broadband service and with all sessions in gallery view. The quality of all five sessions was good and consistent throughout, with no jitter, choppiness, artifacts, or other defects noticed during the sessions.
This research doesn’t take into account the potential external factors that can affect Internet performance in the home, from the placement of Wi-Fi routers, to building materials, to Wi-Fi interference, to the age and condition of the user’s connected devices, but it does provide a helpful illustration of the baseline capabilities of 25/3 broadband.
The data is presented below where samples were collected every 200 milliseconds using tshark (the Wireshark network analyzer).
Conferencing Application: A
The chart below (Figure 1) shows access network usage for the five concurrent sessions over 300 seconds (five minutes) for one of the above conferencing applications. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that the upstream usage stays below 2 Mbps over the five minutes.
Figure 2 shows the upstream bandwidth usage of the five individual conference sessions where each is below 0.5 Mbps.
Figure 3 shows the downstream bandwidth usage for the five individual conference sessions.
Conferencing Application: B
Figure 4 shows access network usage for five concurrent sessions over 300 seconds (five minutes) for the next conferencing application tested. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that the upstream usage hovers around 3 Mbps as each conference session attempts to use as much upstream bandwidth as possible.
Figure 5 shows the upstream bandwidth usage of the five individual conference sessions where each is below 1 Mbps, though the individual sessions sawtooth up and down as the individual conference sessions compete for more bandwidth. This is normal behavior for applications of this type, and did not have a negative impact on stream quality.
Figure 6 shows the downstream bandwidth usage for the five individual conference sessions.
Conferencing Application: C
Figure 7 shows access network usage for the five concurrent sessions over 300 seconds (five minutes) for the third of the applications tested. The blue line is the total downstream usage, and the orange line is total upstream usage. Note that the total upstream usage hovers around 3 Mbps over the five minutes.
Figure 8 shows the upstream bandwidth usage of the five individual conference sessions where each is below 1 Mbps, though the individual sessions sawtooth up and down as the individual conference sessions compete for more bandwidth. This is normal behavior for applications of this type, and did not have a negative impact on stream quality.
Figure 9 shows the downstream bandwidth usage for the five individual conference sessions. Note the scale of this diagram is different because of higher downstream bandwidth usage.
In summary, each of the video conferencing applications supported at least five concurrent sessions over the 25/3 broadband connection. The focus of this analysis is upstream bandwidth usage, and all three video conferencing technologies manage the upstream usage to fit within the provisioned 3 Mbps broadband speed. For at least two of the conferencing applications, there was also sufficient available downstream speed to run other common applications, such as video streaming and web browsing, concurrently with the five conferencing sessions.
Areas of Future Study
Conferencing services have enhanced modes that allow for higher definition video but that also uses more bandwidth. These modes place additional load on the broadband connection and may reduce the number of simultaneous conferences.
An interesting finding is that upstream bandwidth usage out of a home can depend on how other conference participants choose to view the video. Gallery mode uses lower bit rate thumbnail pictures of participants and is the most efficient for a conference. “Pinning” a speaker’s video can cause higher bandwidth out of a home. In addition, users that purchase add-on cameras that provide higher definition video than the camera included with their laptop may see higher upstream usage.

DOCSIS
On the Path to 10G: CableLabs Publishes DOCSIS® 4.0 Specification

Today we are pleased to announce the release of the DOCSIS 4.0 specification, which incorporates both full duplex and extended spectrum capabilities. A part of the suite of technologies that support the 10G platform, DOCSIS 4.0 technology achieves a downstream speed of up to 10 Gbps (doubling the maximum download speed available with the implemented DOCSIS 3.1 technology) and an upstream speed of up to 6 Gbps - quadrupling what DOCSIS 3.1 technology could do. These speed increases build on the ample capacity deployed by cable operators today–with gigabit services nearly saturating the US cable footprint–and will enable cable broadband to deliver symmetric multigigabit services, with significantly enhanced upstream capabilities. As cable operators respond to the evolving connectivity needs of customers in our current public health crisis, remote work, learning, and health services stand to benefit from upstream broadband enhancements as DOCSIS 4.0 technology is deployed.
Specification development started in August 2016. The full duplex capabilities were described in an October 2017 blog post, and now the extended spectrum capabilities have been completed as described in a September 2019 blog post.
With these speed increases, we intend to change the consumer broadband industry by ushering in a new era of application development. Although speed numbers are important, broadband is about so much more than speed: it’s about changing the way we collaborate to make the world a better place. We have more devices, and our experiences increasingly rely on connectivity. Streaming video continues to explode. We’re video-chatting instead of making calls, we’re playing music off the web instead of our own media, and we’re playing games with people around the world. As technology continues to advance, we don’t know what the next trend will be, but we do know that the Internet will be central to whatever it is.
DOCSIS 4.0 Technology Increases Upstream Speed
A key piece of this story is the DOCSIS 4.0 multigigabit upstream capability, which greatly increases how fast information can be uploaded from your computer. Traditionally, businesses have required faster upload speeds to move large files around or to perform in-house web hosting. Now consumers are expecting more upstream speed as they work and learn from home. In addition, upstream speed is important to do things such as the following:
- Hard drive backups
- Uploading videos and pictures
- Cloud applications
- Video conferencing
- Smart homes and IoT devices
- Home security cameras
- Distance learning and visual classrooms
These applications are just the beginning. The higher speeds available with DOCSIS 4.0 technology will serve as a catalyst for the next wave of innovations.
The 10G Platform
The DOCSIS 4.0 specification takes to heart the four pillars of the 10G platform initiative. Below are quick descriptions of these pillars, and links to more information.
- Speed is addressed in this blog post. Multigigabit symmetric speeds raise the bar for consumer broadband.
- Lower latency was incorporated into the DOCSIS 3.1 specification and has been brought forward into the DOCSIS 4.0 specification. Lower latency will provide a better experience for consumers on applications such as online gaming and multimedia.
- Increased security comes with every new DOCSIS release. Our security experts are constantly monitoring network threats to the network and taking measures to increase the confidentiality, integrity and availability of communications.
- Higher reliability must be planned into the network and DOCSIS technology takes this to a new level by including methods to proactively identify and address network issues before consumers are even aware of them.
CableLabs continually makes advances in these areas and others, bringing state-of-the-art breakthroughs to cable broadband.
Mapping Out the Next Steps for DOCSIS Technology
Delivery of the specification is the first step of a three-part DOCSIS lifecycle. The second step includes interoperability events and the final step is certification, which will be discussed in future blog posts. These three steps—specification, interoperability and certification—have been part of the DOCSIS process for over 20 years and constitute a time-proven method to deliver high-speed, low-cost, interoperable cable modems to consumers.

Wired
Preparations for Full Duplex DOCSIS® Technology are Marching Along

Built on the successful completion of CableLabs’ DOCSIS 3.1 specification, Full Duplex (FDX) DOCSIS® technology (now a part of DOCSIS 4.0 technology) is a key component of the 10G platform that will significantly elevate the level of services available to consumers using existing cable broadband networks. With FDX DOCSIS technology (now a part of DOCSIS 4.0 technology), the same frequencies are simultaneously used for both upstream and downstream traffic, virtually greatly increasing the capacity of the coaxial cable. More capacity means lower latency and speeds of up to 10 Gbps for downstream traffic and up to 6 Gbps for upstream traffic. Cable broadband users will be much more satisfied with services, leading to greater customer retention and the ability to attract new customers.
Field Testing Analysis
In the past year, CableLabs has thoroughly scrutinized FDX DOCSIS technology (now a part of DOCSIS 4.0 technology) in the field. Test equipment and engineers have flown around North America performing analysis on real cable broadband networks, including both a newly constructed plant and coaxial cable that was installed back while I was in college (that coax is well past voting age…). Volumes of data were collected, such as technical parameters on various configurations and various weather conditions: data from real networks in the real world.
And it works. The testing results were positive and in line with expectations, and products built to the specifications are expected to deliver the higher symmetrical bit rates associated with full duplex operation. Now, coaxial cable networks won’t be a limiting factor in getting to full duplex and the next generation of broadband services.
Now that CableLabs has developed FDX DOCSIS specifications (now a part of DOCSIS 4.0 technology), members can move forward with this exciting technology. Members can further benefit from the Kyrio testing services that provide all the engineering expertise and lab equipment needed for testing FDX DOCSIS (now a part of DOCSIS 4.0 technology). All the operator has to do is identify network segments where the work is to be performed.
What’s Coming in 2019
Getting back to the lab (which is a lot dryer and warmer than some of the outside plant scenarios where CableLabs has worked), CableLabs is:
- Hosting lab activities to support the development and interoperability of FDX DOCSIS (now a part of DOCSIS 4.0 technology) products
- Bringing back important discoveries from the field testing into the labs to support testing in real-world situations and scenarios.
- Building the lab infrastructure needed to rigorously analyze performance and reliability in a variety of configurations
CableLabs and the cable industry are continuing to advance cutting-edge developments in cable broadband networks to remain ahead of consumer demand. The focus is on developing innovative network technologies, as well as defining optimal network architectures that provide the necessary capacity and performance in each network segment for multi-gigabit services today and in the future.
You can learn more about Full Duplex DOCSIS technology (now a part of DOCSIS 4.0 technology) and the 10G platform by clicking below.

Events
CableLabs Hosting a Free Full Duplex DOCSIS® Technology Seminar

CableLabs is hosting a free Full Duplex (FDX) DOCSIS® technology (now DOCSIS 4.0 technology) seminar , April 17–18, 2018 that will be attended by both cable operators and DOCSIS suppliers. The seminar will take place at a private events center to provide attendees with a comfortable and professional setting to learn all about Full Duplex DOCSIS technology (now DOCSIS 4.0 technology).
Scheduled speakers will be technologists who developed the FDX DOCSIS (now DOCSIS 4.0 technology) specifications, . Most have been involved with DOCSIS technology since the beginning, all are accomplished speakers who possess a wealth of knowledge to share not only about FDX DOCSIS (now DOCSIS 4.0 technology) but also about how the technology integrates into the family of DOCSIS generations.
FDX DOCSIS 3.1 technology (now DOCSIS 4.0 technology) allows cable operators to offer symmetric gigabit-speed data services over their existing Hybrid Fiber/Coax (HFC) networks, building on the core DOCSIS 3.1 orthogonal frequency-division multiplexing (OFDM)/orthogonal frequency-division multiple access (OFDMA) technology. This additional set of features significantly increases upstream capacity and allows for the same spectrum to be simultaneously used for both downstream and upstream.
The technology seminar will cover a wide range of topics, including:
- The physical layer: The physical layer topic includes how both OFDM and OFDMA have been extended to allow full duplex operation. This also includes how FDX DOCSIS (now DOCSIS 4.0 technology) fits into the channel plan, and how the system is expected to operate.
- The Media Access Control (MAC) layer: This topic includes both how the cable modem termination system (CMTS) manages the full duplex spectrum and how today’s FDX (now DOCSIS 4.0 technology) modems initialize and communicate with the CMTS for full duplex operation.
- Link Budgets and System Performance: This topic will discuss how to manage both signal levels and loss throughout the system in order to maintain peak operating performance.
- FDX DOCSIS support of existing DOCSIS modems: This topic concerns how FDX DOCSIS (now DOCSIS 4.0 technology) modems will be tested for backward compatibility with earlier versions of DOCSIS modems; they will all operate on the same cable plant with no need to upgrade older modems.
- Fiber Node changes: What will change in the Fiber Node, which now supports a Distributed Access Architecture (DAA) solution to distribute part (or all) of the CMTS to the fiber node?
- Node+0 Tips: These tips and considerations will focus on Node+0 (passive coax) plant construction to support FDX DOCSIS (now DOCSIS 4.0 technology).
The technology seminar has been designed to foster interactive discussion with the audience. FDX DOCSIS (now DOCSIS 4.0 technology) is an extension of the DOCSIS 3.1 technology and now involves the HFC network to create a system that offers symmetric capacity. Presentations will offer critical insights into these aspects of the architecture and technology. Attendees will come away with a greater appreciation and understanding of FDX DOCSIS’s (now DOCSIS 4.0 technology) underlying mechanisms.
Seminar Details
The FDX DOCSIS technology (now DOCSIS 4.0 technology) seminar is free to attend and is open to all CableLabs members and DOCSIS NDA suppliers. The audience is intended to be composed of technology leaders involved with the early deployments of DOCSIS, including not only the DOCSIS engineers but also experts in outside plant and construction as FDX DOCSIS (now DOCSIS 4.0 technology) uses a Node+0 HFC network.
This technology seminar overlaps with an FDX DOCSIS (now DOCSIS 4.0 technology) interop being held at CableLabs the week of April 16. All CableLabs members and suppliers participating in the interop have the opportunity to tour the interop and witness FDX DOCSIS technology (now DOCSIS 4.0 technology) in operation, viewing—for perhaps the first time—the same spectrum carrying simultaneous upstream and downstream traffic.
With the CableLabs membership spanning five continents, the seminar will provide a unique opportunity for networking, as well as connecting or reconnecting with colleagues involved with the introduction of new DOCSIS technology. The seminar will offer a diverse set of deployment scenarios, and the discussions will include how FDX DOCSIS (now DOCSIS 4.0 technology) can support the needs of cable operators.

Technology
Introduction to Proactive Network Maintenance (PNM): The Importance of Broadband

This is the introduction for our upcoming series on Proactive Network Maintenance (PNM).
The advent of the Internet has had a profound impact on American life. Broadband is a foundation for economic growth, job creation, global competitiveness and a better way of life. The internet is enabling entire new industries and unlocking vast new possibilities for existing ones. It is changing how we educate children, deliver health care, manage energy, ensure public safety, engage government and access, organize and disseminate knowledge.
There is a lot riding on broadband service which places a focus on customer service; to create both a faster and more reliable broadband experience that delight customers. Recent technological advancements in systems and solutions, as well as agile development, have enabled new cloud-based tools to enhance customer experience.
Over the past decade, CableLabs has been inventing and refining tools to improve the experience of broadband. CableLabs is providing both specifications and reference designs to interested parties to improve how customers experience their broadband service. Proactive Network Maintenance (PNM) is one of these innovations.
What is Proactive Network Maintenance and Why Should You Care?
Proactive network maintenance (PNM) is a revolutionary philosophy. Unlike predictive, or preventive maintenance, proactive maintenance depends on a constant and rigorous inspection of the network to look for the causes of a failure, before that failure occurs, and not treating network failures as routine or normal. PNM is about detecting impending failure conditions followed by remediation before problems become evident to users.
In 2008 the first instantiation of PNM was pioneered at CableLabs. This powerful innovation used information available in each cable modem and mathematically analyzed it to identify impairments in the coax portion of the cable network. From this time forward, every cable modem in the network is a troubleshooting device and could be used as a preventive diagnostic tool.
This is important when trying to track down transient issues related to the time of day, temperature, and other environmental variables, which can play a huge role in the performance of the cable system. With transient issues, it is important to have sensors continually monitoring the network. Since then, with improvements in technology, more sophisticated tools have been added giving operators unprecedented amounts of information about the state of the network.
Problems are solved quickly and efficiently because we can pinpoint where the problems are. Technicians like PNM because they become empowered to find and fix issues. An impairment originating from within a customer’s home can be dispatched to a service technician. While impairments originating on the cable plant itself can be dispatched to line technicians. Customer service agents also like the tools because they create actionable service requests. Lastly, impairments that can be attributed to headend alignment issues can be routed to a headend technician. All of this can be done before the customer is even aware there is a problem!
So, what does CableLabs have to do with all this?
The PNM project continues to innovate. Because of the success of PNM for the cable network, capabilities have been added to investigate in-home coax, WiFi and soon fiber optic networks. Monitoring is key, and by using powerful cloud-based predictive algorithms and analytics, networks can be monitored 24 x 7 to provide insights, follow trends and detect important clues with the goal to identify, diagnose and fix issues before customers notice any impact.
CableLabs provides a toolkit of technical capabilities and reference designs that interested parties can use to create and customize tools fitting specific business needs. Operators can get started with reference designs, build expertise and their own solutions, and integrate the tools into their own systems. In addition, suppliers have licensed the technology and are creating a turn-key solution that operators can choose to work with.
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In my upcoming series, I will cover DOCSIS PNM, MoCA PNM, Optical PNM, Common Collection Framework and explore in greater depth how PNM enhances the customer experience. Be sure to subscribe to our blog to find out more.