live broadcast is sensitive to the network, and network delay directly affects the real-time and interactivity of the audience. high latency will cause the picture and audio to be out of sync, cause significant lags in real-time barrage and microphone connection, and even affect the reward and interactive experience.
common manifestations of high latency include lagging, buffering, slow initial loading, and adaptive downshifting of streaming bitrates. the impact is particularly obvious in multi-person mic or real-time competition live broadcasts.
network delay will amplify the delays in encoding, decoding, transmission, and retransmission. if packet loss occurs again, the player will trigger retransmission or frame reduction, thereby affecting frame rate and clarity.
when choosing a live broadcast vps, you should give priority to low network latency and stable rtt (round trip delay) indicators, especially when targeting audiences in mainland china, you need to test the performance of cross-border lines.
live streaming has rigid requirements for uplink bandwidth. insufficient bandwidth or occupied shared bandwidth will cause bit rate jitter and frame loss. bandwidth guarantee determines whether stable output can be maintained during high concurrent viewers or multiple uploads.
estimate the uplink demand based on the video definition and encoding bit rate: for example, 720p (approximately 2–4mbps), 1080p (approximately 4–8mbps), and then multiply by the redundancy factor (1.5–2 times) to cope with fluctuations.
common types include exclusive bandwidth, shared bandwidth and burst bandwidth. it is recommended to use exclusive bandwidth or clear bandwidth guarantee for live broadcast to avoid being crowded by neighbor traffic during peak periods.
if there are multiple retweets or recordings, it is recommended to reserve a higher uplink and enable traffic monitoring and uplink rate alarms to prevent passive code reduction or frame loss during the live broadcast.
it can be evaluated through the three-step combination of ping, mtr/traceroute and the actual push test: ping looks at the average rtt and jitter, mtr looks at the packet loss point and routing hop count, and the push test looks at whether the actual bit rate can be output stably.
1) use ping to test the average delay and maximum delay of the target line; 2) use mtr or traceroute to locate packet loss or congestion nodes; 3) push the stream under real encoding parameters for 10-30 minutes to observe the stability and playback.
pay attention to conducting tests at different time periods (working hours, evening peaks), and conducting pull tests at audience nodes in different regions to determine the stability of cross-border links.
priority: stable and low rtt (for example, less than 80ms depending on the viewer's region) > low packet loss rate (near 0%) > stable available bandwidth and small fluctuation range.
all three have a key impact, but for live broadcasts, line quality and the operator's interconnection capabilities are usually more important than the city of the physical computer room. excellent cross-border interconnection can significantly reduce delays and packet loss.
the computer room determines the first hop delay to the surrounding cdn nodes or switching centers. local viewers (in south korea) are recommended to stay close to the computer room in the capital area; cross-border viewers focus on overseas links.
choose a vps that has good interconnection with china, china telecom, china unicom, china mobile or international backbone networks, and can provide bgp multi-line or dedicated line access, which is more suitable for live broadcasting.
ask the supplier whether it has a dedicated live broadcast line, whether it supports acceleration or self-developed transmission protocols (such as srt/udp optimization), and whether it can provide bandwidth guarantee and traffic priority policy.
live streaming vps should give priority to cpu, memory, uplink bandwidth and network interface. the cpu must have at least 2 cores. if transcoding or multi-channel mixing is required, it is recommended to have 4 cores or more. the starting memory is 8gb. the bandwidth is estimated based on the code rate and select exclusive uplink.
use professional streaming software (such as obs) to configure reasonable encoding parameters, enable cbr or controlled code rate, and consider using rtmp+cdn or srt direct connection to reduce the impact of packet loss.
multiple vps can be combined with load balancing or cdn for redundancy, and the push point can be quickly switched when a single node problem occurs; at the same time, monitoring (delay, packet loss, bandwidth, cpu usage) and alarm strategies are implemented.

during the trial period, complete multi-period tests, ask merchants for slas (bandwidth commitment, packet loss rate, technical support response time), and give priority to vendors with live broadcast optimization or acceleration services.
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