WO2012037707A1 - Method and system for access point congestion detection and reduction - Google Patents
Method and system for access point congestion detection and reduction Download PDFInfo
- Publication number
- WO2012037707A1 WO2012037707A1 PCT/CN2010/001471 CN2010001471W WO2012037707A1 WO 2012037707 A1 WO2012037707 A1 WO 2012037707A1 CN 2010001471 W CN2010001471 W CN 2010001471W WO 2012037707 A1 WO2012037707 A1 WO 2012037707A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- data rate
- computing device
- trip
- round
- value
- Prior art date
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
- H04L43/0852—Delays
- H04L43/0864—Round trip delays
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/02—Traffic management, e.g. flow control or congestion control
- H04W28/0284—Traffic management, e.g. flow control or congestion control detecting congestion or overload during communication
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/02—Traffic management, e.g. flow control or congestion control
- H04W28/10—Flow control between communication endpoints
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L47/00—Traffic control in data switching networks
- H04L47/10—Flow control; Congestion control
- H04L47/28—Flow control; Congestion control in relation to timing considerations
- H04L47/283—Flow control; Congestion control in relation to timing considerations in response to processing delays, e.g. caused by jitter or round trip time [RTT]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/02—Traffic management, e.g. flow control or congestion control
- H04W28/0247—Traffic management, e.g. flow control or congestion control based on conditions of the access network or the infrastructure network
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/16—Central resource management; Negotiation of resources or communication parameters, e.g. negotiating bandwidth or QoS [Quality of Service]
- H04W28/18—Negotiating wireless communication parameters
- H04W28/22—Negotiating communication rate
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/02—Processing of mobility data, e.g. registration information at HLR [Home Location Register] or VLR [Visitor Location Register]; Transfer of mobility data, e.g. between HLR, VLR or external networks
- H04W8/04—Registration at HLR or HSS [Home Subscriber Server]
Definitions
- Collaboration computing environments often rely on data transfer from a source computing device to multiple destination or sink computing devices.
- "classroom collaboration" relies on the transfer of files, video, and other data from the teacher's computing device to each student's computing device.
- multicast, broadcast, or other one-to-many data transmissions are used to effect such data transfer.
- unicast transmissions are one-to-one data transmissions (i.e., from a single source computing device to a single destination or sink computing device).
- Some communication devices and standards are optimized for or otherwise provide better service and/or reliability with unicast transmissions compared to multicast or broadcast transmissions.
- some access points e.g., a wired or wireless router, switch or hub
- the access point can become a "bottleneck" of the local area network (LAN) because the access point must transmit the data received from the source computing device (usually via a unicast transmission) to each sink computing device on the local area network.
- LAN local area network
- the outgoing data rate from the access point is typically significantly lower than the incoming data rate from the source computing device.
- This disparity in data rates can cause the data queues of the access point to overflow resulting in lost data and delayed transmissions.
- These difficulties may be compounded in some network environments in which unicast transmissions are given a higher priority or quality of service over multicast transmissions.
- many access point devices have default multicast settings that are not optimal, which can result in additional data transfer congestion difficulties.
- FIG. 1 is a simplified block diagram of one embodiment of a system for detecting and reducing data transfer congestion in an access point of a network
- FIG. 2 is a simplified block diagram of one embodiment of a computing device of the system of FIG. 1 ;
- FIG. 3 is a simplified flow diagram of one embodiment of a method for detecting and reducing data transfer congestion in the access point of the network of FIG. 1 ;
- FIG. 4 is a simplified flow diagram of another embodiment of a method for detecting and reducing data transfer congestion in the access point of the network of FIG. 1 ;
- FIG. 5 is a graph of the data rate trend of a source computing device using the congestion detection and reducing methods of FIGS. 3 and 4. DETAILED DESCRIPTION OF THE DRAWINGS
- references in the specification to "one embodiment”, “an embodiment”, “an example embodiment”, etc., indicate that the embodiment described may include a particular feature, structure, or characteristic, but every embodiment may not necessarily include the particular feature, structure, or characteristic. Moreover, such phrases are not necessarily referring to the same embodiment. Further, when a particular feature, structure, or characteristic is described in connection with an embodiment, it is submitted that it is within the knowledge of one skilled in the art to effect such feature, structure, or characteristic in connection with other embodiments whether or not explicitly described.
- Embodiments of the disclosure may be implemented in hardware, firmware, software, or any combination thereof.
- Embodiments of the disclosure implemented in a computer system may include one or more bus-based interconnects between components and/or one or more point-to-point interconnects between components.
- Embodiments of the invention may also be implemented as instructions stored on a machine-readable, tangible medium, which may be read and executed by one or more processors.
- a machine-readable, tangible medium may include any tangible mechanism for storing or transmitting information in a form readable by a machine (e.g., a computing device).
- a machine-readable, tangible medium may include read only memory (ROM); random access memory (RAM); magnetic disk storage media; optical storage media; flash memory devices; and other tangible mediums.
- a system 100 for detecting and reducing data transfer congestion includes a source or server computing device 102 and a receiving or client computing device group 104.
- the computing devices 102, 104 are communicatively coupled to each other over a network 106 via an access point 108.
- the source computing device 102 may be embodied as any type of computing device capable of performing the functions described herein.
- the source computing device 102 may be embodied as a desktop computer, a laptop computer, a mobile internet device (MID), or other network-enabled computing device.
- MID mobile internet device
- the computing device group 104 includes a plurality of computing devices 1 10, which includes one or more sink computing device(s) 1 12 and additional computing devices 1 14.
- the one or more sink computing device(s) 1 12 is selected from the computing device 1 10 to receive internet control message protocol (ICMP) packets from the source computing device 102 to measure the amount of congestion of the network 106 (i.e., of the access point 108) as discussed in more detail below.
- ICMP internet control message protocol
- the sink computing device(s) 1 12 may be selected randomly or selected based on some criteria such as a signal quality measurement.
- each of the computing devices 1 10 may be embodied as any type of computing device capable of performing the functions described herein.
- each of the computing devices 1 10 may be embodied as a desktop computer, a laptop computer, a mobile internet device (MID), or other network- enabled computing device.
- MID mobile internet device
- the access point 108 facilitates communication between the computing devices 102, 110.
- the access point 108 may be embodied as any type of wired or wireless network communication routing devices such as a wired or wireless router, switch, hub, or other network communication device capable of communicatively coupling the computing devices 102, 1 10.
- the access point 108 is also communicatively coupled to an external network 130 via a communication link 124.
- the network 130 may be embodied as any type of wired and/or wireless network such as a local area network, a wide area network, a publicly available global network (e.g., the Internet), or other network.
- the communication link 124 may be embodied as any type of wired or wireless communication link capable of facilitating communication between the access point 108 and the external network 130 such as, for example, any number of wireless or physical connections, wires, cables, and/or other interconnecting links or paths.
- the network 130 may include any number of additional devices, such as routers, switches, intervening computers, and the like, to facilitate communication between the computing devices 102, 1 10 and remote computing devices.
- the source computing device 102 and the computing device group 104 are located in a single room or are otherwise local to each other.
- the system 100 is incorporated in a classroom.
- the source computing device 102 may be embodied as the teacher's or instructor's computing device and the computing devices 1 10 may be embodied as student computing devices.
- the system 100 may also be used in other environments or implementations in which one-to-many data transmissions are required.
- the source computing device 102 (or other component of the system 100) is configured to monitor the data traffic congestion of the access point 108, and the network 106, and adjust its data rate accordingly.
- the source computing device 102 measures a round-trip-time value for transmitting an internet control message protocol (ICMP) packet to the sink computing device(s) 1 12 and receiving a response from the sink computing device(s) 1 12 in response to the internet control message protocol (ICMP) packet.
- ICMP internet control message protocol
- the source computing device 102 is described as performing the network congestion monitoring function, other components of the system 100 may perform such monitoring tasks in other embodiments.
- one of the computing devices 110 may perform the network congestion monitoring and report the network congestion level to the other devices of the system 100 (including the source computing device 102).
- the source computing device 102 is configured to increase its data rate, maintain its data rate, or decrease its data rate. For example, if the round-trip-time value is less than a predetermined threshold value, the source computing device 102 determines that the access point 108 is not overly congested. In response, the source computing device 102 increases the data rate. The data rate may be increased linearly, exponentially, or according to some other equation or algorithm. However, if the round-trip-time value is greater than a predetermined threshold value, the source computing device 102 determines that the access point 108 is congested. In response, the source computing device 102 decreases the peak data rate.
- the source computing device 102 decreases the current data rate based on or in dependence on the peak data rate. For example, as discussed in more detail below, the data rate may be decreased according to a midpoint calculation formula such that the new starting data rate is increased over time toward the peak data rate.
- the peak data rate may be decreased by a fixed amount or based on a percentage amount such as, for example, a ten percent decrease. In this way, the source computing device 102 searches for the highest available data rate that does not cause over congestion of the access point 108 while not continuously "bumping" against the peak data rate. That is, both the starting data rate and the peak data rate are adjusted toward the local "optimum" data rate over time as discussed in more detail in regard to FIG. 5 below.
- each of the computing devices 102, 110 includes a processor 200, a chipset 204, and memory 202.
- the computing devices 102, 110 may be embodied as any type of computing devices capable of performing the respective functions described herein.
- the computing devices 102, 1 10 may be embodied as desktop computers, laptop computers, mobile internet devices (MID), or other network-enabled computing devices.
- MID mobile internet devices
- the processor 200 is illustratively embodied as a single core processor having a processor core 206. However, in other embodiments, the processor 200 may be embodied as a multi-core processor having multiple processor cores 206. Additionally, the computing devices 102, 1 10 may include additional processors 200 having one or more processor cores 206.
- the processor 200 is communicatively coupled to the chipset 204 via a number of signal paths 208.
- the signal paths 208 may be embodied as any type of signal paths capable of facilitating communication between the processor 200 and the chipset 204.
- the signal paths 208 may be embodied as any number of bus paths, printed circuit board traces, wires, vias, intervening devices, and/or other interconnects.
- the memory 202 may be embodied as one or more memory devices or data storage locations including, for example, dynamic random access memory devices (DRAM), synchronous dynamic random access memory devices (SDRAM), double-data rate synchronous dynamic random access memory device (DDR SDRAM), and/or other volatile memory devices. Additionally, although only a single memory device 202 is illustrated in FIG. 2, in other embodiments, the computing devices 102, 110 may include additional memory devices.
- DRAM dynamic random access memory devices
- SDRAM synchronous dynamic random access memory devices
- DDR SDRAM double-data rate synchronous dynamic random access memory device
- the chipset 204 may include a memory controller hub (MCH) or northbridge, an input/output controller hub (ICH) or southbridge, and a firmware device.
- the firmware device may be embodied as a memory storage device for storing Basic Input/Output System (BIOS) data and/or instructions and/or other information.
- the chipset 204 is communicatively coupled to the memory 202 via a number of signal paths 210. Similar to the signal paths 208, the signal paths 210 may be embodied as any type of signal paths capable of facilitating communication between the chipset 204 and the memory device 202 such as, for example, any number of bus paths, printed circuit board traces, wires, vias, intervening devices, and/or other interconnects.
- the chipset 204 may be embodied as a platform controller hub (PCH).
- the memory controller hub (MCH) may be incorporated in or otherwise associated with the processor 200.
- the memory device 202 may be communicatively coupled to the processor 200, rather than the chipset 204 (i.e., rather than the platform controller hub), via a number of signal paths 212.
- the signal paths 212 may be embodied as any type of signal paths capable of facilitating communication between the memory device 202 and the processor 200 such as, for example, any number of bus paths, printed circuit board traces, wires, vias, intervening devices, and/or other interconnects.
- the computing devices 102, 1 10 also include communication circuitry 220 for communicating with each other over the network 106.
- the communication circuitry 220 may be embodied as any number of devices and circuitry for enabling communications between the computing devices 102, 110.
- the communication circuitry 220 may be embodied as one or more wired or wireless network interface cards (NICs) or other network communication cards, modules, or circuits for communicating with other computing devices 102, 1 10 via the access point 108.
- NICs network interface cards
- the computing devices 102, 1 10 may also include additional peripheral devices such as a data storage 222, a display device 224, and other peripheral devices 226.
- Each of the communication circuitry 220, the data storage 222, the display device 224, and other peripheral devices 226 is communicatively coupled to the chipset 204 via signal paths 230.
- the signal paths 230 may be embodied as any type of signal paths capable of facilitating communication between the chipset 204 and the communication circuitry 220, the data storage 222, the display device 224, and other peripheral devices 226 such as, for example, any number of bus paths, printed circuit board traces, wires, vias, intervening devices, and/or other interconnects.
- the data storage device(s) 222 may be embodied as any type of devices configured for the short-term or long-term storage of data such as, for example, memory devices and circuits, memory cards, hard disk drives, solid-state drive, or other data storage devices.
- the display device 224 may be embodied as any type of display device for displaying data to a user of the computing devices 102, 1 10 such as, for example, a liquid crystal display (LCD), a cathode-ray tube (CRT) display, a light emitting diode (LED) display, or other display device.
- the peripheral devices 226 may include any number of additional peripheral devices including input devices, output devices, and other interface devices.
- the peripheral devices 226 may include a keyboard and/or mouse for supplying an input to the computing device 102, 1 10.
- the particular number and type of devices included in the peripheral devices 226 may depend upon, for example, the intended use of the computing device 102, 1 10.
- a method 300 for detecting and reducing data transfer congestion in the access point 108 of the system 100 may be executed by the source computing device 102.
- the method 300 begins with block 302 in which the computing device group 104 is determined by the source computing device 102. To do so, each of the computing devices 1 10 may register with the computing device 102 such that the source computing device 102 has access to the network address (e.g., the MAC address) of each computing device 1 10. Such registration may be performed manually or automatically.
- the network address e.g., the MAC address
- the network addresses of the computing devices 1 10 may be manually entered into the source computing device 102 and stored therein (e.g., in memory 202 and/or data storage 222).
- the source computing device 102 may interrogate or otherwise request each computing device 1 10 to transmit its network address to the source computing device 102.
- each of the computing devices 1 10 is registered with the source computing device 102 in block 302.
- the source computing device 102 selects one or more of the computing devices 1 10 as the sink computing device(s) 1 12.
- the sink computing device 1 12 is the selected computing device to which the source computing device 102 will direct the internet control message protocol (ICMP) packet to determine the current data transfer congestion of the access point 108 based on the round-trip-time value as discussed in more detail below.
- the source computing device 102 may select the sink computing device 1 12 from the computing devices 110 using any suitable method or algorithm. For example, in one embodiment, the source computing device 102 may randomly select the sink computing device 1 12 from the computing devices 1 10 using a suitable random generating algorithm. Alternatively, the source computing device 102 may select the sink computing device 1 12 based on some criteria or data associated with each computing device 1 10.
- the source computing device 102 is configured to select the sink computing device 1 12 from the computing devices 1 10 based on a received signal strength indication (RSSI) measurement of each computing device 1 10, a signal-to-noise ratio (SNR) measurement of each computing device 110, or some other measurement related to communication quality or the like.
- the computing devices 1 10 may be configured to transmit such measurement criteria to the source computing device during registration of the computing device group in block 302.
- such measurements may be determined manually for each computing device 1 10.
- the sink computing device 112 may be manually selected based on such measurements.
- the source computing device 102 may select the sink computing device 1 12 once or multiple times. For example, in some embodiments, the source computing device 102 may be configured to reselect the sink computing device 112 for every computing session or periodically (e.g., hourly, daily, weekly, etcetera). Additionally, in some embodiments, the source computing device 102 may be configured to reselect the sink computing device 1 12 from the computing devices 110 based on some criteria or measurement. For example, the source computing device 102 may reselect a sink computing device 112 when the RSSI, SNR, or other signal measurement increases above some predetermined threshold; when the rate of retransmission requests received from the sink computing device 1 12 decreases below some predetermined threshold; or the like.
- the source computing device 102 may ensure that the computing device 1 10 having the lowest, or one of the lowest, RSSI, SNR or other signal measurement is selected as the sink computing device 112. Additionally, the source computing device 102 may select a single or multiple sink computing devices 1 12 from the computing devices 1 10. In embodiments wherein multiple sink computing devices 1 12 are selected, the source computing device 102 is configured to transmit internet control message protocol (ICMP) packets to each of the sink computing devices 112 to determine the round-trip-time value.
- ICMP internet control message protocol
- the source computing device 102 establishes an initial or starting data rate and a peak or maximum data rate. To do so, the source computing device 102 may simply set the initial and peak data rates to a predetermined amount.
- the initial data rate is the data rate at which the source computing device 102 will begin transmitting (e.g., multicasting) data to the computing devices 1 10.
- the peak data rate is used to track the maximum data rate prior to data transfer congestion and to determine a new data rate as discussed below.
- the source computing device 102 After the initial data rate and peak data rate have been established or otherwise determined in block 306, the source computing device 102 begins transmitting data to the computing devices 110 in block 308 using the current data rate (which is initially equal to the starting data rate). Contemporaneously with the transmitting of data to the computing devices 1 10 in block 308, the source computing device 102 is configured to monitor network congestion in block 310. The source computing device 102 may monitor the network congestion (i.e., the data transfer congestion of the access point 108) periodically, at random intervals, or substantially constantly. To do so, the source computing device 102 determines the round-trip-time value for an internet control message protocol (ICMP) packet transmitted to the sink computing device(s) 112 in block 312.
- ICMP internet control message protocol
- the source computing device 102 transmits the internet control message protocol (ICMP) packet to the sink computing device(s) 1 12 and measures the elapsed time until receiving a response from the sink computing device(s) 1 12 in response to the control message protocol (ICMP) packet.
- the round-trip-time value is equal to the elapsed time. However, in some embodiments, the round-trip-time value may be set to a maximum value should no response from the sink computing device(s) 1 12 be received within a predetermined maximum time period. It should be appreciated that the round-trip-time value is a measure of the data transfer congestion of the access point 108 and/or other components of the system 100. As such, higher values of the round-trip-time value are indicative of a higher amount of congestion.
- the source computing device 102 determines whether the measured round-trip-time value is greater than a threshold value.
- the threshold value may be predetermined and/or adjusted over time. If the round-trip-time value is less than the threshold value, the current data rate is increased in block 316. That is, the data rate used by the source computing device 102 to transmit data to the computing devices 1 10 in block 308 is increased in block 316.
- the current data rate may be increased linearly or non-linearly with respect to time. For example, in some embodiments, the data rate may be increased by a predetermined, fixed amount. Alternatively, the data rate may be exponentially increased over time. Additionally, in block 318, the peak data rate is set to the current data rate. In this way, the peak data rate tracks the current data rate during light data traffic congestion.
- the peak data rate is decreased in block 320.
- the peak data rate may be decreased by a predetermined, fixed amount, a percentage amount, or other amount.
- the peak data rate is decreased by about ten percent in block 320 (i.e., the new peak data rate is ninety percent of the current peak data rate).
- the peak data rate is decreased only during a predetermined period of time. As such, after some amount of time, the peak data rate may no longer be decreased such that the source computing device 102 may again search for a new local maximum data rate.
- the current data rate is also decreased.
- the current data rate may be decreased by a fixed amount, a percentage value, or the like.
- the current data rate is decreased to a midpoint data rate value between a previous starting value and the current peak data rate.
- the source computing device 102 may calculate a new midpoint data rate by summing the current peak data rate and a previously determined midpoint data rate, which may initially be set to zero or another initial value. The sum of the peak data rate and previous midpoint data rate is divided by two to determine the new midpoint data rate. The current data rate is set to the newly determined midpoint data rate, which is subsequently used as the previous midpoint data rate in subsequent calculations.
- the current data rate is decreased to a new starting value, which is itself increased over time.
- the data rate 502 may be increased to a local peak data rate 504, decreased to a local midpoint data rate 506, increased to another local peak data rate 508, decreased again to a local midpoint data rate 510, and so on until a local "optimum" data rate 512 value is obtained, which is below the current access point congestion value 514.
- the source computing device 102 may execute a method 400 for detecting and reducing data transfer congestion in the access point 108 of the system 100.
- the method 400 may, for example, be executed in place of blocks 306 and 310 of the method 300 described above in regard to FIG. 3.
- the method 400 begins with block 402 in which the source computing device 102 establishes an initial or starting data rate, a peak or maximum data rate, data rate threshold values (see below in regard to blocks 410, 416, and 420), and a peak avoidance period. Similar to block 306, each of the initial data rate, peak data rate, threshold values, and peak avoidance period may be set to initial values in block 402.
- the initial data rate is the data rate at which the source computing device 102 will begin transmitting (e.g., multicasting) data to the computing devices 1 10.
- the peak data rate is used to track the maximum data rate prior to data transfer congestion and to determine a new data rate as discussed below.
- the data rate threshold values are used to determine the level of network congestion and the responses thereto.
- the peak avoidance period defines the length of time during which the peak data rate is decreased if a high amount of network congestion is detected as discussed above in regard to block 320 of method 300.
- the source computing device 102 determines the round-trip- time value for an internet control message protocol (ICMP) packet transmitted to the sink computing device(s) 112. To do so, in block 404, the source computing device 102 transmits the internet control message protocol (ICMP) packet to the sink computing device(s) 112. In block 406, the source computing device 102 receives a response from the sink computing device(s) 1 12 in response to the internet control message protocol (ICMP) packet. The source computing device 102 determines the round-trip-time value in block 408 by measuring the elapsed time between transmitting the internet control message protocol (ICMP) packet and receiving the response from the sink computing device(s) 1 12. Should no response be received from the sink computing device(s) 1 12 within a predetermined maximum time period, the round-trip-time value may be set to a maximum value.
- ICMP internet control message protocol
- the source computing device 102 compares the round-trip-time value to multiple threshold values and performs one or more actions in response thereto. For example, in block 410, the source computing device 102 determines whether the measured round-trip-time value is less than a low threshold value, which may be selected to indicate low network congestion. If the round-trip-time value is less than the low threshold value, the current data rate is increased in block 412. That is, the data rate used by the source computing device 102 to transmit data to the computing devices 110 is increased in block 412. The current data rate may be increased linearly or non-linearly with respect to time. For example, in some embodiments, the data rate may be increased by a predetermined, fixed amount. Alternatively, the data rate may be exponentially increased over time. Additionally, in block 414, the peak data rate is set to the current data rate. In this way, the peak data rate tracks the current data rate during light data traffic congestion as discussed above in regard to FIGS. 3 and 5.
- the source computing device 102 determines whether the peak avoidance period has expired. If not, the peak data rate is decreased in block 424. To do so, the peak data rate may be decreased by a predetermined, fixed amount, a percentage amount, or other amount.
- the peak data rate is decreased by about ten percent in block 424 (i.e., the new peak data rate is ninety percent of the current peak data rate).
- the method advances to block 426 and the peak data rate is not decreased. It should be appreciated that the peak avoidance period may be restarted periodically or in response to the peak data rate being maintained at the current rate for a predetermined period of time.
- the current data rate is also decreased.
- the current data rate may be decreased by a fixed amount, a percentage value, or the like.
- the current data rate is decreased to a midpoint data rate value between a previous starting value and the current peak data rate.
- the source computing device 102 may calculate a new midpoint data rate by summing the current peak data rate and a previously determined midpoint data rate, which may initially be set to zero or another initial value. The sum of the peak data rate and previous midpoirit data rate is divided by two to determine the new midpoint data rate. The current data rate is set to the newly determined midpoint data rate, which is subsequently used as the previous midpoint data rate in subsequent calculations.
- the current data rate is decreased to a new starting value, which is itself increased over time as illustrated in FIG. 5 and discussed above in regard to FIG. 3.
- the method 400 subsequently loops back to block 404 to again measure the amount of congestion of the network and respond accordingly as discussed in detail above.
- system 100 and methods 300, 400 have been described above as using internet control message protocol (ICMP) packets for detecting and reducing data transfer congestion, it should be appreciated that other communications protocols may be used in other embodiments.
- ICMP internet control message protocol
- UDP User Datagram Protocol
- other User Datagram Protocol (UDP) packets may be used by the source computing device 102 (or other computing device of the system 100) to determine and reduce the data transfer congestion of the access point 108 in a similar manner as discussed above.
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Environmental & Geological Engineering (AREA)
- Quality & Reliability (AREA)
- Data Exchanges In Wide-Area Networks (AREA)
- Communication Control (AREA)
Abstract
Description
Claims
Priority Applications (8)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/CN2010/001471 WO2012037707A1 (en) | 2010-09-24 | 2010-09-24 | Method and system for access point congestion detection and reduction |
EP10854845.4A EP2465035B1 (en) | 2010-09-24 | 2010-09-24 | Method and system for access point congestion detection and reduction |
JP2012534517A JP5357339B2 (en) | 2010-09-24 | 2010-09-24 | Method and system for access point congestion detection and reduction |
CN201080026059.8A CN102576320B (en) | 2010-09-24 | 2010-09-24 | For the detection of access point congestion and the method and system of reduction |
KR1020117031262A KR101333908B1 (en) | 2010-09-24 | 2010-09-24 | Method and system for access point congestion detection and reduction |
AU2010361098A AU2010361098B2 (en) | 2010-09-24 | 2010-09-24 | Method and system for access point congestion detection and reduction |
US13/322,324 US8606956B2 (en) | 2010-09-24 | 2010-09-24 | Method and system for access point congestion detection and reduction |
TW100134380A TWI444063B (en) | 2010-09-24 | 2011-09-23 | Method and system for access point congestion detection and reduction |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/CN2010/001471 WO2012037707A1 (en) | 2010-09-24 | 2010-09-24 | Method and system for access point congestion detection and reduction |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2012037707A1 true WO2012037707A1 (en) | 2012-03-29 |
Family
ID=45873373
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/CN2010/001471 WO2012037707A1 (en) | 2010-09-24 | 2010-09-24 | Method and system for access point congestion detection and reduction |
Country Status (8)
Country | Link |
---|---|
US (1) | US8606956B2 (en) |
EP (1) | EP2465035B1 (en) |
JP (1) | JP5357339B2 (en) |
KR (1) | KR101333908B1 (en) |
CN (1) | CN102576320B (en) |
AU (1) | AU2010361098B2 (en) |
TW (1) | TWI444063B (en) |
WO (1) | WO2012037707A1 (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8606956B2 (en) | 2010-09-24 | 2013-12-10 | Intel Corporation | Method and system for access point congestion detection and reduction |
US9515942B2 (en) | 2012-03-15 | 2016-12-06 | Intel Corporation | Method and system for access point congestion detection and reduction |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8761021B2 (en) * | 2012-09-06 | 2014-06-24 | Google Inc. | Load distribution in a network of small-cell base stations |
KR20170072951A (en) * | 2012-10-26 | 2017-06-27 | 인텔 코포레이션 | Physical uplink control channel (pucch) resource allocation (ra) for a hybrid automatic retransmission request-acknowledge (harq-ack) transmission |
US20140149611A1 (en) * | 2012-11-26 | 2014-05-29 | Qualcomm Incorporated | CHANNEL CONDITION AWARE USB DATA DELIVERY OVER Wi-Fi WITH DIFFERENTIAL TREATMENT ON DISTINCT USB ENDPOINTS |
WO2014175919A1 (en) * | 2013-04-26 | 2014-10-30 | Intel IP Corporation | Shared spectrum reassignment in a spectrum sharing context |
KR102084247B1 (en) * | 2013-10-04 | 2020-03-03 | 에스케이 텔레콤주식회사 | Method and system for judgment over load base station by packet distinguish based on 3 way handshake |
CN105049250A (en) * | 2015-07-21 | 2015-11-11 | 莱芜钢铁集团电子有限公司 | Blast furnace network diagnosis method and device |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1400774A (en) * | 2002-08-22 | 2003-03-05 | 陈鸣 | Interconnection network end-to-end performance monitoring method and its system |
WO2007036046A1 (en) * | 2005-09-30 | 2007-04-05 | Research In Motion Limited | Methods and apparatus for dynamically adjusting a data packet window size for data packet transmission in a wireless communication network |
US20100165840A1 (en) * | 2008-12-31 | 2010-07-01 | Microsoft Corporation | Triggering animation actions and media object actions |
Family Cites Families (19)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US1023064A (en) | 1911-11-06 | 1912-04-09 | William S Bechtold | Barrette. |
DE69330661T2 (en) * | 1992-04-27 | 2002-06-27 | Nippon Telegraph And Telephone Corp., Tokio/Tokyo | Packet network and method for avoiding congestion of such a network |
JPH1023064A (en) * | 1996-07-01 | 1998-01-23 | Nippon Telegr & Teleph Corp <Ntt> | Automatic distribution-type traffic flow control method |
US6862622B2 (en) * | 1998-07-10 | 2005-03-01 | Van Drebbel Mariner Llc | Transmission control protocol/internet protocol (TCP/IP) packet-centric wireless point to multi-point (PTMP) transmission system architecture |
GB0028113D0 (en) * | 2000-05-15 | 2001-01-03 | Band X Ltd | Communication system and method |
GB0031535D0 (en) * | 2000-12-22 | 2001-02-07 | Nokia Networks Oy | Traffic congestion |
US7099273B2 (en) * | 2001-04-12 | 2006-08-29 | Bytemobile, Inc. | Data transport acceleration and management within a network communication system |
US7552205B2 (en) | 2002-05-21 | 2009-06-23 | Accenture Global Services Gmbh | Distributed transaction event matching |
JP4042696B2 (en) * | 2004-01-08 | 2008-02-06 | 日本電気株式会社 | Communication system, communication terminal, and communication program |
US7532642B1 (en) * | 2004-03-11 | 2009-05-12 | Sun Microsystems, Inc. | Methods and apparatus supporting adaptive bandwidth management |
US7512066B2 (en) * | 2004-03-30 | 2009-03-31 | Hewlett-Packard Development Company, L.P. | Congestion control system |
US7796517B2 (en) * | 2004-06-28 | 2010-09-14 | Minghua Chen | Optimization of streaming data throughput in unreliable networks |
JP4147534B2 (en) * | 2005-02-03 | 2008-09-10 | 日本電気株式会社 | Communication apparatus and communication method |
US7507184B2 (en) | 2005-03-25 | 2009-03-24 | Rodgers Jr Robert E | Exercise device with flexible support elements |
JP2007104137A (en) * | 2005-09-30 | 2007-04-19 | Matsushita Electric Ind Co Ltd | Data communication apparatus |
FR2922391B1 (en) * | 2007-10-15 | 2009-12-04 | Canon Kk | METHOD AND DEVICE FOR DATA TRANSMISSION |
JP4730427B2 (en) * | 2008-11-21 | 2011-07-20 | ソニー株式会社 | COMMUNICATION PROCESSING DEVICE, DATA COMMUNICATION SYSTEM, COMMUNICATION PROCESSING METHOD, AND COMPUTER PROGRAM |
US8416690B2 (en) * | 2010-01-11 | 2013-04-09 | Research In Motion Limited | Explicit congestion notification based rate adaptation using binary marking in communication systems |
KR101333908B1 (en) | 2010-09-24 | 2013-11-27 | 인텔 코오퍼레이션 | Method and system for access point congestion detection and reduction |
-
2010
- 2010-09-24 KR KR1020117031262A patent/KR101333908B1/en active IP Right Grant
- 2010-09-24 WO PCT/CN2010/001471 patent/WO2012037707A1/en active Application Filing
- 2010-09-24 JP JP2012534517A patent/JP5357339B2/en not_active Expired - Fee Related
- 2010-09-24 CN CN201080026059.8A patent/CN102576320B/en not_active Expired - Fee Related
- 2010-09-24 EP EP10854845.4A patent/EP2465035B1/en not_active Not-in-force
- 2010-09-24 AU AU2010361098A patent/AU2010361098B2/en not_active Ceased
- 2010-09-24 US US13/322,324 patent/US8606956B2/en not_active Expired - Fee Related
-
2011
- 2011-09-23 TW TW100134380A patent/TWI444063B/en not_active IP Right Cessation
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1400774A (en) * | 2002-08-22 | 2003-03-05 | 陈鸣 | Interconnection network end-to-end performance monitoring method and its system |
WO2007036046A1 (en) * | 2005-09-30 | 2007-04-05 | Research In Motion Limited | Methods and apparatus for dynamically adjusting a data packet window size for data packet transmission in a wireless communication network |
US20100165840A1 (en) * | 2008-12-31 | 2010-07-01 | Microsoft Corporation | Triggering animation actions and media object actions |
Non-Patent Citations (1)
Title |
---|
See also references of EP2465035A4 * |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8606956B2 (en) | 2010-09-24 | 2013-12-10 | Intel Corporation | Method and system for access point congestion detection and reduction |
US9515942B2 (en) | 2012-03-15 | 2016-12-06 | Intel Corporation | Method and system for access point congestion detection and reduction |
Also Published As
Publication number | Publication date |
---|---|
CN102576320B (en) | 2016-03-02 |
EP2465035A4 (en) | 2014-05-07 |
TW201230834A (en) | 2012-07-16 |
AU2010361098A1 (en) | 2013-03-14 |
KR101333908B1 (en) | 2013-11-27 |
EP2465035B1 (en) | 2016-04-27 |
CN102576320A (en) | 2012-07-11 |
EP2465035A1 (en) | 2012-06-20 |
JP2012530478A (en) | 2012-11-29 |
JP5357339B2 (en) | 2013-12-04 |
US20130212251A1 (en) | 2013-08-15 |
US8606956B2 (en) | 2013-12-10 |
AU2010361098B2 (en) | 2014-08-14 |
TWI444063B (en) | 2014-07-01 |
KR20120052907A (en) | 2012-05-24 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US9515942B2 (en) | Method and system for access point congestion detection and reduction | |
AU2010361098B2 (en) | Method and system for access point congestion detection and reduction | |
WO2017107577A1 (en) | Node probing method and device, path selection method and device, and network system | |
US10756910B2 (en) | Dynamic power management | |
CN104363638A (en) | Router signal intensity adjusting method and device | |
EP2491680B1 (en) | Method and system for facilitating one-to-many data transmission to a plurality of computing devices | |
US10503599B2 (en) | Method and system for facilitating one-to-many data transmissions with reduced network overhead | |
US9973595B2 (en) | Neighbor aware network data link profiles | |
JP5775123B2 (en) | Storage medium and system for access point congestion detection and reduction | |
TW201534162A (en) | Enhanced channel access mechanism for improving performance in dense WIFI environments | |
Stais et al. | Error and congestion control for wireless sensor networks | |
CN106130699B (en) | Method and system for facilitating one-to-many data transmission with reduced network overhead | |
Duan et al. | A fault tolerating multiple connection system for portable smart device | |
JP2008131100A (en) | Band measuring method for packet communication network, band measuring instrument and band measuring program, and sending-out speed control method, sending-out speed control unit and sending-out speed control program for packet |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
WWE | Wipo information: entry into national phase |
Ref document number: 201080026059.8 Country of ref document: CN |
|
WWE | Wipo information: entry into national phase |
Ref document number: 2012534517 Country of ref document: JP |
|
ENP | Entry into the national phase |
Ref document number: 20117031262 Country of ref document: KR Kind code of ref document: A |
|
WWE | Wipo information: entry into national phase |
Ref document number: 2010854845 Country of ref document: EP |
|
WWE | Wipo information: entry into national phase |
Ref document number: 13322324 Country of ref document: US |
|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 10854845 Country of ref document: EP Kind code of ref document: A1 |
|
ENP | Entry into the national phase |
Ref document number: 2010361098 Country of ref document: AU Date of ref document: 20100924 Kind code of ref document: A |
|
NENP | Non-entry into the national phase |
Ref country code: DE |