IP Library Granted Patent US 8,582,584
Granted Patent B2
US 8,582,584 · App. 11/243,720 · Granted Nov 12, 2013

Self-monitoring and optimizing network apparatus and methods

Inventors: Remi Rieger (Charlotte, NC); Paul D. Brooks (Weddington, NC)
Assignee: Time Warner Cable Enterprises LLC
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Quick Facts
Patent No.
US 8,582,584
App. No.
11/243,720
Filed
Oct 4, 2005
Granted
Nov 12, 2013
Kind
B2
Art Unit
2472
USPC
370/401
Abstract

Methods and apparatus for dynamically and automatically allocating network resources through anticipatory analysis and control. In an exemplary embodiment, the network comprises a broadcast switched digital architecture, and network bandwidth allocation to multiple digital program streams is performed by processing historical user tuning data, which is obtained directly from the subscriber's consumer premises equipment (e.g., DSTB). When an increase or decrease in bandwidth required to support certain programs is anticipated, network resource re-allocation is performed automatically by a software process running on the switching server. In this fashion, speculative but “intelligent” projections of bandwidth and program stream requirements can be made automatically by the server software, without operator intervention. The server also optionally dictates the optimal monitoring and data collection parameters to the DSTB.

Claims (56)

1. Network server apparatus adapted for use in a broadcast switched digital network, said network having a plurality of client devices in communication therewith and being adapted to carry a plurality of program streams that are selectively switched in or out of delivery to said client devices by a switch disposed at a node of said network, said apparatus comprising:

a processor;

a storage device in data communication with said processor;

a network interface adapted to at least receive messages from said client devices; and

a computer program operative to run on said server apparatus, said computer program being adapted to automatically:

receive, over time, data from said client devices via said messages and relating to an operation of individual ones of said client devices;

store said data on said storage device so as to form a historical database relating to an operation of a plurality of said client devices;

analyze at least portions of said database to identify patterns of interest therein;

generate one or more control values relating to an operation of said switched digital network based at least in part on said analysis;

implement said one or more control values to allocate bandwidth between individual ones of said plurality of program streams to be provided to a portion of said plurality of devices serviced by said node; and

evaluate whether said identified patterns of interest manifests in predicted behavior of said plurality of client devices, the evaluation useful to improve analysis of said historical database.

2. The apparatus of claim 1 , wherein said analysis to identify patterns comprises statistical analysis of usage patterns of said plurality of client devices.

3. The apparatus of claim 1 , wherein said analysis to identify patterns comprises analysis of a first moving window of data having a first duration, and analysis of a second moving window of data having a second duration, said first duration being shorter than said second duration.

4. The apparatus of claim 1 , wherein said one or more control values comprise at least one of: (i) total program stream pool size by service area; (ii) individual program stream reclamation times; and (iii) individual program stream initiation time.

5. The apparatus of claim 1 , wherein said computer program is further adapted to determine a plurality of parameters relating to collection of said data by said client devices, and send information relating to these parameters to said client devices.

6. The apparatus of claim 5 , wherein said plurality of parameters comprise at least one of (i) frequency of data sampling, and (ii) an interval or conditions upon which said data is sent to server apparatus.

7. The apparatus of claim 1 , wherein said data comprises at least one of: (i) tuning activity on each client device and an associated timestamp; and (ii) remote control activity associated with each client device.

8. A method of allocating resources within a content distribution network comprising a plurality of consumer premises equipment (CPE) and first and second substantially independent content delivery subsystems, the method comprising:

obtaining historical data from individual ones of said plurality of CPE;

storing said historical data in a database; and

analyzing said historical data to determine one or more patterns of behavior, said patterns of behavior being applied to each of said plurality of CPE via generation of operational control signals for said network, said control signals controlling allocation of said resources between said first and second delivery sub-systems and said plurality of CPE;

wherein:

when said one or more patterns of behavior predict similar viewership among a first portion of said plurality of CPE, said control signals causing said first portion of said plurality of CPE to receive content delivery from said first delivery sub-system; and

when said one or more patterns of behavior predict similar viewership among a second portion of said plurality of CPE, said control signals causing said second portion of said plurality of CPE to receive content delivery from said second delivery sub-system.

9. The method of claim 8 , wherein said first and second subsystems comprise broadcast-switched and video-on-demand (VOD) systems, respectively.

10. The method of claim 8 , wherein said act of controlling allocation of said resources comprises controlling an allocation of bandwidth within at least one edge quadrature amplitude modulator (QAM) of said network.

11. The method of claim 8 , wherein said act of controlling allocation of said resources comprises controlling an allocation of bandwidth based at least in part on said historical data obtained from a plurality of said CPE.

12. The method of claim 8 , wherein said historical data comprises at least one of:

data regarding tuning activity of said CPE and an associated timestamp; and

data regarding an operational status of said CPE.

13. The method of claim 8 , wherein said act of controlling allocation of said resources comprises controlling an instantiation or termination of one or more program streams delivered via at least one of said first or second content delivery sub-systems.

14. A method for carrying a plurality of program streams that are selectively switched in or out of delivery to a plurality of client devices via a switch disposed at a node of a broadcast switched digital network, said method comprising:

receiving data from said client devices, said data relating to an operation of individual ones of said client devices;

creating a historical database relating to said operation of said individual ones of said plurality of said client devices;

allocating bandwidth between individual ones of a plurality of program streams to be provided to at least a portion of said plurality of client devices serviced by said node based at least in part on one or more control values relating to said operation of said individual ones of said client devices derived from information in said historical database;

identifying at least one pattern of interest in said historical database;

evaluating whether said identified patterns of interest manifests in predicted behavior of said plurality of client devices, said evaluation useful to improve analysis of said historical database.

15. The method of claim 14 , wherein said act of receiving said data from said client devices occurs over an extended period of time.

16. The method of claim 14 , wherein said act of allocating bandwidth further comprises said switch speculatively switching either to deliver or to not deliver individual ones of program streams to said client devices serviced thereby.

17. The method of claim 14 , wherein said one or more control values are used to switch said node.

18. The method of claim 14 , wherein said data relating to an operation of individual ones of said client devices comprises channel tuning data and duration data.

19. The method of claim 14 , wherein said act of receiving data from said client devices is performed according to a periodic scheme and/or according to rules provided by a server application running on said node.

20. A network server apparatus configured to allocate resources within a content distribution network, said network comprising a plurality of consumer premises equipment (CPE) and at least two substantially independent content delivery subsystems, said apparatus comprising:

a first interface configured to obtain historical data from individual ones of said plurality of CPE;

a storage apparatus configured to store said historical data; and

a processor configured to run a computer application thereon, said computer application comprising a plurality of instructions which are configured to, when executed:

analyze said historical data to determine one or more patterns of behavior therein;

generate a plurality of operational control signals for said network based at least in part on said one or more patterns of behavior; and

utilizing said control signals to control allocation of said resources between said at least two substantially independent content delivery subsystems, such that:

when said one or more patterns of behavior predict similar viewership among a first portion of said plurality of CPE, cause said first portion of said plurality of CPE to receive content delivery from a first delivery sub-system; and

when said one or more patterns of behavior predict similar viewership among a second portion of said plurality of CPE, cause said second portion of said plurality of CPE to receive content delivery from a second delivery sub-system.

21. The apparatus of claim 20 , wherein said content distribution network comprises a digital network and said CPE comprise digital set-top boxes (DSTBs).

22. The apparatus of claim 20 , wherein said historical data comprises data relating to activity of one or more remote control units associated with said individual ones of said plurality of CPE.

23. The apparatus of claim 20 , wherein said analysis comprises identification of one or more parameters comprises identifying at least one correlation between a historical event and a change in said data from a plurality of said client devices.

24. The apparatus of claim 20 , wherein said analysis comprises a statistical analysis of said data from said individual ones of said plurality of CPE.

25. The apparatus of claim 20 , wherein said plurality of CPE comprise devices within a service group served by a hub of a broadcast switched network.

Assignments (7)
SECURITY INTEREST Recorded Jul 25, 2018
From: BRIGHT HOUSE NETWORKS, LLC; CHARTER COMMUNICATIONS OPERATING, LLC; TIME WARNER CABLE ENTERPRISES LLC; TIME WARNER CABLE INTERNET LLC
To: WELLS FARGO TRUST COMPANY, N.A.
Reel/Frame 046630/0193 →
SECURITY INTEREST Recorded Jul 17, 2018
From: ADCAST NORTH CAROLINA CABLE ADVERTISING, LLC; ALABANZA LLC; AMERICA'S JOB EXCHANGE LLC; COAXIAL COMMUNICATIONS OF CENTRAL OHIO LLC; DUKENET COMMUNICATIONS HOLDINGS, LLC; DUKENET COMMUNICATIONS, LLC; ICI HOLDINGS, LLC; INSIGHT BLOCKER LLC; INSIGHT CAPITAL LLC; INSIGHT COMMUNICATIONS COMPANY LLC; INSIGHT COMMUNICATIONS COMPANY, L.P; INSIGHT COMMUNICATIONS MIDWEST, LLC; INSIGHT COMMUNICATIONS OF CENTRAL OHIO, LLC; INSIGHT COMMUNICATIONS OF KENTUCKY, L.P.; INSIGHT INTERACTIVE, LLC; INSIGHT KENTUCKY CAPITAL, LLC; INSIGHT KENTUCKY PARTNERS I, L.P.; INSIGHT KENTUCKY PARTNERS II, L.P.; INSIGHT MIDWEST HOLDINGS, LLC; INSIGHT MIDWEST, L.P.; INSIGHT PHONE OF INDIANA, LLC; INSIGHT PHONE OF KENTUCKY, LLC; INSIGHT PHONE OF OHIO, LLC; INTERACTIVE CABLE SERVICES, LLC; INTREPID ACQUISITION LLC; NAVISITE LLC; NEW WISCONSIN PROCUREMENT LLC; OCEANIC TIME WARNER CABLE LLC; PARITY ASSETS, LLC; TIME WARNER CABLE BUSINESS LLC; TIME WARNER CABLE ENTERPRISES LLC; TIME WARNER CABLE INFORMATION SERVICES (ALABAMA), LLC; TIME WARNER CABLE INFORMATION SERVICES (ARIZONA), LLC; TIME WARNER CABLE INFORMATION SERVICES (CALIFORNIA), LLC; TIME WARNER CABLE INFORMATION SERVICES (COLORADO), LLC; TIME WARNER CABLE INFORMATION SERVICES (HAWAII), LLC; TIME WARNER CABLE INFORMATION SERVICES (IDAHO), LLC; TIME WARNER CABLE INFORMATION SERVICES (ILLINOIS), LLC; TIME WARNER CABLE INFORMATION SERVICES (INDIANA), LLC; TIME WARNER CABLE INFORMATION SERVICES (KANSAS), LLC; TIME WARNER CABLE INFORMATION SERVICES (KENTUCKY), LLC; TIME WARNER CABLE INFORMATION SERVICES (MAINE), LLC; TIME WARNER CABLE INFORMATION SERVICES (MASSACHUSETTS), LLC; TIME WARNER CABLE INFORMATION SERVICES (MICHIGAN), LLC; TIME WARNER CABLE INFORMATION SERVICES (MISSOURI), LLC; TIME WARNER CABLE INFORMATION SERVICES (NEBRASKA), LLC; TIME WARNER CABLE INFORMATION SERVICES (NEW HAMPSHIRE), LLC; TIME WARNER CABLE INFORMATION SERVICES (NEW JERSEY), LLC; TIME WARNER CABLE INFORMATION SERVICES (NEW MEXICO) LLC; TIME WARNER CABLE INFORMATION SERVICES (NEW YORK), LLC; TIME WARNER CABLE INFORMATION SERVICES (NORTH CAROLINA), LLC; TIME WARNER CABLE INFORMATION SERVICES (OHIO), LLC; TIME WARNER CABLE INFORMATION SERVICES (PENNSYLVANIA), LLC; TIME WARNER CABLE INFORMATION SERVICES (SOUTH CAROLINA), LLC; TIME WARNER CABLE INFORMATION SERVICES (TENNESSEE), LLC; TIME WARNER CABLE INFORMATION SERVICES (TEXAS), LLC; TIME WARNER CABLE INFORMATION SERVICES (VIRGINIA), LLC; TIME WARNER CABLE INFORMATION SERVICES (WASHINGTON), LLC; TIME WARNER CABLE INFORMATION SERVICES (WEST VIRGINIA), LLC; TIME WARNER CABLE INFORMATION SERVICES (WISCONSIN), LLC; TIME WARNER CABLE INTERNATIONAL LLC; TIME WARNER CABLE INTERNET HOLDINGS III LLC; TIME WARNER CABLE INTERNET HOLDINGS LLC; TIME WARNER CABLE INTERNET LLC; TIME WARNER CABLE MEDIA LLC; TIME WARNER CABLE MIDWEST LLC; TIME WARNER CABLE NEW YORK CITY LLC; TIME WARNER CABLE NORTHEAST LLC; TIME WARNER CABLE PACIFIC WEST LLC; TIME WARNER CABLE SERVICES LLC; TIME WARNER CABLE SOUTHEAST LLC; TIME WARNER CABLE SPORTS LLC; TIME WARNER CABLE TEXAS LLC; TWC ADMINISTRATION LLC; TWC COMMUNICATIONS, LLC; TWC DIGITAL PHONE LLC; TWC MEDIA BLOCKER LLC; TWC NEWCO LLC; TWC NEWS AND LOCAL PROGRAMMING HOLDCO LLC; TWC NEWS AND LOCAL PROGRAMMING LLC; TWC REGIONAL SPORTS NETWORK I LLC; TWC SECURITY LLC; TWC SEE HOLDCO LLC; TWC WIRELESS LLC; TWC/CHARTER DALLAS CABLE ADVERTISING, LLC; TWCIS HOLDCO LLC; WISCONSIN PROCUREMENT HOLDCO LLC; BRIGHT HOUSE NETWORKS, LLC; BRIGHT HOUSE NETWORKS INFORMATION SERVICES (ALABAMA), LLC; BRIGHT HOUSE NETWORKS INFORMATION SERVICES (CALIFORNIA), LLC; BRIGHT HOUSE NETWORKS INFORMATION SERVICES (FLORIDA), LLC; BRIGHT HOUSE NETWORKS INFORMATION SERVICES (INDIANA), LLC; BRIGHT HOUSE NETWORKS INFORMATION SERVICES (MICHIGAN), LLC; BHN SPECTRUM INVESTMENTS, LLC; BHN HOME SECURITY SERVICES, LLC; AMERICAN CABLE ENTERTAINMENT COMPANY, LLC; ATHENS CABLEVISION, LLC; AUSABLE CABLE TV, LLC; BRESNAN BROADBAND HOLDINGS, LLC; BRESNAN BROADBAND OF COLORADO, LLC; BRESNAN BROADBAND OF MONTANA, LLC; BRESNAN BROADBAND OF UTAH, LLC; BRESNAN BROADBAND OF WYOMING, LLC; BRESNAN COMMUNICATIONS, LLC; BRESNAN DIGITAL SERVICES, LLC; BRESNAN MICROWAVE OF MONTANA, LLC; CABLE EQUITIES COLORADO, LLC; CABLE EQUITIES OF COLORADO MANAGEMENT LLC CC 10, LLC; CC FIBERLINK, LLC; CC MICHIGAN, LLC; CC SYSTEMS, LLC; CC V HOLDINGS, LLC; CC VI FIBERLINK, LLC; CC VI OPERATING COMPANY, LLC; CC VII FIBERLINK, LLC; CC VIII FIBERLINK, LLC; CC VIII HOLDINGS, LLC; CC VIII OPERATING, LLC; CC VIII, LLC; CCO FIBERLINK, LLC; CCO HOLDCO TRANSFERS VII, LLC; CCO LP, LLC; CCO NR HOLDINGS, LLC; CCO PURCHASING, LLC; CCO SOCAL I, LLC; CCO SOCAL II, LLC; CCO SOCAL VEHICLES, LLC; CCO TRANSFERS, LLC; CHARTER ADVANCED SERVICES (AL), LLC; CHARTER ADVANCED SERVICES (CA), LLC; CHARTER ADVANCED SERVICES (CO), LLC; CHARTER ADVANCED SERVICES (CT), LLC; CHARTER ADVANCED SERVICES (GA), LLC; CHARTER ADVANCED SERVICES (IL), LLC; CHARTER ADVANCED SERVICES (IN), LLC; CHARTER ADVANCED SERVICES (KY), LLC; CHARTER ADVANCED SERVICES (LA), LLC; CHARTER ADVANCED SERVICES (MA), LLC; CHARTER ADVANCED SERVICES (MD), LLC; CHARTER ADVANCED SERVICES (MI), LLC; CHARTER ADVANCED SERVICES (MN), LLC; CHARTER ADVANCED SERVICES (MO), LLC; CHARTER ADVANCED SERVICES (MS), LLC; CHARTER ADVANCED SERVICES (MT), LLC; CHARTER ADVANCED SERVICES (NC), LLC; CHARTER ADVANCED SERVICES (NE), LLC; CHARTER ADVANCED SERVICES (NH), LLC; CHARTER ADVANCED SERVICES (NV), LLC; CHARTER ADVANCED SERVICES (NY), LLC; CHARTER ADVANCED SERVICES (OH), LLC; CHARTER ADVANCED SERVICES (OR), LLC; CHARTER ADVANCED SERVICES (PA), LLC; CHARTER ADVANCED SERVICES (SC), LLC; CHARTER ADVANCED SERVICES (TN), LLC; CHARTER ADVANCED SERVICES (TX), LLC; CHARTER ADVANCED SERVICES (UT), LLC; CHARTER ADVANCED SERVICES (VA), LLC; CHARTER ADVANCED SERVICES (VT), LLC; CHARTER ADVANCED SERVICES (WA), LLC; CHARTER ADVANCED SERVICES (WI), LLC; CHARTER ADVANCED SERVICES (WV), LLC; CHARTER ADVANCED SERVICES (WY), LLC; CHARTER ADVANCED SERVICES VIII (MI), LLC; CHARTER ADVANCED SERVICES VIII (MN), LLC; CHARTER ADVANCED SERVICES VIII (WI), LLC; CHARTER ADVERTISING OF SAINT LOUIS, LLC; CHARTER CABLE OPERATING COMPANY, LLC; CHARTER CABLE PARTNERS, LLC; CHARTER COMMUNICATIONS ENTERTAINMENT I, LLC; CHARTER COMMUNICATIONS ENTERTAINMENT II, LLC; CHARTER COMMUNICATIONS ENTERTAINMENT, LLC; CHARTER COMMUNICATIONS OF CALIFORNIA, LLC; CHARTER COMMUNICATIONS OPERATING CAPITAL CORP.; CHARTER COMMUNICATIONS OPERATING, LLC; CHARTER COMMUNICATIONS PROPERTIES LLC; CHARTER COMMUNICATIONS V, LLC; CHARTER COMMUNICATIONS VENTURES, LLC; CHARTER COMMUNICATIONS VI, L.L.C.; CHARTER COMMUNICATIONS VII, LLC; CHARTER COMMUNICATIONS, LLC; CHARTER DISTRIBUTION, LLC; CHARTER FIBERLINK - ALABAMA, LLC; CHARTER FIBERLINK - GEORGIA, LLC; CHARTER FIBERLINK - ILLINOIS, LLC; CHARTER FIBERLINK - MARYLAND II, LLC; CHARTER FIBERLINK - MICHIGAN, LLC; CHARTER FIBERLINK - MISSOURI, LLC; CHARTER FIBERLINK - NEBRASKA, LLC; CHARTER FIBERLINK - PENNSYLVANIA, LLC; CHARTER FIBERLINK - TENNESSEE, LLC; CHARTER FIBERLINK AR-CCVII, LLC; CHARTER FIBERLINK CA-CCO, LLC; CHARTER FIBERLINK CC VIII, LLC; CHARTER FIBERLINK CCO, LLC; CHARTER FIBERLINK CT-CCO, LLC; CHARTER FIBERLINK LA-CCO, LLC; CHARTER FIBERLINK MA-CCO, LLC; CHARTER FIBERLINK MS-CCVI, LLC; CHARTER FIBERLINK NC-CCO, LLC; CHARTER FIBERLINK NH-CCO, LLC; CHARTER FIBERLINK NV-CCVII, LLC; CHARTER FIBERLINK NY-CCO, LLC; CHARTER FIBERLINK OH-CCO, LLC; CHARTER FIBERLINK OR-CCVII, LLC; CHARTER FIBERLINK SC-CCO, LLC; CHARTER FIBERLINK TX-CCO, LLC; CHARTER FIBERLINK VA-CCO, LLC; CHARTER FIBERLINK VT-CCO, LLC; CHARTER FIBERLINK WA-CCVII, LLC; CHARTER HELICON, LLC; CHARTER HOME SECURITY, LLC; CHARTER LEASING HOLDING COMPANY, LLC; CHARTER LEASING OF WISCONSIN, LLC; CHARTER RMG, LLC; CHARTER STORES FCN, LLC; CHARTER VIDEO ELECTRONICS, LLC; FALCON CABLE COMMUNICATIONS, LLC; FALCON CABLE MEDIA, A CALIFORNIA LIMITED PARTNERSHIP; FALCON CABLE SYSTEMS COMPANY II, L.P.; FALCON CABLEVISION, A CALIFORNIA LIMITED PARTNERSHIP; FALCON COMMUNITY CABLE, L.P.; FALCON COMMUNITY VENTURES I LIMITED PARTNERSHIP; FALCON FIRST CABLE OF THE SOUTHEAST, LLC; FALCON FIRST, LLC; FALCON TELECABLE, A CALIFORNIA LIMITED PARTNERSHIP; FALCON VIDEO COMMUNICATIONS, L.P.; HELICON PARTNERS I, L.P.; HOMETOWN T.V., LLC; HPI ACQUISITION CO. LLC; INTERLINK COMMUNICATIONS PARTNERS, LLC; LONG BEACH, LLC; MARCUS CABLE ASSOCIATES, L.L.C.; MARCUS CABLE OF ALABAMA, L.L.C.; MARCUS CABLE, LLC; MIDWEST CABLE COMMUNICATIONS, LLC; PEACHTREE CABLE TV, L.P.; PEACHTREE CABLE TV, LLC; PHONE TRANSFERS (AL), LLC; PHONE TRANSFERS (CA), LLC; PHONE TRANSFERS (GA), LLC; PHONE TRANSFERS (NC), LLC; PHONE TRANSFERS (TN), LLC; PHONE TRANSFERS (VA), LLC; PLATTSBURGH CABLEVISION, LLC; RENAISSANCE MEDIA LLC; RIFKIN ACQUISITION PARTNERS, LLC; ROBIN MEDIA GROUP, LLC; SCOTTSBORO TV CABLE, LLC TENNESSEE, LLC; THE HELICON GROUP, L.P.; VISTA BROADBAND COMMUNICATIONS, LLC; VOIP TRANSFERS (AL), LLC; VOIP TRANSFERS (CA) LLC; VOIP TRANSFERS (GA), LLC; VOIP TRANSFERS (NC), LLC; VOIP TRANSFERS (TN), LLC; VOIP TRANSFERS (VA), LLC
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A.
Reel/Frame 046567/0090 →
CHANGE OF ADDRESS Recorded Nov 15, 2017
From: TIME WARNER CABLE ENTERPRISES LLC
To: TIME WARNER CABLE ENTERPRISES LLC
Reel/Frame 044456/0167 →
CORRECTIVE ASSIGNMENT TO CORRECT THE CONTRIBUTION AGREEMENT EXECUTED 12-31-2012 - AGREEMENT SHOULD NOT BE RECORDED AGAINST APPLICATION NUMBER 12131649. PREVIOUSLY RECORDED AT REEL: 030281 FRAME: 0473. ASSIGNOR(S) HEREBY CONFIRMS THE . Recorded Jul 11, 2016
From: TIME WARNER CABLE INC.
To: TIME WARNER CABLE ENTERPRISES LLC
Reel/Frame 039903/0204 →
SECURITY INTEREST Recorded May 18, 2016
From: BRIGHT HOUSE NETWORKS, LLC; CHARTER COMMUNICATIONS OPERATING, LLC; TIME WARNER CABLE ENTERPRISES LLC
To: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 038747/0507 →
CONTRIBUTION AGREEMENT Recorded Apr 24, 2013
From: TIME WARNER CABLE INC.
To: TIME WARNER CABLE ENTERPRISES LLC
Reel/Frame 030281/0473 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 19, 2005
From: RIEGER, REMI; BROOKS, PAUL D.
To: TIME WARNER CABLE INC.
Reel/Frame 017130/0174 →
Continuity (1)
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