… -complexity profile design approach for DOCSIS 3.1 that groups the CMs of a HFC system
on the … Sundaresan, “DOCSIS 3.1 profile management applications and algorithms,” in 2016 …

… We leverage a Machine Learning based dynamic profile management approach and tested
it … lower modulation profiles (similar to DOCSIS 3.0), with average gain itself being over 37%. …

… profile optimization problem for downstream DOCSIS 3.1. Then, in Section IV, we present the
PCA technique … Sundaresan, “DOCSIS 3.1 profile management application and algorithms,…

… DOCSIS 3.1 PHY layer and the concept of bit loading profiles. Next, we discuss the number
of profiles that can be designed for a HFC system … Then we discuss the Profile Management …

… , the CableLabs profile management technical report [28] provides a high-level architecture
and describes an API and associated data model for a general form of Profile Management …

… operate under the DOCSIS protocol, a Profile Management Application (PMA) system uses
… modem termination systems (CMTSs) to dynamically assign DOCSIS profiles that constitute a …

… of DOCSIS that has been deployed in the field—DOCSIS 3.1—… systems can deliver a
consistent 1 ms delay on the DOCSIS … LLD can be deployed by field-upgrading DOCSIS 3.1 cable …

… For cable operators considering upstream profile management application (PMA), this is
a game changer. Those familiar with standard PNM tests know that running OFDMA RxMER …

… in the DOCSIS Access Network Tier are necessary in DOCSIS access networks and are
part of the operational processes. For the purpose of this paper, the DOCSIS Access Network …

… Due to the relatively small and insular nature of the DOCSIS community, these challenges …
DOCSIS technology and describes some key technical challenges related to FDX DOCSIS …