TY - GEN
T1 - HYDRO
T2 - 11th International Conference on the Internet of Things, IoT 2021
AU - Ambalavanan, Uthra
AU - Grewe, Dennis
AU - Nayak, Naresh
AU - Ott, Joerg
N1 - Publisher Copyright:
© 2021 ACM.
PY - 2021/11/8
Y1 - 2021/11/8
N2 - For some of the Internet-of-Things (IoT) applications, there is a need for processing huge amounts of data stemming from the network edge in near real-time manner. To this end several in-network computation frameworks have been developed which deploy functions in the computing infrastructure from the edge to the cloud. Some of these frameworks take a centralized approach to the orchestration problem with a central entity making deployment decisions of the functions. Others decentralize such decisions. In this paper, we present HYdrO, which is a hybrid approach to orchestration of functions, i.e., a centralized instance gathers the state of the network and provides hints to the individual computing nodes for an efficient resolution of computation requests. We show with a concrete example of Named Function Networking (NFN), a computing framework based on Information Centric Networking, that HYdrO can improve completion times of requests and distribute the load of the infrastructure.
AB - For some of the Internet-of-Things (IoT) applications, there is a need for processing huge amounts of data stemming from the network edge in near real-time manner. To this end several in-network computation frameworks have been developed which deploy functions in the computing infrastructure from the edge to the cloud. Some of these frameworks take a centralized approach to the orchestration problem with a central entity making deployment decisions of the functions. Others decentralize such decisions. In this paper, we present HYdrO, which is a hybrid approach to orchestration of functions, i.e., a centralized instance gathers the state of the network and provides hints to the individual computing nodes for an efficient resolution of computation requests. We show with a concrete example of Named Function Networking (NFN), a computing framework based on Information Centric Networking, that HYdrO can improve completion times of requests and distribute the load of the infrastructure.
KW - Hybrid Orchestration
KW - In-Network Computing
KW - Information Centric Networking
KW - Named Function Networking
UR - http://www.scopus.com/inward/record.url?scp=85127195997&partnerID=8YFLogxK
U2 - 10.1145/3494322.3494331
DO - 10.1145/3494322.3494331
M3 - Conference contribution
AN - SCOPUS:85127195997
T3 - ACM International Conference Proceeding Series
SP - 64
EP - 71
BT - 11th International Conference on the Internet of Things, IoT 2021 - Conference Proceedings
PB - Association for Computing Machinery
Y2 - 8 November 2021 through 11 November 2021
ER -