… the most suitable video analytics offloading configuration and bandwidth allocation scheme,
… Wu, “Provably efficient resource allocation for edge service entities using Hermes,” IEEE/…

… analytics which is capable of optimizing the trade-off among the analytics … video analytics
offloading configuration and bandwidth allocation scheme for a multi-user edge-assisted video …

… MEC system for video analytics application, and the main contributions of this article are
summarized as follows. 1) This article proposes a novel video analytics framework for blockchain…

… Therefore, it is necessary to address a joint resource allocation problem with multitype
resources subject to both latency and accuracy requirements for live video analytics. …

… cluster to optimize query knobs and resource allocation, and VideoStorm cannot be trivially
applied to problem setting (ie, hierarchical clouds). Chameleon [146] can continuously adjust …

… video continuum from end cameras to the cloud. Second, we consider practical live video
analytics… Thus the camera coordination and resource allocation need to be performed on a per-…

… For example, an early stop at 1 epoch has the same cost as RECL’s in-band method but
performs worse than round-robin when resource allocation becomes more challenging with 8 …

… Clearly, deciding jointly the resource allocation and pipeline configuration is of utmost
importance. Pertinent studies focus on reducing the resource costs of video analytics [10], [11], …

… contributions of resource allocation and configuration selection (on 10 video streams with 4
… the smart resource allocation in Ekya (ie, using the inference/training resource partition of the …

… resource allocation in cloud computing for video analytics and optimization methods for
processing video … a federated video analytics system that enable a cooperative processing of …