A survey on edge performance benchmarking
Edge computing is the next Internet frontier that will leverage computing resources located
near users, sensors, and data stores to provide more responsive services. Therefore, it is …
near users, sensors, and data stores to provide more responsive services. Therefore, it is …
A survey of mobility-aware multi-access edge computing: Challenges, use cases and future directions
Many mobile and pervasive applications avail cloud services to reduce overheads in on-
device computation. The performance of these services depends on the available bandwidth …
device computation. The performance of these services depends on the available bandwidth …
faas‐sim: A trace‐driven simulation framework for serverless edge computing platforms
This paper presents faas‐sim, a simulation framework tailored to serverless edge computing
platforms. In serverless computing, platform operators are tasked with efficiently managing …
platforms. In serverless computing, platform operators are tasked with efficiently managing …
GNN at the edge: Cost-efficient graph neural network processing over distributed edge servers
Edge intelligence has arisen as a promising computing paradigm for supporting
miscellaneous smart applications that rely on machine learning techniques. While the …
miscellaneous smart applications that rely on machine learning techniques. While the …
Towards performance clarity of edge video analytics
Edge video analytics is becoming the solution to many safety and management tasks. Its
wide deployment, however, must first address the tension between inference accuracy and …
wide deployment, however, must first address the tension between inference accuracy and …
Service placement for collaborative edge applications
Edge computing is emerging as a promising computing paradigm for supporting next-
generation applications that rely on low-latency network connections in the Internet-of …
generation applications that rely on low-latency network connections in the Internet-of …
Data Storage at the Edge: Challenges and Opportunities
Edge systems are envisioned to provide storage and compute infrastructure at
interoperating edge nodes located near the user. An edge node is orders-of-magnitude …
interoperating edge nodes located near the user. An edge node is orders-of-magnitude …
PASE: Pro-active service embedding in the mobile edge
Mobile edge computing offers ultra-low latency, high bandwidth, and high reliability. Thus, it
can support a plethora of emerging services that can be placed in close proximity to the …
can support a plethora of emerging services that can be placed in close proximity to the …
Theory vs. practice in modeling edge storage systems
Edge systems promise to bring data and computing closer to the users of time-critical
applications. Specifically, edge storage systems are emerging as a new system paradigm …
applications. Specifically, edge storage systems are emerging as a new system paradigm …
QoS-aware edge AI placement and scheduling with multiple implementations in FaaS-based edge computing
Resource constraints on the computing continuum require that we make smart decisions for
serving AI-based services at the network edge. AI-based services typically have multiple …
serving AI-based services at the network edge. AI-based services typically have multiple …