Paper conference notes

Conferences

2021 EdgeSys

2021-edgesys

HotEdge

• Put your picks and small summary | expectations here.

ACM SEC

• Put your picks and small summary | expectations here.
• SEC 2020 publications: https://acm-ieee-sec.org/2020/program.php
• Position Paper: Towards a Robust Edge-Native Storage System (SEC 2020)

Surveys

• Qian et al 2020. Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey. ACM CSUR. https://dl-acm-org.vu-nl.idm.oclc.org/doi/10.1145/3398020
  • Should give state of the art about ML and Edge stuff
• Li et al 2018. Edge-Oriented Computing Paradigms: A Survey on Architecture Design and System Management. ACM CSUR. https://dl-acm-org.vu-nl.idm.oclc.org/doi/10.1145/3154815
  • Should give details about edge infrastructure
• Resource Management in Fog/Edge Computing: A Survey on Architectures, Infrastructure, and Algorithms, https://dl.acm.org/doi/abs/10.1145/3326066, ACM Surveys, September 2019.
  • Resource management at the edge

Groups

• https://www-users.cs.umn.edu/~weiss039/pubs.htm
• UC SB https://sites.cs.ucsb.edu/~ckrintz/

Tools / Applications

• George et al 2020. OpenRTiST: End-to-End Benchmarking for Edge Computing. IEEE Pervasive Computing. http://elijah.cs.cmu.edu/DOCS/george2020-openrtist.pdf
  • Application and infrastructure for edge computing experiments

Edge Paper Shortlist

• Satyanarayanan et al 2019. The Computing Landscape of the 21st Century. HotMobile. https://dl-acm-org.vu-nl.idm.oclc.org/doi/10.1145/3301293.3302357
  • Introduction to the 4 tier infrastructure model for edge computing
• Mortazavi et al 2017. CloudPath: A Multi-Tier Cloud Computing Framework. SEC. https://cse.buffalo.edu/faculty/tkosar/cse710_spring19/mortavazi-sec17.pdf
  • Scheduling workload across the entire path from sensor to cloud, not just on a single edge node
• Khare et al 2019. Linearize, predict and place: Minimizing the Makespan for edge-based stream processing of directed acyclic graphs. SEC. https://dl-acm-org.vu-nl.idm.oclc.org/doi/pdf/10.1145/3318216.3363315
  • How to schedule and execute a multi-process application (DAG) in the edge
• Zhang et al 2020. EdgeBalance: Model-Based Load Balancing for Network Edge Data Planes. HotEdge. https://www.usenix.org/system/files/hotedge20_paper_zhang.pdf
  • Load balancing in the edge based on network traffic
• Shillaker et al 2020. FAASM: Lightweight isolation for efficient stateful serverless computing. ATC. https://www.usenix.org/system/files/atc20-shillaker.pdf
  • Serverless stateful resource management
• Gadepalli et al 2020. Sledge: a Serverless-first, Light-weight Wasm Runtime for the Edge. Middleware. https://dl-acm-org.vu-nl.idm.oclc.org/doi/10.1145/3423211.3425680
  • Serverless stateless RM&S in the edge

atr-paper-reading-list