A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions

25 May 2021

Rajkumar Buyya

Papers citing "A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions"

34 / 34 papers shown

Title
BeFaaS: An Application-Centric Benchmarking Framework for FaaS Platforms M. Grambow Tobias Pfandzelter Luk Burchard Carsten Schubert Max Zhao David Bermbach 59 34 0 25 Feb 2021
SimFaaS: A Performance Simulator for Serverless Computing Platforms Nima Mahmoudi Hamzeh Khazaei 72 30 0 17 Feb 2021
Function Delivery Network: Extending Serverless Computing for Heterogeneous Platforms Anshul Jindal Michael Gerndt Mohak Chadha Vladimir Podolskiy Pengfei Chen 73 38 0 03 Feb 2021
Fault-tolerant and Transactional Stateful Serverless Workflows (extended version) Haoran Zhang Adney Cardoza Peter Baile Chen Sebastian Angel Vincent Liu 42 20 0 13 Oct 2020
Proactive Serverless Function Resource Management Erika Hunhoff Shazal Irshad Vijay Thurimella Ali Tariq Eric Rozner 21 16 0 09 Oct 2020
Quantum Computing: A Taxonomy, Systematic Review and Future Directions S. Gill Adarsh Kumar Harvinder Singh Manmeet Singh K. Kaur Muhammad Usman Rajkumar Buyya 60 276 0 28 Sep 2020
A Review of Serverless Use Cases and their Characteristics Simon Eismann Joel Scheuner Erwin Van Eyk Maximilian Schwinger Johannes Grohmann N. Herbst Cristina L. Abad Alexandru Iosup 36 76 0 25 Aug 2020
Utility-based Resource Allocation and Pricing for Serverless Computing Vipul Gupta Soham R. Phade T. Courtade Kannan Ramchandran 24 10 0 18 Aug 2020
Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications Anirban Das A. Leaf Carlos A. Varela S. Patterson 120 44 0 05 Jun 2020
FaaSdom: A Benchmark Suite for Serverless Computing Pascal Maissen Pascal Felber P. Kropf V. Schiavoni 30 81 0 05 Jun 2020
AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments Lucia Schuler Somaya Jamil Niklas Kühl 23 78 0 29 May 2020
Function-as-a-Service Performance Evaluation: A Multivocal Literature Review Joel Scheuner Philipp Leitner 24 49 0 07 Apr 2020
FaaSten Your Decisions: Classification Framework and Technology Review of Function-as-a-Service Platforms Vladimir Yussupov J. Soldani Uwe Breitenbücher Antonio Brogi F. Leymann 16 29 0 01 Apr 2020
A Fault-Tolerance Shim for Serverless Computing Vikram Sreekanti Chenggang Wu Saurav Chhatrapati Joseph E. Gonzalez J. M. Hellerstein Jose M. Faleiro 34 75 0 12 Mar 2020
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider Mohammad Shahrad Rodrigo Fonseca Íñigo Goiri G. Chaudhry Paul Batum Jason Cooke Eduardo Laureano Colby Tresness M. Russinovich Ricardo Bianchini 117 618 0 06 Mar 2020
Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task Placement Anirban Das Shigeru Imai Mike P. Wittie S. Patterson 69 53 0 03 Mar 2020
Faasm: Lightweight Isolation for Efficient Stateful Serverless Computing Simon Shillaker Peter R. Pietzuch 66 279 0 21 Feb 2020
Towards Auction-Based Function Placement in Serverless Fog Platforms David Bermbach S. Maghsudi Jonathan Hasenburg Tobias Pfandzelter 32 42 0 12 Dec 2019
Lambada: Interactive Data Analytics on Cold Data using Serverless Cloud Infrastructure Ingo Müller Renato Marroquín Gustavo Alonso 34 160 0 02 Dec 2019
Archipelago: A Scalable Low-Latency Serverless Platform Arjun Singhvi Kevin Houck Arjun Balasubramanian Mohammed Danish Shaikh Shivaram Venkataraman Aditya Akella 21 45 0 22 Nov 2019
In Search of a Fast and Efficient Serverless DAG Engine Benjamin Carver Jingyuan Zhang Ao Wang Yue Cheng 31 35 0 14 Oct 2019
ServerMix: Tradeoffs and Challenges of Serverless Data Analytics Pedro García-López Marc Sánchez Artigas Simon Shillaker Peter R. Pietzuch David Breitgand G. Vernik P. Sutra Tristan Tarrant A. J. Ferrer 51 17 0 26 Jul 2019
Fog Function: Serverless Fog Computing for Data Intensive IoT Services Bin Cheng Jonathan Fürst Gürkan Solmaz T. Sanada 23 60 0 18 Jul 2019
The server is dead, long live the server: Rise of Serverless Computing, Overview of Current State and Future Trends in Research and Industry Paul C. Castro Vatche Isahagian Vinod Muthusamy Aleksander Slominski VLM 38 312 0 07 Jun 2019
BARISTA: Efficient and Scalable Serverless Serving System for Deep Learning Prediction Services Anirban Bhattacharjee A. Chhokra Zhuangwei Kang Hongyang Sun A. Gokhale G. Karsai 49 63 0 02 Apr 2019
Interim Report on Adaptive Event Dispatching in Serverless Computing Infrastructures Manuel Stein 26 4 0 09 Jan 2019
Serverless Computing: One Step Forward, Two Steps Back J. M. Hellerstein Jose M. Faleiro Joseph E. Gonzalez Johann Schleier-Smith Vikram Sreekanti Alexey Tumanov Chenggang Wu 30 392 0 10 Dec 2018
Costless: Optimizing Cost of Serverless Computing through Function Fusion and Placement Tarek Elgamal Atul Sandur Klara Nahrstedt Gul Agha 33 136 0 23 Nov 2018
numpywren: serverless linear algebra Vaishaal Shankar K. Krauth Qifan Pu Eric Jonas Shivaram Venkataraman Ion Stoica Benjamin Recht Jonathan Ragan-Kelley 50 111 0 23 Oct 2018
The Serverless Scheduling Problem and NOAH Manuel Stein 28 17 0 17 Sep 2018
Dynamic Allocation of Serverless Functions in IoT Environments Duarte Pinto João Pedro Dias H. Ferreira 47 38 0 10 Jul 2018
Serverless Data Analytics with Flint Youngbin Kim Jimmy J. Lin 47 77 0 16 Mar 2018
Status of Serverless Computing and Function-as-a-Service(FaaS) in Industry and Research Geoffrey C. Fox Vatche Isahagian Vinod Muthusamy Aleksander Slominski 41 140 0 27 Aug 2017
Serverless Computing: Current Trends and Open Problems Ioana Baldini Paul C. Castro K. Chang P. Cheng Stephen J. Fink ... N. Mitchell Vinod Muthusamy Rodric M. Rabbah Aleksander Slominski Philippe Suter AI4TS 33 629 0 10 Jun 2017