eprintid: 10141449
rev_number: 13
eprint_status: archive
userid: 608
dir: disk0/10/14/14/49
datestamp: 2022-01-10 12:47:59
lastmod: 2022-01-10 12:49:25
status_changed: 2022-01-10 12:47:59
type: proceedings_section
metadata_visibility: show
creators_name: Bojarczuk, K
creators_name: Dvortsova, I
creators_name: George, J
creators_name: Gucevska, N
creators_name: Harman, M
creators_name: Lomeli, M
creators_name: Lucas, S
creators_name: Meijer, E
creators_name: Rojas, R
creators_name: Sapora, S
title: Measurement Challenges for Cyber Cyber Digital Twins: Experiences from the Deployment of Facebook's WW Simulation System
ispublished: pub
divisions: UCL
divisions: B04
divisions: C05
divisions: F48
keywords: Simulation, Social Media, Digital Twin, Software Measurement
note: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
abstract: A cyber cyber digital twin is a deployed software model that executes in tandem with the system it simulates, contributing to, and drawing from, the systems behaviour. This paper outlines Facebooks cyber cyber digital twin, dubbed WW, a twin of Facebooks WWW platform, built using web-enabled simulation. The paper focuses on the current research challenges and opportunities in the area of measurement. Measurement challenges lie at the heart of modern simulation. They directly impact how we use simulation outcomes for automated online and semi-Automated offline decision making. Measurements also encompas how we verify and validate those outcomes. Modern simulation systems are increasingly becoming more like cyber cyber digital twins, effectively moving from manual to automated decision making, hence, these measurement challenges acquire ever greater significance.
date: 2021-10
date_type: published
publisher: Association for Computing Machinery (ACM)
official_url: https://doi.org/10.1145/3475716.3484196
oa_status: green
full_text_type: other
primo: open
primo_central: open_green
verified: verified_manual
elements_id: 1897921
doi: 10.1145/3475716.3484196
isbn_13: 9781450386654
lyricists_name: Harman, Mark
lyricists_id: MHARM36
actors_name: Harman, Mark
actors_id: MHARM36
actors_role: owner
full_text_status: public
publication: International Symposium on Empirical Software Engineering and Measurement
place_of_pub: New York, NY, USA
event_title: ESEM '21: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement
issn: 1949-3789
book_title: ESEM '21: Proceedings of the 15th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM)
citation:        Bojarczuk, K;    Dvortsova, I;    George, J;    Gucevska, N;    Harman, M;    Lomeli, M;    Lucas, S;             ... Sapora, S; + view all <#>        Bojarczuk, K;  Dvortsova, I;  George, J;  Gucevska, N;  Harman, M;  Lomeli, M;  Lucas, S;  Meijer, E;  Rojas, R;  Sapora, S;   - view fewer <#>    (2021)    Measurement Challenges for Cyber Cyber Digital Twins: Experiences from the Deployment of Facebook's WW Simulation System.                     In:  ESEM '21: Proceedings of the 15th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM).    Association for Computing Machinery (ACM): New York, NY, USA.       Green open access   
 
document_url: https://discovery.ucl.ac.uk/id/eprint/10141449/1/ESEM2021.pdf