Resource-Aware Edge-Based Stream Analytics

Abstract

Thi s v e r sio n is b ei n g m a d e a v ail a bl e in a c c o r d a n c e wit h p u blis h e r p olici e s.S e e h t t p://o r c a . cf. a c. u k/ p olici e s. h t ml fo r u s a g e p olici e s. Co py ri g h t a n d m o r al ri g h t s fo r p u blic a tio n s m a d e a v ail a bl e in ORCA a r e r e t ai n e d by t h e c o py ri g h t h ol d e r s .

Digital twins for performance management in the built environment

“…However, data management at the edge requires specific adaptation of the analytics methods as data can have fluctuating attributes. A method for ensuring edge supported data processing is the use of machine learning and the subsequent approximation methods to ensure compatibility of data workflow and edge resources [22].…”