Data Lineage Analysis for Enterprise Applications by Manta: The Story of Java and C# Scanners

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F24%3A10482471" target="_blank" >RIV/00216208:11320/24:10482471 - isvavai.cz</a>

Výsledek na webu

<a href="https://doi.org/10.1145/3639477.3639739" target="_blank" >https://doi.org/10.1145/3639477.3639739</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1145/3639477.3639739" target="_blank" >10.1145/3639477.3639739</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Data Lineage Analysis for Enterprise Applications by Manta: The Story of Java and C# Scanners

Popis výsledku v původním jazyce

Data lineage is a view over the whole data environment of a business company or government institution, which represents the flow of data values through the system. It helps people to navigate through all the data storages and data transformations, find the origin of a specific data value, or to ensure data consistency after updates. Manta Flow is an automated data lineage platform that supports many different technologies, including dialects of SQL and programs code written in general-purpose languages. In this paper, we focus on scanners that analyze programs in Java or CSharp and generate data flow graphs as output. We describe the process of their development and present the main concepts of the modular symbolic data flow analysis that we designed for this purpose. Then we also discuss technical challenges related to static analysis of real-world enterprise applications that we have faced, explain the key ideas of our current solutions, and share the main lessons learned within this project.

Název v anglickém jazyce

Data Lineage Analysis for Enterprise Applications by Manta: The Story of Java and C# Scanners

Popis výsledku anglicky

Data lineage is a view over the whole data environment of a business company or government institution, which represents the flow of data values through the system. It helps people to navigate through all the data storages and data transformations, find the origin of a specific data value, or to ensure data consistency after updates. Manta Flow is an automated data lineage platform that supports many different technologies, including dialects of SQL and programs code written in general-purpose languages. In this paper, we focus on scanners that analyze programs in Java or CSharp and generate data flow graphs as output. We describe the process of their development and present the main concepts of the modular symbolic data flow analysis that we designed for this purpose. Then we also discuss technical challenges related to static analysis of real-world enterprise applications that we have faced, explain the key ideas of our current solutions, and share the main lessons learned within this project.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

N - Vyzkumna aktivita podporovana z neverejnych zdroju

Rok uplatnění

2024

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

46th International Conference on Software Engineering: Software Engineering in Practice (ICSE 2024 - SEIP)

ISBN

979-8-4007-0501-4

ISSN

—

e-ISSN

—

Počet stran výsledku

11

Strana od-do

25-35

Název nakladatele

ACM

Místo vydání

New York, NY, USA

Místo konání akce

Lisbon

Datum konání akce

14. 4. 2024

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

001239124300003