activity
20202026
most citedA Community Roadmap for Scientific Workflows Research and Development

49 citations · 118 across the 13 of their papers we have counts for

collaborators

16 papers

cs.AI2026

From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation

Bartosz Balis, Michal Orzechowski, Piotr Kica +2

Scientific workflow systems automate execution -- scheduling, fault tolerance, resource management -- but not the semantic translation that precedes it. Scientists still manually c…

nucl-ex2025

Medium-induced modification of azimuthal correlations of electrons from heavy-flavor hadron decays with charged particles in Pb--Pb collisions at TeV

ALICE Collaboration

The azimuthal-correlation distributions between electrons from the decays of heavy-flavor hadrons and associated charged particles in PbPb collisions at $\sqrt{s_{\mathrm{NN}}}…

cs.DC2025★ 18 cited

A Terminology for Scientific Workflow Systems

Frédéric Suter, Tainã Coleman, İlkay Altintaş +23

The term scientific workflow has evolved over the last two decades to encompass a broad range of compositions of interdependent compute tasks and data movements. It has also become…

nucl-ex2024★ 2 cited

Measurement of the inclusive isolated-photon production cross section in pp and PbPb collisions at TeV

ALICE Collaboration

The ALICE Collaboration at the CERN LHC has measured the inclusive production cross section of isolated photons at midrapidity as a function of the photon transverse momentum ($p_{…

cs.DC2024★ 1 cited

Towards cloud-native scientific workflow management

Michal Orzechowski, Bartosz Balis, Krzysztof Janecki

Cloud-native is an approach to building and running scalable applications in modern cloud infrastructures, with the Kubernetes container orchestration platform being often consider…

cs.DC2024

Towards observability of scientific applications

Bartosz Balis, Konrad Czerepak, Albert Kuzma +2

As software systems increase in complexity, conventional monitoring methods struggle to provide a comprehensive overview or identify performance issues, often missing unexpected pr…

hep-ex2024★ 3 cited

Measurement of the inclusive isolated-photon production cross section in pp collisions at = 13 TeV

ALICE Collaboration

The production cross section of inclusive isolated photons has been measured by the ALICE experiment at the CERN LHC in pp collisions at centre-of-momentum energy of …

cs.SE2023

scg-cli -- a Tool Supporting Software Comprehension via Extraction and Analysis of Semantic Code Graph

Krzysztof Borowski, Bartosz Baliś

We present scg-cli, a~command line tool facilitating software comprehension. The tool extracts semantic information about code structure and dependencies from the Java and Scala pr…

cs.SE2023★ 5 cited

Semantic Code Graph -- an information model to facilitate software comprehension

Krzysztof Borowski, Bartosz Baliś, Tomasz Orzechowski

Software comprehension can be extremely time-consuming due to the ever-growing size of codebases. Consequently, there is an increasing need to accelerate the code comprehension pro…

cs.DC2023★ 8 cited

Serverless Computing for Scientific Applications

Maciej Malawski, Bartosz Balis

Serverless computing has become an important model in cloud computing and influenced the design of many applications. Here, we provide our perspective on how the recent landscape o…

nucl-ex2023★ 13 cited

Exclusive and dissociative J/ photoproduction, and exclusive dimuon production, in pPb collisions at TeV

ALICE Collaboration

The ALICE Collaboration reports three measurements in ultra-peripheral protonlead collisions at forward rapidity. The exclusive two-photon process \ggmm and the exclusive photop…

cs.DC2023

Workflows Community Summit 2022: A Roadmap Revolution

Rafael Ferreira da Silva, Rosa M. Badia, Venkat Bala +102

Scientific workflows have become integral tools in broad scientific computing use cases. Science discovery is increasingly dependent on workflows to orchestrate large and complex s…

nucl-ex2022★ 19 cited

suppression in Pb-Pb collisions at the LHC

ALICE Collaboration

The production of the charmonium state was measured with ALICE in Pb-Pb collisions at TeV, in the dimuon decay channel. A significant signal was ob…

cs.DC2021★ 49 cited

A Community Roadmap for Scientific Workflows Research and Development

Rafael Ferreira da Silva, Henri Casanova, Kyle Chard +26

The landscape of workflow systems for scientific applications is notoriously convoluted with hundreds of seemingly equivalent workflow systems, many isolated research claims, and a…

cs.DC2021

Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development

Rafael Ferreira da Silva, Henri Casanova, Kyle Chard +55

Scientific workflows are a cornerstone of modern scientific computing, and they have underpinned some of the most significant discoveries of the last decade. Many of these workflow…

cs.DC2020

Serverless Containers -- rising viable approach to Scientific Workflows

Krzysztof Burkat, Maciej Pawlik, Bartosz Balis +5

Increasing popularity of the serverless computing approach has led to the emergence of new cloud infrastructures working in Container-as-a-Service (CaaS) model like AWS Fargate, Go…