Grace A. Lewis

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 52

Top Venues

Publications

Rachel A. Brower-Sinning, Grace A. Lewis, Sebastián Echeverría, Ipek Ozkaya
Using Quality Attribute Scenarios for ML Model Test Case Generation. CoRR (2024)
Kevin Pitstick, Marc Novakouski, Grace A. Lewis, Ipek Ozkaya
Defining a Reference Architecture for Edge Systems in Highly-Uncertain Environments. CoRR (2024)
Heli Järvenpää, Patricia Lago, Justus Bogner, Grace A. Lewis, Henry Muccini, Ipek Ozkaya
A Synthesis of Green Architectural Tactics for ML-Enabled Systems. ICSE (SEIS) (2024)
Danny Weyns, Ilias Gerostathopoulos, Nadeem Abbas, Jesper Andersson, Stefan Biffl, Premek Brada, Thomas Bures, Amleto Di Salle, Matthias Galster, Patricia Lago, Grace A. Lewis, Marin Litoiu, Angelika Musil, Juergen Musil, Panos Patros, Patrizio Pelliccione
Self-Adaptation in Industry: A Survey. Software Engineering (2024)
Miroslaw Staron, Silvia Abrahão, Grace A. Lewis, Henry Muccini, Chetan Honnenahalli
Bringing Software Engineering Discipline to the Development of AI-Enabled Systems. IEEE Softw. 41 (5) (2024)
Katherine R. Maffey, Kyle Dotterrer, Jennifer Niemann, Iain Cruickshank, Grace A. Lewis, Christian Kästner
MLTEing Models: Negotiating, Evaluating, and Documenting Model and System Qualities. ICSE (NIER) (2023)
Grace A. Lewis, Henry Muccini, Ipek Ozkaya, Karthik Vaidhyanathan, Roland Weiss, Liming Zhu
Software Architecture and Machine Learning (Dagstuhl Seminar 23302). Dagstuhl Reports 13 (7) (2023)
Chenyang Yang, Rishabh Rustogi, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner, Tongshuang Wu
Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs. CoRR (2023)
Chenyang Yang, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner, Tongshuang Wu
Capabilities for Better ML Engineering. SafeAI@AAAI (2023)
Chenyang Yang, Rishabh Rustogi, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner, Tongshuang Wu
Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs. EMNLP (Findings) (2023)
Heli Järvenpää, Patricia Lago, Justus Bogner, Grace A. Lewis, Henry Muccini, Ipek Ozkaya
A Synthesis of Green Architectural Tactics for ML-Enabled Systems. CoRR (2023)
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
A Meta-Summary of Challenges in Building Products with ML Components - Collecting Experiences from 4758+ Practitioners. CAIN (2023)
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
A Meta-Summary of Challenges in Building Products with ML Components - Collecting Experiences from 4758+ Practitioners. CoRR (2023)
Danny Weyns, Ilias Gerostathopoulos, Nadeem Abbas, Jesper Andersson, Stefan Biffl, Premek Brada, Tomás Bures, Amleto Di Salle, Matthias Galster, Patricia Lago, Grace A. Lewis, Marin Litoiu, Angelika Musil, Juergen Musil, Panos Patros, Patrizio Pelliccione
Self-Adaptation in Industry: A Survey. ACM Trans. Auton. Adapt. Syst. 18 (2) (2023)
Katherine R. Maffey, Kyle Dotterrer, Jennifer Niemann, Iain Cruickshank, Grace A. Lewis, Christian Kästner
MLTEing Models: Negotiating, Evaluating, and Documenting Model and System Qualities. CoRR (2023)
Nadia Nahar, Haoran Zhang, Grace A. Lewis, Shurui Zhou, Christian Kästner
A Dataset and Analysis of Open-Source Machine Learning Products. CoRR (2023)
Milica Ðordevic, Michel Albonico, Grace A. Lewis, Ivano Malavolta, Patricia Lago
Computation offloading for ground robotic systems communicating over WiFi - an empirical exploration on performance and energy trade-offs. Empir. Softw. Eng. 28 (6) (2023)
Grace A. Lewis, Sebastián Echeverría, Lena Pons, Jeffrey Chrabaszcz
Augur: a step towards realistic drift detection in production ML systems. SE4RAI@ICSE (2022)
Chenyang Yang, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner
Data Leakage in Notebooks: Static Detection and Better Processes. ASE (2022)
Chenyang Yang, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner
Data Leakage in Notebooks: Static Detection and Better Processes. CoRR (2022)
Chenyang Yang, Rachel A. Brower-Sinning, Grace A. Lewis, Christian Kästner, Tongshuang Wu
Capabilities for Better ML Engineering. CoRR (2022)
Nadia Nahar, Shurui Zhou, Grace A. Lewis, Christian Kästner
Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process. ICSE (2022)
Danny Weyns, Ilias Gerostathopoulos, Nadeem Abbas, Jesper Andersson, Stefan Biffl, Premek Brada, Tomás Bures, Amleto Di Salle, Matthias Galster, Patricia Lago, Grace A. Lewis, Marin Litoiu, Angelika Musil, Juergen Musil, Panos Patros, Patrizio Pelliccione
Self-Adaptation in Industry: A Survey. CoRR (2022)
Grace A. Lewis, Ipek Ozkaya, Xiwei Xu
Software Architecture Challenges for ML Systems. ICSME (2021)
Grace A. Lewis, Stephany Bellomo, Ipek Ozkaya
Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems. WAIN@ICSE (2021)
Mahadev Satyanarayanan, Nathan Beckmann, Grace A. Lewis, Brandon Lucia
The Role of Edge Offload for Hardware-Accelerated Mobile Devices. HotMobile (2021)
Nadia Nahar, Shurui Zhou, Grace A. Lewis, Christian Kästner
More Engineering, No Silos: Rethinking Processes and Interfaces in Collaboration between Interdisciplinary Teams for Machine Learning Projects. CoRR (2021)
Mahadev Satyanarayanan, Nathan Beckmann, Grace A. Lewis, Brandon Lucia
The Role of Edge Offload for Hardware - Accelerated Mobile Devices. GetMobile Mob. Comput. Commun. 25 (2) (2021)
Ivano Malavolta, Grace A. Lewis, Bradley R. Schmerl, Patricia Lago, David Garlan
Mining guidelines for architecting robotics software. J. Syst. Softw. 178 (2021)
Luciano Baresi, William G. Griswold, Grace A. Lewis, Marco Autili, Ivano Malavolta, Christine Julien
Trends and Challenges for Software Engineering in the Mobile Domain. IEEE Softw. 38 (1) (2021)
Grace A. Lewis, Stephany Bellomo, Ipek Ozkaya
Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems. CoRR (2021)
Steffen Becker, Javier Cámara, Stéphanie Challita, Christoph Fehling, Anton Jansen, Oliver Kopp, Heiko Koziolek, Philippe Kruchten, Grace A. Lewis, Carola Lilienthal, Romina Spalazzese, Catia Trubiani
Message from the SAIP, NEMI, ECRF, Journal First, and Workshops Track Chairs. ICSA Companion (2021)
Sebastián Echeverría, Grace A. Lewis, Craig Mazzotta, Kyle O'Meara, Keegan Williams, Marc Novakouski, Amit Vasudevan, Matthew McCormack, Vyas Sekar
KalKi++: A Scalable and Extensible IoT Security Platform. WF-IoT (2021)
Ivano Malavolta, Katerina Chinnappan, Stan Swanborn, Grace A. Lewis, Patricia Lago
Mining the ROS ecosystem for Green Architectural Tactics in Robotics and an Empirical Evaluation. MSR (2021)
Katerina Chinnappan, Ivano Malavolta, Grace A. Lewis, Michel Albonico, Patricia Lago
Architectural Tactics for Energy-Aware Robotics Software: A Preliminary Study. ECSA (2021)
Sebastián Echeverría, Grace A. Lewis, Craig Mazzotta, Christopher Grabowski, Kyle O'Meara, Amit Vasudevan, Marc Novakouski, Matthew McCormack, Vyas Sekar
KalKi: A Software-Defined IoT Security Platform. WF-IoT (2020)
Matt McCormack, Amit Vasudevan, Guyue Liu, Sebastián Echeverría, Kyle O'Meara, Grace A. Lewis, Vyas Sekar
Towards an Architecture for Trusted Edge IoT Security Gateways. HotEdge (2020)
Ivano Malavolta, Grace A. Lewis, Bradley R. Schmerl, Patricia Lago, David Garlan
How do you architect your robots?: state of the practice and guidelines for ROS-based systems. ICSE (SEIP) (2020)
Sebastián Echeverría, Grace A. Lewis, Dan Klinedinst, Ludwig Seitz
Authentication and Authorization for IoT Devices in Disadvantaged Environments. WF-IoT (2019)
Grace A. Lewis, Stephany Bellomo, April Galyardt
Component Mismatches Are a Critical Bottleneck to Fielding AI-Enabled Systems in the Public Sector. CoRR (2019)
Grace A. Lewis, Patricia Lago, Sebastián Echeverría, Pieter Simoens
A tale of three systems: Case studies on the application of architectural tactics for cyber-foraging. Future Gener. Comput. Syst. 96 (2019)
Fahimeh Alizadeh Moghaddam, Giuseppe Procaccianti, Grace A. Lewis, Patricia Lago
Empirical validation of cyber-foraging architectural tactics for surrogate provisioning. J. Syst. Softw. 138 (2018)
Grace A. Lewis, Romina Spalazzese
ICSA 2018 Early Career Researchers Forum: Message from the Chairs. ICSA Companion (2018)
Grace A. Lewis
Cloud Computing. Computer 50 (5) (2017)
Grace A. Lewis, Sebastián Echeverría, Dan Klinedinst, Keegan Williams
Secure VM migration in tactical cloudlets. MILCOM (2017)
Hossein Saiedian, Grace A. Lewis, Andrew B. Williams
CSEE&T 2017 Panel Proposal How to Enhance Diversity in Software Engineering Programs? CSEE&T (2017)
Sebastián Echeverría, Grace A. Lewis, Marc Novakouski, Jeff Boleng
Delay-tolerant data sharing in tactical environments. MILCOM (2017)
Grace A. Lewis
CSEE&T 2017 Hall of Fame Nomination: Studio-Based Master of Software Engineering Program at Carnegie Mellon University. CSEE&T (2017)
Adriatik Bedjeti, Patricia Lago, Grace A. Lewis, Remco C. de Boer, Rich Hilliard
Modeling Context with an Architecture Viewpoint. ICSA (2017)
Grace A. Lewis, Patricia Lago, Paris Avgeriou
A Decision Model for Cyber-Foraging Systems. WICSA (2016)
Sebastián Echeverría, Dan Klinedinst, Keegan Williams, Grace A. Lewis
Establishing Trusted Identities in Disconnected Edge Environments. SEC (2016)
Anca Daniela Ionita, Cristina-Teodora Eftimie, Grace A. Lewis, Marin Litoiu
Integration of Hazard Management Services. IESS (2016)
Grace A. Lewis, Patricia Lago
A Catalog of Architectural Tactics for Cyber-Foraging. QoSA (2015)
Xavier Franch, Grace A. Lewis, Aditya Ghose
Guest Editors' Introduction. Int. J. Cooperative Inf. Syst. 24 (3) (2015)
Grace A. Lewis, Patricia Lago
Characterization of Cyber-Foraging Usage Contexts. ECSA (2015)
Grace A. Lewis, Patricia Lago
Architectural tactics for cyber-foraging: Results of a systematic literature review. J. Syst. Softw. 107 (2015)
Sebastián Echeverría, Grace A. Lewis, James Root, Ben Bradshaw
Cyber-foraging for improving survivability of mobile systems. MILCOM (2015)
Giuseppe Procaccianti, Patricia Lago, Grace A. Lewis
A Catalogue of Green Architectural Tactics for the Cloud. MESOCA (2014)
Grace A. Lewis, Sebastián Echeverría, Soumya Simanta, Ben Bradshaw, James Root
Tactical Cloudlets: Moving Cloud Computing to the Edge. MILCOM (2014)
Grace A. Lewis, Patricia Lago, Giuseppe Procaccianti
Architecture Strategies for Cyber-Foraging: Preliminary Results from a Systematic Literature Review. ECSA (2014)
Anca Daniela Ionita, Grace A. Lewis, Marin Litoiu
Report of the 2013 IEEE 7th international symposium on the maintenance and evolution of service-oriented and cloud-based systems (MESOCA 2013). ACM SIGSOFT Softw. Eng. Notes 39 (2) (2014)
Giuseppe Procaccianti, Patricia Lago, Grace A. Lewis
Green Architectural Tactics for the Cloud. WICSA (2014)
Grace A. Lewis, Sebastián Echeverría, Soumya Simanta, Ben Bradshaw, James Root
Cloudlet-based cyber-foraging for mobile systems in resource-constrained edge environments. ICSE Companion (2014)
Grace A. Lewis
Mobile computing at the edge (keynote). MOBILESoft (2014)
Sebastián Echeverría, James Root, Ben Bradshaw, Grace A. Lewis
On-demand VM provisioning for cloudlet-based cyber-foraging in resource-constrained environments. MobiCASE (2014)
Domenico Bianculli, Patricia Lago, Grace A. Lewis, Hye-Young Paik
5th international workshop on principles of engineering service-oriented systems (PESOS 2013). ICSE (2013)
Grace A. Lewis, Soumya Simanta, Marc Novakouski, Gene M. Cahill, Jeff Boleng, Edwin J. Morris, James Root
Architecture Patterns for Mobile Systems in Resource-Constrained Environments. MILCOM (2013)
Grace A. Lewis
Role of Standards in Cloud-Computing Interoperability. HICSS (2013)
Kerry Shih-Ping Chang, Brad A. Myers, Gene M. Cahill, Soumya Simanta, Edwin J. Morris, Grace A. Lewis
Improving structured data entry on mobile devices. UIST (2013)
Grace A. Lewis, Jeff Gray, Henry Muccini, Nachiappan Nagappan, David S. Rosenblum, Emad Shihab
1st international workshop on the engineering of mobile-enabled systems (MOBS 2013). ICSE (2013)
Patricia Lago, Grace A. Lewis, Andreas Metzger, Vladimir Tosic, Domenico Bianculli, Antinisca Di Marco, Andrea Polini, Pierluigi Plebani
Report of the 4th international workshop on principles of engineering service-oriented systems (PESOS 2012): internet of services and the quest for case studies. ACM SIGSOFT Softw. Eng. Notes 38 (1) (2013)
Mahadev Satyanarayanan, Grace A. Lewis, Edwin J. Morris, Soumya Simanta, Jeff Boleng, Kiryong Ha
The Role of Cloudlets in Hostile Environments. IEEE Pervasive Comput. 12 (4) (2013)
Grace A. Lewis, Anca Daniela Ionita, Marin Litoiu
Report of the 2012 IEEE 6th international workshop on the maintenance and evolution of service-oriented and cloud-based systems (MESOCA 2012). ACM SIGSOFT Softw. Eng. Notes 38 (2) (2013)
Kerry Shih-Ping Chang, Brad A. Myers, Gene M. Cahill, Soumya Simanta, Edwin J. Morris, Grace A. Lewis
A plug-in architecture for connecting to new data sources on mobile devices. VL/HCC (2013)
Grace A. Lewis, Nachiappan Nagappan, Jeff Gray, David S. Rosenblum, Henry Muccini, Emad Shihab
Report of the 2013 ICSE 1st international workshop on engineering mobile-enabled systems (MOBS 2013): 12. ACM SIGSOFT Softw. Eng. Notes 38 (5) (2013)
Kiryong Ha, Padmanabhan Pillai, Grace A. Lewis, Soumya Simanta, Sarah Clinch, Nigel Davies, Mahadev Satyanarayanan
The Impact of Mobile Multimedia Applications on Data Center Consolidation. IC2E (2013)
Grace A. Lewis, Marc Novakouski, Enrique Sánchez
A Reference Architecture for Group-Context-Aware Mobile Applications. MobiCASE (2012)
Soumya Simanta, Grace A. Lewis, Edwin J. Morris, Kiryong Ha, Mahadev Satyanarayanan
A Reference Architecture for Mobile Code Offload in Hostile Environments. WICSA/ECSA (2012)
Soumya Simanta, Kiryong Ha, Grace A. Lewis, Edwin J. Morris, Mahadev Satyanarayanan
A Reference Architecture for Mobile Code Offload in Hostile Environments. MobiCASE (2012)
Grace A. Lewis, Edwin J. Morris, Soumya Simanta, Dennis B. Smith
Service Orientation and Systems of Systems. IEEE Softw. 28 (1) (2011)
Manuel Carro, Dimka Karastoyanova, Grace A. Lewis, Anna Liu
Third international workshop on principles of engineering service-oriented systems: (PESOS 2011). ICSE (2011)
Grace A. Lewis, Dennis B. Smith, Andreas Metzger, Andrea Zisman, Marco Pistore
Report of the 2nd international workshop on principles of engineering service-oriented systems (PESOS 2010). ACM SIGSOFT Softw. Eng. Notes 35 (5) (2010)
Grace A. Lewis, Andreas Metzger, Marco Pistore, Dennis B. Smith, Andrea Zisman
2010 ICSE 2nd International Workshop on Principles of Engineering Service-Oriented Systems (PESOS 2010). ICSE (2) (2010)
Grace A. Lewis, Filippo Ricca, Ulrike Steffens, Matthias Postina, Andreas Winter
SOAME 2010: International Workshop on SOA Migration and Evolution. CSMR (2010)
Scott R. Tilley, Xiaoying Bai, Grace A. Lewis
First international workshop on service-oriented architecture testing (SOAT 2009). ICSM (2009)
Len Bass, Grace A. Lewis, Dennis B. Smith, Brad A. Myers
SEEUP 2009: Workshop on software engineering foundations for end-user programming. ICSE Companion (2009)
Dennis B. Smith, Grace A. Lewis, Kostas Kontogiannis, Marin Litoiu
Impact of multi-organizational SOA implementation on the software life cycle. CASCON (2009)
Grace A. Lewis, Dennis B. Smith, Ned Chapin, Kostas Kontogiannis
International workshop on maintenance and evolution of service-oriented systems. ICSM (2009)
Sriram Balasubramaniam, Grace A. Lewis, Edwin J. Morris, Soumya Simanta, Dennis B. Smith
Challenges for assuring quality of service in a service-oriented environment. PESOS@ICSE (2009)
Grace A. Lewis, Dennis B. Smith, Len Bass, Brad A. Myers
Report of the workshop on software engineering foundations for end-user programming. ACM SIGSOFT Softw. Eng. Notes 34 (5) (2009)
Sriram Balasubramaniam, Grace A. Lewis, Edwin J. Morris, Soumya Simanta, Dennis B. Smith
SMART: Application of a Method for Migration of Legacy Systems to SOA Environments. ICSOC (2008)
Kostas Kontogiannis, Grace A. Lewis, Dennis B. Smith, Marin Litoiu
SDSOA 2008: second international workshop on systems development in SOA environments. ICSE Companion (2008)
Grace A. Lewis, Dennis B. Smith, Kostas Kontogiannis
international workshop on a research agenda for maintenance and evolution of service-oriented systems. ICSM (2008)
Grace A. Lewis, Edwin J. Morris, Pat Place, Soumya Simanta, Dennis B. Smith, Lutz Wrage
Tutorial 3: Engineering Systems of Systems. ICCBSS (2008)
Grace A. Lewis, Edwin J. Morris, Soumya Simanta, Lutz Wrage
Effects of service-oriented architecture on software development lifecycle activities. Softw. Process. Improv. Pract. 13 (2) (2008)
Grace A. Lewis, Edwin J. Morris, Soumya Simanta, Lutz Wrage
Why Standards Are Not Enough to Guarantee End-to-End Interoperability. ICCBSS (2008)
Grace A. Lewis, Dennis B. Smith, Kostas Kontogiannis
SOAM 2008: 2nd Workshop on SOA-Based Systems Maintenance and Evolution. CSMR (2008)
Sriram Balasubramaniam, Grace A. Lewis, Soumya Simanta, Dennis B. Smith
Situated Software: Concepts, Motivation, Technology, and the Future. IEEE Softw. 25 (6) (2008)
Kostas Kontogiannis, Grace A. Lewis, Dennis B. Smith
A research agenda for service-oriented architecture. SDSOA@ICSE (2008)
Grace A. Lewis, Dennis B. Smith
SMART Tool Demonstration. CSMR (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Grace A. Lewis