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  • Tong Y, Liu J, Wang H, He M, Zhou K, He R, Zhang Q and Wang C. (2024). DAG-aware harmonizing job scheduling and data caching for disaggregated analytics frameworks. Future Generation Computer Systems. 10.1016/j.future.2024.03.005. 156. (116-129). Online publication date: 1-Jul-2024.

    https://linkinghub.elsevier.com/retrieve/pii/S0167739X24000761

  • Shojaee Rad Z and Ghobaei-Arani M. (2024). Data pipeline approaches in serverless computing: a taxonomy, review, and research trends. Journal of Big Data. 10.1186/s40537-024-00939-0. 11:1.

    https://journalofbigdata.springeropen.com/articles/10.1186/s40537-024-00939-0

  • Werner S and Tai S. (2024). A reference architecture for serverless big data processing. Future Generation Computer Systems. 155:C. (179-192). Online publication date: 1-Jun-2024.

    https://doi.org/10.1016/j.future.2024.01.029

  • Deka R, Ghosh A, Nanda S, Barik R and Saikia M. (2024). Smart Healthcare System in Server-Less Environment: Concepts, Architecture, Challenges, Future Directions. Computers. 10.3390/computers13040105. 13:4. (105).

    https://www.mdpi.com/2073-431X/13/4/105

  • Xu Y, Yu J, Guo H, Li J and Wu W. (2024). A Distributed State Management Approach for FaaS Platforms 2024 9th International Conference on Computer and Communication Systems (ICCCS). 10.1109/ICCCS61882.2024.10603351. 979-8-3503-5021-0. (1306-1312).

    https://ieeexplore.ieee.org/document/10603351/

  • Finol G, París G, García-López P and Sánchez-Artigas M. (2024). Exploiting Inherent Elasticity of Serverless in Algorithms with Unbalanced and Irregular Workloads. Journal of Parallel and Distributed Computing. 10.1016/j.jpdc.2024.104891. (104891). Online publication date: 1-Apr-2024.

    https://linkinghub.elsevier.com/retrieve/pii/S0743731524000558

  • Manikandan M and Haripriya V . (2024). Optimizing Big Data Insights with Serverless Architecture. International Journal of Advanced Research in Science, Communication and Technology. 10.48175/IJARSCT-15934. (191-197).

    http://ijarsct.co.in/Paper15934.pdf

  • Vashishth T, Sharma V, Sharma K, Kumar B, Chaudhary S and Panwar R. (2024). Serverless Computing Real-World Applications and Benefits in Cloud Environments. Emerging Trends in Cloud Computing Analytics, Scalability, and Service Models. 10.4018/979-8-3693-0900-1.ch014. (268-290).

    https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/979-8-3693-0900-1.ch014

  • Lee J, Nava J and Lee H. (2024). ComFaaS Distributed: Edge Computing with Function-as-a-Service in Parallel Cloud Environments 2024 7th International Conference on Information and Computer Technologies (ICICT). 10.1109/ICICT62343.2024.00027. 979-8-3503-8562-5. (133-138).

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  • Liu F and Niu Y. Demystifying the Cost of Serverless Computing: Towards a Win-Win Deal. IEEE Transactions on Parallel and Distributed Systems. 10.1109/TPDS.2023.3330849. 35:1. (59-72).

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  • Corbi A, Burgos D and Pérez A. (2024). Cloud-Operated Open Literate Educational Resources: The Case of the MyBinder. IEEE Transactions on Learning Technologies. 17. (893-902). Online publication date: 1-Jan-2024.

    https://doi.org/10.1109/TLT.2023.3343690

  • Gimeno Sarroca P and Sánchez-Artigas M. (2024). MLLess: Achieving cost efficiency in serverless machine learning training. Journal of Parallel and Distributed Computing. 10.1016/j.jpdc.2023.104764. 183. (104764). Online publication date: 1-Jan-2024.

    https://linkinghub.elsevier.com/retrieve/pii/S074373152300134X

  • Eizaguirre G and Sánchez-Artigas M. (2024). A Seer knows best. Journal of Parallel and Distributed Computing. 183:C. Online publication date: 1-Jan-2024.

    https://doi.org/10.1016/j.jpdc.2023.104763

  • Kumari A, Behera R and Sahoo B. (2023). Mitigating Serverless Tail Latency: A Comprehensive Study of Factors and Strategies 2023 OITS International Conference on Information Technology (OCIT). 10.1109/OCIT59427.2023.10431282. 979-8-3503-5823-0. (369-374).

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  • Barrak A, Jaziri M, Trabelsi R, Jaafar F and Petrillo F. (2023). SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture 2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security (QRS). 10.1109/QRS60937.2023.00069. 979-8-3503-1958-3. (650-661).

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  • Barrak A, Trabelsi R, Jaafar F and Petrillo F. (2023). Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning 2023 IEEE International Conference on Cloud Engineering (IC2E). 10.1109/IC2E59103.2023.00024. 979-8-3503-4394-6. (141-152).

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  • Ristov S, Gusev M, Hohenegger A, Prodan R, Mileski D, Gushev P and Temelkov G. (2023). Serverless Electrocardiogram Stream Processing in Federated Clouds With Lambda Architecture. Computer. 56:9. (18-27). Online publication date: 1-Sep-2023.

    https://doi.org/10.1109/MC.2023.3281873

  • Xu Z, Fu Y, Xia Q and Li H. (2023). Enabling Age-Aware Big Data Analytics in Serverless Edge Clouds IEEE INFOCOM 2023 - IEEE Conference on Computer Communications. 10.1109/INFOCOM53939.2023.10228905. 979-8-3503-3414-2. (1-10).

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  • Sarroca P and Sánchez-Artigas M. (2023). On Data Processing through the Lenses of S3 Object Lambda IEEE INFOCOM 2023 - IEEE Conference on Computer Communications. 10.1109/INFOCOM53939.2023.10228890. 979-8-3503-3414-2. (1-10).

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  • Samanta A, Ahmed F, Cao L, Stutsman R and Sharma P. (2023). Persistent Memory-Aware Scheduling for Serverless Workloads 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). 10.1109/IPDPSW59300.2023.00105. 979-8-3503-1199-0. (615-621).

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  • Li Y, Lin Y, Wang Y, Ye K and Xu C. Serverless Computing: State-of-the-Art, Challenges and Opportunities. IEEE Transactions on Services Computing. 10.1109/TSC.2022.3166553. 16:2. (1522-1539).

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  • Sampé J, Sánchez-Artigas M, Vernik G, Yehekzel I and García-López P. Outsourcing Data Processing Jobs With Lithops. IEEE Transactions on Cloud Computing. 10.1109/TCC.2021.3129000. 11:1. (1026-1037).

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  • Moyer D and Nikolopoulos D. (2023). Punching Holes in the Cloud: Direct Communication Between Serverless Functions. Serverless Computing: Principles and Paradigms. 10.1007/978-3-031-26633-1_2. (15-41).

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  • Mileski D and Gusev M. (2022). Serverless Implementations of Real-time Embarrassingly Parallel Problems 2022 30th Telecommunications Forum (TELFOR). 10.1109/TELFOR56187.2022.9983710. 978-1-6654-7273-9. (1-4).

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  • Sánchez-Artigas M and Eizaguirre G. A seer knows best. Proceedings of the 23rd ACM/IFIP International Middleware Conference. (148-160).

    https://doi.org/10.1145/3528535.3565241

  • Tong Y, Wang C, Liu J, Wang H and Zhou K. (2022). Tripod: Harmonizing Job Scheduling and Data Caching for Analytics Frameworks 2022 IEEE 40th International Conference on Computer Design (ICCD). 10.1109/ICCD56317.2022.00095. 978-1-6654-6186-3. (610-618).

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  • Ristov S, Kimovski D and Fahringer T. FaaScinating Resilience for Serverless Function Choreographies in Federated Clouds. IEEE Transactions on Network and Service Management. 10.1109/TNSM.2022.3162036. 19:3. (2440-2452).

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  • Barcelona-Pons D, Sutra P, Sánchez-Artigas M, París G and García-López P. (2022). Stateful Serverless Computing with Crucial. ACM Transactions on Software Engineering and Methodology. 31:3. (1-38). Online publication date: 31-Jul-2022.

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  • Mileski D and Gusev M. (2022). Serverless FaaS Scalability Evaluation: An ECG Signal Processing Use Case 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO). 10.23919/MIPRO55190.2022.9803568. 978-953-233-103-5. (853-858).

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  • Mampage A, Karunasekera S and Buyya R. (2022). A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions. ACM Computing Surveys. 54:11s. (1-36). Online publication date: 31-Jan-2022.

    https://doi.org/10.1145/3510412

  • Ristov S, Pedratscher S and Fahringer T. xAFCL: Run Scalable Function Choreographies Across Multiple FaaS Systems. IEEE Transactions on Services Computing. 10.1109/TSC.2021.3128137. (1-1).

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  • Kumari A, Behera R, Sahoo B and Misra S. (2022). Role of Serverless Computing in Healthcare Systems: Case Studies. Computational Science and Its Applications – ICCSA 2022 Workshops. 10.1007/978-3-031-10542-5_9. (123-134).

    https://link.springer.com/10.1007/978-3-031-10542-5_9

  • García-López P, Sánchez-Artigas M, Shillaker S, Pietzuch P, Breitgand D, Vernik G, Sutra P, Tarrant T, Juan-Ferrer A and París G. (2022). Trade-Offs and Challenges of Serverless Data Analytics. Technologies and Applications for Big Data Value. 10.1007/978-3-030-78307-5_3. (41-61).

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  • Hassan H, Barakat S and Sarhan Q. (2021). Survey on serverless computing. Journal of Cloud Computing: Advances, Systems and Applications. 10:1. Online publication date: 11-Dec-2021.

    https://doi.org/10.1186/s13677-021-00253-7

  • Eizaguirre G, Sánchez-Artigas M and García-López P. A milestone for FaaS pipelines; object storage-vs VM-driven data exchange. Proceedings of the 22nd International Middleware Conference: Demos and Posters. (10-11).

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  • Nazari M, Goodarzy S, Keller E, Rozner E and Mishra S. (2021). Optimizing and Extending Serverless Platforms: A Survey 2021 Eighth International Conference on Software Defined Systems (SDS). 10.1109/SDS54264.2021.9732138. 978-1-6654-5820-7. (1-8).

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  • Roy R, Patel T and Tiwari D. (2021). Characterizing and Mitigating the I/O Scalability Challenges for Serverless Applications 2021 IEEE International Symposium on Workload Characterization (IISWC). 10.1109/IISWC53511.2021.00018. 978-1-6654-4173-5. (74-86).

    https://ieeexplore.ieee.org/document/9668299/

  • Barcelona-Pons D and García-López P. (2021). Benchmarking parallelism in FaaS platforms. Future Generation Computer Systems. 124:C. (268-284). Online publication date: 1-Nov-2021.

    https://doi.org/10.1016/j.future.2021.06.005

  • Koutsoukos D, Müller I, Marroquín R, Klimovic A and Alonso G. (2021). Modularis. Proceedings of the VLDB Endowment. 14:13. (3308-3321). Online publication date: 1-Sep-2021.

    https://doi.org/10.14778/3484224.3484229

  • Polinsky I, Datta P, Bates A and Enck W. SCIFFS: Enabling Secure Third-Party Security Analytics using Serverless Computing. Proceedings of the 26th ACM Symposium on Access Control Models and Technologies. (175-186).

    https://doi.org/10.1145/3450569.3463567

  • Carreira J, Kohli S, Bruno R and Fonseca P. From warm to hot starts. Proceedings of the Workshop on Hot Topics in Operating Systems. (58-64).

    https://doi.org/10.1145/3458336.3465305

  • Li B, Li Z, Tan Y and Yu J. (2021). CoFunc: A unified development framework for heterogeneous FaaS computing platforms 2021 International Conference on Communications, Information System and Computer Engineering (CISCE). 10.1109/CISCE52179.2021.9445991. 978-1-6654-0352-8. (726-730).

    https://ieeexplore.ieee.org/document/9445991/

  • Sampe J, Garcia-Lopez P, Sanchez-Artigas M, Vernik G, Roca-Llaberia P and Arjona A. (2020). Toward Multicloud Access Transparency in Serverless Computing. IEEE Software. 38:1. (68-74). Online publication date: 1-Jan-2021.

    https://doi.org/10.1109/MS.2020.3029994

  • Carver J, Penzenstadler B, Scheuner J and Staron M. (Research) Insights for Serverless Application Engineering. IEEE Software. 10.1109/MS.2020.3028659. 38:1. (123-125).

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  • Mirabelli M, García-López P and Vernik G. Bringing scaling transparency to Proteomics applications with serverless computing. Proceedings of the 2020 Sixth International Workshop on Serverless Computing. (55-60).

    https://doi.org/10.1145/3429880.3430101

  • Werner S, Girke R and Kuhlenkamp J. An Evaluation of Serverless Data Processing Frameworks. Proceedings of the 2020 Sixth International Workshop on Serverless Computing. (19-24).

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  • Sánchez-Artigas M, Eizaguirre G, Vernik G, Stuart L and García-López P. Primula. Proceedings of the 21st International Middleware Conference Industrial Track. (31-37).

    https://doi.org/10.1145/3429357.3430522

  • Sankaran A, Datta P and Bates A. Workflow Integration Alleviates Identity and Access Management in Serverless Computing. Proceedings of the 36th Annual Computer Security Applications Conference. (496-509).

    https://doi.org/10.1145/3427228.3427665

  • Daw N, Bellur U and Kulkarni P. Xanadu. Proceedings of the 21st International Middleware Conference. (356-370).

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  • Zhang W, Fang V, Panda A and Shenker S. Kappa. Proceedings of the 11th ACM Symposium on Cloud Computing. (328-343).

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  • Paris G, Garcia-Lopez P and Sanchez-Artigas M. (2020). Serverless Elastic Exploration of Unbalanced Algorithms 2020 IEEE 13th International Conference on Cloud Computing (CLOUD). 10.1109/CLOUD49709.2020.00033. 978-1-7281-8780-8. (149-157).

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  • Kuhlenkamp J, Werner S, Borges M and Ernst D. (2020). All but one. ACM SIGAPP Applied Computing Review. 20:3. (5-19). Online publication date: 1-Sep-2020.

    https://doi.org/10.1145/3429204.3429205

  • Kehrer S, Zietlow D, Scheffold J and Blochinger W. (2020). Self-tuning serverless task farming using proactive elasticity control. Cluster Computing. 10.1007/s10586-020-03158-3.

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  • Khandelwal A, Kejariwal A and Ramasamy K. Le Taureau: Deconstructing the Serverless Landscape & A Look Forward. Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. (2641-2650).

    https://doi.org/10.1145/3318464.3383130

  • Kuhlenkamp J, Werner S and Tai S. (2020). The Ifs and Buts of Less is More: A Serverless Computing Reality Check 2020 IEEE International Conference on Cloud Engineering (IC2E). 10.1109/IC2E48712.2020.00023. 978-1-7281-1099-8. (154-161).

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  • Kuhlenkamp J, Werner S, Borges M, Ernst D and Wenzel D. Benchmarking elasticity of FaaS platforms as a foundation for objective-driven design of serverless applications. Proceedings of the 35th Annual ACM Symposium on Applied Computing. (1576-1585).

    https://doi.org/10.1145/3341105.3373948

  • Barcelona-Pons D, García-López P, Ruiz Á, Gómez-Gómez A, París G and Sánchez-Artigas M. FaaS Orchestration of Parallel Workloads. Proceedings of the 5th International Workshop on Serverless Computing. (25-30).

    https://doi.org/10.1145/3366623.3368137

  • Barcelona-Pons D, Sánchez-Artigas M, París G, Sutra P and García-López P. On the FaaS Track. Proceedings of the 20th International Middleware Conference. (41-54).

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