Cristina L. Abad

72 papers A 5B 10C 5Misc 1Journal 27Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Let's trace it: Fine-grained serverless benchmarking for synchronous and asynchronous applications. Future Gener. Comput. Syst. Joel Scheuner, Simon Eismann, Sacheendra Talluri, Erwin Van Eyk, Cristina L. Abad, Philipp Leitner, Alexandru Iosup
2025	B	`conf`	An Analysis of HPC and Edge Architectures in the Cloud. IC2E Steven Santillan, Cristina L. Abad
2025	J	`jnl`	An Analysis of HPC and Edge Architectures in the Cloud. CoRR Steven Santillan, Cristina L. Abad
2025	J	`jnl`	Continuous Earth Observation of Forest Dynamics and Biodiversity. Commun. ACM Nikolas Herbst, Mareike Kortmann, Niklas Jaggy, Frank Thonfeld, Cristina L. Abad, Claudia Kuenzer, Jörg Müller, Samuel Kounev
2025	—	`conf`	How can we Teach Workload Modeling in CS Systems Classes? [Invited Talk]. ICPE (Companion) Cristina L. Abad
2025	B	`conf`	OpenLambdaVerse: A Dataset and Analysis of Open-Source Serverless Applications. IC2E Angel C. Chavez-Moreno, Cristina L. Abad
2025	J	`jnl`	OpenLambdaVerse: A Dataset and Analysis of Open-Source Serverless Applications. CoRR Angel C. Chavez-Moreno, Cristina L. Abad
2025	C	`conf`	Teaching Scalability, Fault Tolerance, and Performance in the Cloud: A Practical Laboratory Exercise. EDUCON Marcel León-Lafebré, Gilberto Fernando Castro Aguilar, Cristina L. Abad
2024	—	`ed.`	Companion of the 15th ACM/SPEC International Conference on Performance Engineering, ICPE 2024, London, United Kingdom, May 7-11, 2024 ICPE (Companion) Simonetta Balsamo, William J. Knottenbelt, Cristina L. Abad, Weiyi Shang
2024	J	`jnl`	ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing. Future Gener. Comput. Syst. Sacheendra Talluri, Nikolas Herbst, Cristina L. Abad, Tiziano De Matteis, Alexandru Iosup
2024	J	`jnl`	How can we Teach Workload Modeling in CS Systems Classes? SIGMETRICS Perform. Evaluation Rev. Cristina L. Abad
2024	J	`jnl`	Making Ethics at Home in Global CS Education: Provoking Stories from the Souths. ACM J. Comput. Sustain. Soc. Marisol Wong-Villacres, Cat Kutay, Shaimaa Lazem, Nova Ahmed, Cristina L. Abad, César A. Collazos, Shady Elbassuoni, Farzana Islam, Deepa Singh, Tasmiah Tahsin Mayeesha, Martin Mabeifam Ujakpa, Tariq Zaman, Nicola J. Bidwell
2024	B	`ed.`	Proceedings of the 15th ACM/SPEC International Conference on Performance Engineering, ICPE 2024, London, United Kingdom, May 7-11, 2024 ICPE Simonetta Balsamo, William J. Knottenbelt, Cristina L. Abad, Weiyi Shang
2024	—	`conf`	Serverless Digital Mobility: A Case Study on Event-Triggered Passenger Counting. PerCom Workshops Panagiotis Gkikopoulos, Cristina L. Abad, Daniel Ochoa, Josef Spillner
2023	C	`ed.`	7th IEEE International Conference on Fog and Edge Computing, ICFEC 2023, Bangalore, India, May 1-4, 2023 ICFEC Blesson Varghese, Cristina L. Abad, Yogesh Simmhan, Khalid Elgazzar, Stefan Schulte, Abhinandan S. Prasad, Lorenzo Carnevale
2023	—	`conf`	A Trace-driven Performance Evaluation of Hash-based Task Placement Algorithms for Cache-enabled Serverless Computing. CF Sacheendra Talluri, Nikolas Herbst, Cristina L. Abad, Animesh Trivedi, Alexandru Iosup
2023	—	`conf`	HotCloudPerf'23 Workshop Chairs' Welcome. ICPE (Companion) Klervie Toczé, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup
2023	J	`jnl`	Serverless Computing: What It Is, and What It Is Not? Commun. ACM Samuel Kounev, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup, Ian T. Foster, Prashant J. Shenoy, Omer F. Rana, Andrew A. Chien
2023	J	`jnl`	Servo: Increasing the Scalability of Modifiable Virtual Environments Using Serverless Computing - Extended Technical Report. CoRR Jesse Donkervliet, Javier Ron, Junyan Li, Tiberiu Iancu, Cristina L. Abad, Alexandru Iosup
2023	A	`conf`	Servo: Increasing the Scalability of Modifiable Virtual Environments Using Serverless Computing. ICDCS Jesse Donkervliet, Javier Ron, Junyan Li, Tiberiu Iancu, Cristina L. Abad, Alexandru Iosup
2023	A	`conf`	Sign-Regularized Multi-Task Learning. SDM Guangji Bai, Johnny Torres, Junxiang Wang, Liang Zhao, Cristina L. Abad, Carmen Vaca
2022	J	`jnl`	Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications. CoRR Joel Scheuner, Simon Eismann, Sacheendra Talluri, Erwin Van Eyk, Cristina L. Abad, Philipp Leitner, Alexandru Iosup
2022	J	`jnl`	The State of Serverless Applications: Collection, Characterization, and Community Consensus. IEEE Trans. Software Eng. Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup
2021	—	`conf`	An Analysis of Distributed Systems Syllabi With a Focus on Performance-Related Topics. ICPE (Companion) Cristina L. Abad, Alexandru Iosup, Edwin F. Boza, Eduardo Ortiz-Holguin
2021	J	`jnl`	An Analysis of Distributed Systems Syllabi With a Focus on Performance-Related Topics. CoRR Cristina L. Abad, Alexandru Iosup, Edwin F. Boza, Eduardo Ortiz-Holguin
2021	A	`conf`	Have We Reached Consensus? An Analysis of Distributed Systems Syllabi. SIGCSE Cristina L. Abad, Eduardo Ortiz-Holguin, Edwin F. Boza
2021	J	`jnl`	Methodological Principles for Reproducible Performance Evaluation in Cloud Computing. IEEE Trans. Software Eng. Alessandro Vittorio Papadopoulos, Laurens Versluis, André Bauer, Nikolas Herbst, Jóakim von Kistowski, Ahmed Ali-Eldin, Cristina L. Abad, José Nelson Amaral, Petr Tuma, Alexandru Iosup
2021	J	`jnl`	Serverless Applications: Why, When, and How? IEEE Softw. Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup
2021	J	`jnl`	Serverless Computing (Dagstuhl Seminar 21201). Dagstuhl Reports Cristina L. Abad, Ian T. Foster, Nikolas Herbst, Alexandru Iosup
2021	J	`jnl`	Sign-regularized Multi-task Learning. CoRR Johnny Torres, Guangji Bai, Junxiang Wang, Liang Zhao, Carmen Vaca, Cristina L. Abad
2021	A	`conf`	Sizeless: predicting the optimal size of serverless functions. Middleware Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
2021	B	`conf`	The Fourth Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf'21): Benchmarking in the Cloud. ICPE Cristina L. Abad, Nikolas Herbst, Alexandru Uta, Alexandru Iosup
2020	B	`conf`	3rd Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf'20): Performance Variability. ICPE Alexandru Uta, Dmitry Duplyakin, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup
2020	J	`jnl`	A Review of Serverless Use Cases and their Characteristics. CoRR Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup
2020	—	`conf`	Beyond Microbenchmarks: The SPEC-RG Vision for a Comprehensive Serverless Benchmark. ICPE Companion Erwin Van Eyk, Joel Scheuner, Simon Eismann, Cristina L. Abad, Alexandru Iosup
2020	J	`jnl`	Have We Reached Consensus? An Analysis of Distributed Systems Syllabi. CoRR Cristina L. Abad, Eduardo Ortiz-Holguin, Edwin F. Boza
2020	—	`conf`	Methodological Principles for Reproducible Performance Evaluation in Cloud Computing. SE Alessandro Vittorio Papadopoulos, Laurens Versluis, André Bauer, Nikolas Herbst, Jóakim von Kistowski, Ahmed Ali-Eldin, Cristina L. Abad, José Nelson Amaral, Petr Tuma, Alexandru Iosup
2020	J	`jnl`	On Implementing Autonomic Systems with a Serverless Computing Approach: The Case of Self-Partitioning Cloud Caches. Comput. Edwin F. Boza, Xavier Andrade, Jorge Cedeno, Jorge R. Murillo, Harold Aragon, Cristina L. Abad, Andres G. Abad
2020	J	`jnl`	Seq2Seq models for recommending short text conversations. Expert Syst. Appl. Johnny Torres, Carmen Vaca, Luis Terán, Cristina L. Abad
2020	J	`jnl`	Serverless Applications: Why, When, and How? CoRR Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Cristina L. Abad, Alexandru Iosup
2020	J	`jnl`	Sizeless: Predicting the optimal size of serverless functions. CoRR Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
2019	—	`conf`	A Case for Performance-Aware Deployment of Containers. WOC@Middleware Edwin F. Boza, Cristina L. Abad, Shankaranarayanan Puzhavakath Narayanan, Bharath Balasubramanian, Minsung Jang
2019	B	`conf`	Beyond Load Balancing: Package-Aware Scheduling for Serverless Platforms. CCGRID Gabriel Aumala, Edwin F. Boza, Luis Ortiz-Avilés, Gustavo Totoy, Cristina L. Abad
2019	B	`conf`	Characterization of a Big Data Storage Workload in the Cloud. ICPE Sacheendra Talluri, Alicja Luszczak, Cristina L. Abad, Alexandru Iosup
2019	—	`conf`	Optimizing Cloud Caches For Free: A Case for Autonomic Systems with a Serverless Computing Approach. FAS*W@SASO/ICAC Xavier Andrade, Jorge Cedeno, Edwin F. Boza, Harold Aragon, Cristina L. Abad, Jorge R. Murillo
2019	J	`jnl`	The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms. IEEE Internet Comput. Erwin Van Eyk, Alexandru Iosup, Johannes Grohmann, Simon Eismann, André Bauer, Laurens Versluis, Lucian Toader, Norbert Schmitt, Nikolas Herbst, Cristina L. Abad
2019	—	`conf`	Workload Characterization of a Software-as-a-Service Web Application Implemented with a Microservices Architecture. WWW (Companion Volume) Harold Aragon, Samuel Braganza, Edwin F. Boza, Jonathan Parrales, Cristina L. Abad
2018	—	`conf`	A SPEC RG Cloud Group's Vision on the Performance Challenges of FaaS Cloud Architectures. ICPE Companion Erwin Van Eyk, Alexandru Iosup, Cristina L. Abad, Johannes Grohmann, Simon Eismann
2018	—	`conf`	Package-Aware Scheduling of FaaS Functions. ICPE Companion Cristina L. Abad, Edwin F. Boza, Erwin Van Eyk
2018	J	`jnl`	Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges. ACM Trans. Model. Perform. Evaluation Comput. Syst. Nikolas Herbst, André Bauer, Samuel Kounev, Giorgos Oikonomou, Erwin Van Eyk, George Kousiouris, Athanasia Evangelinou, Rouven Krebs, Tim Brecht, Cristina L. Abad, Alexandru Iosup
2017	B	`conf`	Benchmarking Key-Value Stores via Trace Replay. IC2E Edwin F. Boza, Cesar San-Lucas, Cristina L. Abad, Jose A. Viteri
2017	B	`conf`	Dynamic Memory Partitioning for Cloud Caches with Heterogeneous Backends. ICPE Cristina L. Abad, Andres G. Abad, Luis E. Lucio
2017	—	`conf`	Inferring Workflows with Job Dependencies from Distributed Processing Systems Logs. DASC/PiCom/DataCom/CyberSciTech Gladys E. Carrillo, Cristina L. Abad
2017	—	`conf`	Instrumenting cloud caches for online workload monitoring: the case of online miss rate curve estimation in memcached. ARM@Middleware Jorge R. Murillo, Gustavo Totoy, Cristina L. Abad
2017	J	`jnl`	Pandas: Robust Locality-Aware Scheduling With Stochastic Delay Optimality. IEEE/ACM Trans. Netw. Qiaomin Xie, Mayank Pundir, Yi Lu, Cristina L. Abad, Roy H. Campbell
2017	—	`conf`	Towards a Real Time Framework for Monitoring IoT Devices for Attack Detection: Vision Paper. DASC/PiCom/DataCom/CyberSciTech Rafael I. Bonilla, Cristina L. Abad
2017	C	`conf`	What Ignites a Reply?: Characterizing Conversations in Microblogs. BDCAT Johnny Torres, Carmen Vaca, Cristina L. Abad
2014	—	`conf`	A Model-Based Namespace Metadata Benchmark for HDFS. ICAC Cristina L. Abad, Yi Lu, Roy H. Campbell, Nathan Roberts
2013	J	`jnl`	Generating request streams on Big Data using clustered renewal processes. Perform. Evaluation Cristina L. Abad, Mindi Yuan, Chris X. Cai, Yi Lu, Nathan Roberts, Roy H. Campbell
2013	—	`conf`	Natjam: design and evaluation of eviction policies for supporting priorities and deadlines in mapreduce clusters. SoCC Brian Cho, Muntasir Raihan Rahman, Tej Chajed, Indranil Gupta, Cristina L. Abad, Nathan Roberts, Philbert Lin
2013	—	`conf`	Storage-efficient data replica number computation for multi-level priority data in distributed storage systems. DSN Workshops Chris X. Cai, Cristina L. Abad, Roy H. Campbell
2012	—	`conf`	A storage-centric analysis of MapReduce workloads: File popularity, temporal locality and arrival patterns. IISWC Cristina L. Abad, Nathan Roberts, Yi Lu, Roy H. Campbell
2012	Misc	`conf`	Metadata Traces and Workload Models for Evaluating Big Storage Systems. UCC Cristina L. Abad, Huong Luu, Nathan Roberts, Kihwal Lee, Yi Lu, Roy H. Campbell
2011	C	`conf`	DARE: Adaptive Data Replication for Efficient Cluster Scheduling. CLUSTER Cristina L. Abad, Yi Lu, Roy H. Campbell
2009	—	`conf`	Preventing ARP Cache Poisoning Attacks: A Proof of Concept using OpenWrt. LANOMS Andre P. Ortega, Xavier E. Marcos, Luis D. Chiang, Cristina L. Abad
2008	B	`conf`	Learning through creating learning objects: experiences with a class project in a distributed systems course. ITiCSE Cristina L. Abad
2007	—	`conf`	An Analysis on the Schemes for Detecting and Preventing ARP Cache Poisoning Attacks. ICDCS Workshops Cristina L. Abad, Rafael Bonilla
2007	—	`conf`	Design of a Laboratory for an Undergraduate Distributed Systems Course. FECS Cristina L. Abad, Carmen Vaca
2006	J	`jnl`	UCLog+ : A Security Data Management System for Correlating Alerts, Incidents, and Raw Data From Remote Logs CoRR William Yurcik, Cristina L. Abad, Ragib Hasan, Moazzam Saleem, Shyama Sridharan
2005	—	`conf`	Adding Confidentiality to Application-Level Multicast by Leveraging the Multicast Overlay. ICDCS Workshops Cristina L. Abad, Indranil Gupta, William Yurcik
2004	C	`conf`	VisFlowConnect: providing security situational awareness by visualizing network traffic flows. IPCCC Xiaoxin Yin, William Yurcik, Yifan Li, Kiran Lakkaraju, Cristina L. Abad
2003	A	`conf`	Log Correlation for Intrusion Detection: A Proof of Concept. ACSAC Cristina L. Abad, Jed Taylor, Cigdem Sengul, William Yurcik, Yuanyuan Zhou, Kenneth E. Rowe