Cristina L. Abad

According to our database, Cristina L. Abad authored at least 54 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing.

Sacheendra Talluri, Nikolas Herbst, Cristina L. Abad, Tiziano De Matteis, Alexandru Iosup

Future Gener. Comput. Syst., 2024

Serverless Digital Mobility: A Case Study on Event-Triggered Passenger Counting.

Panagiotis Gkikopoulos, Cristina L. Abad, Daniel Ochoa, Josef Spillner

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

2023

Serverless Computing: What It Is, and What It Is Not?

Samuel Kounev, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup, Ian T. Foster, Prashant J. Shenoy, Omer F. Rana, Andrew A. Chien

Commun. ACM, September, 2023

Servo: Increasing the Scalability of Modifiable Virtual Environments Using Serverless Computing - Extended Technical Report.

Jesse Donkervliet, Javier Ron, Junyan Li, Tiberiu Iancu, Cristina L. Abad, Alexandru Iosup

CoRR, 2023

HotCloudPerf'23 Workshop Chairs' Welcome.

Klervie Toczé, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Sign-Regularized Multi-Task Learning.

Guangji Bai, Johnny Torres, Junxiang Wang, Liang Zhao, Cristina L. Abad, Carmen Vaca

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Servo: Increasing the Scalability of Modifiable Virtual Environments Using Serverless Computing.

Jesse Donkervliet, Javier Ron, Junyan Li, Tiberiu Iancu, Cristina L. Abad, Alexandru Iosup

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

A Trace-driven Performance Evaluation of Hash-based Task Placement Algorithms for Cache-enabled Serverless Computing.

Sacheendra Talluri, Nikolas Herbst, Cristina L. Abad, Animesh Trivedi, Alexandru Iosup

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022

The State of Serverless Applications: Collection, Characterization, and Community Consensus.

Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup

IEEE Trans. Software Eng., 2022

Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications.

Joel Scheuner, Simon Eismann, Sacheendra Talluri, Erwin Van Eyk, Cristina L. Abad, Philipp Leitner, Alexandru Iosup

CoRR, 2022

2021

Methodological Principles for Reproducible Performance Evaluation in Cloud Computing.

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

IEEE Trans. Software Eng., 2021

Serverless Applications: Why, When, and How?

Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup

IEEE Softw., 2021

Serverless Computing (Dagstuhl Seminar 21201).

Cristina L. Abad, Ian T. Foster, Nikolas Herbst, Alexandru Iosup

Dagstuhl Reports, 2021

An Analysis of Distributed Systems Syllabi With a Focus on Performance-Related Topics.

Cristina L. Abad, Alexandru Iosup, Edwin F. Boza, Eduardo Ortiz-Holguin

Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

The Fourth Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf'21): Benchmarking in the Cloud.

Cristina L. Abad, Nikolas Herbst, Alexandru Uta, Alexandru Iosup

Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

Have We Reached Consensus? An Analysis of Distributed Systems Syllabi.

Cristina L. Abad, Eduardo Ortiz-Holguin, Edwin F. Boza

Proceedings of the SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021

Sizeless: predicting the optimal size of serverless functions.

Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev

Proceedings of the Middleware '21: 22nd International Middleware Conference, Québec City, Canada, December 6, 2021

2020

Seq2Seq models for recommending short text conversations.

Johnny Torres, Carmen Vaca, Luis Terán, Cristina L. Abad

Expert Syst. Appl., 2020

Serverless Applications: Why, When, and How?

Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Cristina L. Abad, Alexandru Iosup

CoRR, 2020

A Review of Serverless Use Cases and their Characteristics.

Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup

CoRR, 2020

On Implementing Autonomic Systems with a Serverless Computing Approach: The Case of Self-Partitioning Cloud Caches.

Edwin F. Boza, Xavier Andrade, Jorge Cedeno, Jorge R. Murillo, Harold Aragon, Cristina L. Abad, Andres G. Abad

Comput., 2020

3rd Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf'20): Performance Variability.

Alexandru Uta, Dmitry Duplyakin, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup

Proceedings of the ICPE '20: ACM/SPEC International Conference on Performance Engineering, 2020

Beyond Microbenchmarks: The SPEC-RG Vision for a Comprehensive Serverless Benchmark.

Erwin Van Eyk, Joel Scheuner, Simon Eismann, Cristina L. Abad, Alexandru Iosup

Proceedings of the Companion of the 2020 ACM/SPEC International Conference on Performance Engineering, 2020

2019

The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms.

Erwin Van Eyk, Alexandru Iosup, Johannes Grohmann, Simon Eismann, André Bauer, Laurens Versluis, Lucian Toader, Norbert Schmitt, Nikolas Herbst, Cristina L. Abad

IEEE Internet Comput., 2019

Workload Characterization of a Software-as-a-Service Web Application Implemented with a Microservices Architecture.

Harold Aragon, Samuel Braganza, Edwin F. Boza, Jonathan Parrales, Cristina L. Abad

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Characterization of a Big Data Storage Workload in the Cloud.

Sacheendra Talluri, Alicja Luszczak, Cristina L. Abad, Alexandru Iosup

Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

Optimizing Cloud Caches For Free: A Case for Autonomic Systems with a Serverless Computing Approach.

Xavier Andrade, Jorge Cedeno, Edwin F. Boza, Harold Aragon, Cristina L. Abad, Jorge R. Murillo

Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

A Case for Performance-Aware Deployment of Containers.

Edwin F. Boza, Cristina L. Abad, Shankaranarayanan Puzhavakath Narayanan, Bharath Balasubramanian, Minsung Jang

Proceedings of the 5th International Workshop on Container Technologies and Container Clouds, 2019

Beyond Load Balancing: Package-Aware Scheduling for Serverless Platforms.

Gabriel Aumala, Edwin F. Boza, Luis Ortiz-Avilés, Gustavo Totoy, Cristina L. Abad

Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

2018

Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges.

Nikolas Herbst, André Bauer, Samuel Kounev, Giorgos Oikonomou, Erwin Van Eyk, George Kousiouris, Athanasia Evangelinou, Rouven Krebs, Tim Brecht, Cristina L. Abad, Alexandru Iosup

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018

A SPEC RG Cloud Group's Vision on the Performance Challenges of FaaS Cloud Architectures.

Erwin Van Eyk, Alexandru Iosup, Cristina L. Abad, Johannes Grohmann, Simon Eismann

Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

Package-Aware Scheduling of FaaS Functions.

Cristina L. Abad, Edwin F. Boza, Erwin Van Eyk

Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

2017

Pandas: Robust Locality-Aware Scheduling With Stochastic Delay Optimality.

Qiaomin Xie, Mayank Pundir, Yi Lu, Cristina L. Abad, Roy H. Campbell

IEEE/ACM Trans. Netw., 2017

Dynamic Memory Partitioning for Cloud Caches with Heterogeneous Backends.

Cristina L. Abad, Andres G. Abad, Luis E. Lucio

Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

Instrumenting cloud caches for online workload monitoring: the case of online miss rate curve estimation in memcached.

Jorge R. Murillo, Gustavo Totoy, Cristina L. Abad

Proceedings of the 16th Workshop on Adaptive and Reflective Middleware, 2017

Benchmarking Key-Value Stores via Trace Replay.

Edwin F. Boza, Cesar San-Lucas, Cristina L. Abad, Jose A. Viteri

Proceedings of the 2017 IEEE International Conference on Cloud Engineering, 2017

Inferring Workflows with Job Dependencies from Distributed Processing Systems Logs.

Gladys E. Carrillo, Cristina L. Abad

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Towards a Real Time Framework for Monitoring IoT Devices for Attack Detection: Vision Paper.

Rafael I. Bonilla, Cristina L. Abad

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

What Ignites a Reply?: Characterizing Conversations in Microblogs.

Johnny Torres, Carmen Vaca, Cristina L. Abad

Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, 2017

2014

A Model-Based Namespace Metadata Benchmark for HDFS.

Cristina L. Abad, Yi Lu, Roy H. Campbell, Nathan Roberts

Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013

Generating request streams on Big Data using clustered renewal processes.

Cristina L. Abad, Mindi Yuan, Chris X. Cai, Yi Lu, Nathan Roberts, Roy H. Campbell

Perform. Evaluation, 2013

Storage-efficient data replica number computation for multi-level priority data in distributed storage systems.

Chris X. Cai, Cristina L. Abad, Roy H. Campbell

Proceedings of the 43rd Annual IEEE/IFIP Conference on Dependable Systems and Networks Workshop, 2013

Natjam: design and evaluation of eviction policies for supporting priorities and deadlines in mapreduce clusters.

Brian Cho, Muntasir Raihan Rahman, Tej Chajed, Indranil Gupta, Cristina L. Abad, Nathan Roberts, Philbert Lin

Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

2012

Metadata Traces and Workload Models for Evaluating Big Storage Systems.

Cristina L. Abad, Huong Luu, Nathan Roberts, Kihwal Lee, Yi Lu, Roy H. Campbell

Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

A storage-centric analysis of MapReduce workloads: File popularity, temporal locality and arrival patterns.

Cristina L. Abad, Nathan Roberts, Yi Lu, Roy H. Campbell

Proceedings of the 2012 IEEE International Symposium on Workload Characterization, 2012

2011

DARE: Adaptive Data Replication for Efficient Cluster Scheduling.

Cristina L. Abad, Yi Lu, Roy H. Campbell

Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

2009

Preventing ARP Cache Poisoning Attacks: A Proof of Concept using OpenWrt.

Andre P. Ortega, Xavier E. Marcos, Luis D. Chiang, Cristina L. Abad

Proceedings of the 2009 Latin American Network Operations and Management Symposium, 2009

2008

Learning through creating learning objects: experiences with a class project in a distributed systems course.

Cristina L. Abad

Proceedings of the 13th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2008

2007

An Analysis on the Schemes for Detecting and Preventing ARP Cache Poisoning Attacks.

Cristina L. Abad, Rafael Bonilla

Proceedings of the 27th International Conference on Distributed Computing Systems Workshops (ICDCS 2007 Workshops), 2007

Design of a Laboratory for an Undergraduate Distributed Systems Course.

Cristina L. Abad, Carmen Vaca

Proceedings of the 2007 International Conference on Frontiers in Education: Computer Science & Computer Engineering, 2007

2006

UCLog+ : A Security Data Management System for Correlating Alerts, Incidents, and Raw Data From Remote Logs

William Yurcik, Cristina L. Abad, Ragib Hasan, Moazzam Saleem, Shyama Sridharan

CoRR, 2006

2005

Adding Confidentiality to Application-Level Multicast by Leveraging the Multicast Overlay.

Cristina L. Abad, Indranil Gupta, William Yurcik

Proceedings of the 25th International Conference on Distributed Computing Systems Workshops (ICDCS 2005 Workshops), 2005

2004

VisFlowConnect: providing security situational awareness by visualizing network traffic flows.

Xiaoxin Yin, William Yurcik, Yifan Li, Kiran Lakkaraju, Cristina L. Abad

Proceedings of the 23rd IEEE International Performance Computing and Communications Conference, 2004

2003

Log Correlation for Intrusion Detection: A Proof of Concept.

Cristina L. Abad, Jed Taylor, Cigdem Sengul, William Yurcik, Yuanyuan Zhou, Kenneth E. Rowe

Proceedings of the 19th Annual Computer Security Applications Conference (ACSAC 2003), 2003