Cristina L. Abad

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 44

Top Topics

Design Space Exploration

Cloud Computing

Top Venues

ICPE (Companion)

Publications

Panagiotis Gkikopoulos, Cristina L. Abad, Daniel Ochoa, Josef Spillner
Serverless Digital Mobility: A Case Study on Event-Triggered Passenger Counting. PerCom Workshops (2024)
Sacheendra Talluri, Nikolas Herbst, Cristina L. Abad, Tiziano De Matteis, Alexandru Iosup
ExDe: Design space exploration of scheduler architectures and mechanisms for serverless data-processing. Future Gener. Comput. Syst. 153 (2024)
Guangji Bai, Johnny Torres, Junxiang Wang, Liang Zhao, Cristina L. Abad, Carmen Vaca
Sign-Regularized Multi-Task Learning. SDM (2023)
Klervie Toczé, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup
HotCloudPerf'23 Workshop Chairs' Welcome. ICPE (Companion) (2023)
Samuel Kounev, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup, Ian T. Foster, Prashant J. Shenoy, Omer F. Rana, Andrew A. Chien
Serverless Computing: What It Is, and What It Is Not? Commun. ACM 66 (9) (2023)
Jesse Donkervliet, Javier Ron, Junyan Li, Tiberiu Iancu, Cristina L. Abad, Alexandru Iosup
Servo: Increasing the Scalability of Modifiable Virtual Environments Using Serverless Computing - Extended Technical Report. CoRR (2023)
Jesse Donkervliet, Javier Ron, Junyan Li, Tiberiu Iancu, Cristina L. Abad, Alexandru Iosup
Servo: Increasing the Scalability of Modifiable Virtual Environments Using Serverless Computing. ICDCS (2023)
Sacheendra Talluri, Nikolas Herbst, Cristina L. Abad, Animesh Trivedi, Alexandru Iosup
A Trace-driven Performance Evaluation of Hash-based Task Placement Algorithms for Cache-enabled Serverless Computing. CF (2023)
Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup
The State of Serverless Applications: Collection, Characterization, and Community Consensus. IEEE Trans. Software Eng. 48 (10) (2022)
Joel Scheuner, Simon Eismann, Sacheendra Talluri, Erwin Van Eyk, Cristina L. Abad, Philipp Leitner, Alexandru Iosup
Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications. CoRR (2022)
Cristina L. Abad, Alexandru Iosup, Edwin F. Boza, Eduardo Ortiz-Holguin
An Analysis of Distributed Systems Syllabi With a Focus on Performance-Related Topics. ICPE (Companion) (2021)
Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
Sizeless: predicting the optimal size of serverless functions. Middleware (2021)
Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup
Serverless Applications: Why, When, and How? IEEE Softw. 38 (1) (2021)
Cristina L. Abad, Eduardo Ortiz-Holguin, Edwin F. Boza
Have We Reached Consensus? An Analysis of Distributed Systems Syllabi. SIGCSE (2021)
Cristina L. Abad, Nikolas Herbst, Alexandru Uta, Alexandru Iosup
The Fourth Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf'21): Benchmarking in the Cloud. ICPE (2021)
Johnny Torres, Guangji Bai, Junxiang Wang, Liang Zhao, Carmen Vaca, Cristina L. Abad
Sign-regularized Multi-task Learning. CoRR (2021)
Cristina L. Abad, Alexandru Iosup, Edwin F. Boza, Eduardo Ortiz-Holguin
An Analysis of Distributed Systems Syllabi With a Focus on Performance-Related Topics. CoRR (2021)
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
Methodological Principles for Reproducible Performance Evaluation in Cloud Computing. IEEE Trans. Software Eng. 47 (8) (2021)
Cristina L. Abad, Ian T. Foster, Nikolas Herbst, Alexandru Iosup
Serverless Computing (Dagstuhl Seminar 21201). Dagstuhl Reports 11 (4) (2021)
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
Methodological Principles for Reproducible Performance Evaluation in Cloud Computing. SE (2020)
Cristina L. Abad, Eduardo Ortiz-Holguin, Edwin F. Boza
Have We Reached Consensus? An Analysis of Distributed Systems Syllabi. CoRR (2020)
Erwin Van Eyk, Joel Scheuner, Simon Eismann, Cristina L. Abad, Alexandru Iosup
Beyond Microbenchmarks: The SPEC-RG Vision for a Comprehensive Serverless Benchmark. ICPE Companion (2020)
Johnny Torres, Carmen Vaca, Luis Terán, Cristina L. Abad
Seq2Seq models for recommending short text conversations. Expert Syst. Appl. 150 (2020)
Simon Eismann, Long Bui, Johannes Grohmann, Cristina L. Abad, Nikolas Herbst, Samuel Kounev
Sizeless: Predicting the optimal size of serverless functions. CoRR (2020)
Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Nikolas Herbst, Cristina L. Abad, Alexandru Iosup
A Review of Serverless Use Cases and their Characteristics. CoRR (2020)
Simon Eismann, Joel Scheuner, Erwin Van Eyk, Maximilian Schwinger, Johannes Grohmann, Cristina L. Abad, Alexandru Iosup
Serverless Applications: Why, When, and How? CoRR (2020)
Edwin F. Boza, Xavier Andrade, Jorge Cedeno, Jorge R. Murillo, Harold Aragon, Cristina L. Abad, Andres G. Abad
On Implementing Autonomic Systems with a Serverless Computing Approach: The Case of Self-Partitioning Cloud Caches. Comput. 9 (1) (2020)
Alexandru Uta, Dmitry Duplyakin, Cristina L. Abad, Nikolas Herbst, Alexandru Iosup
3rd Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf'20): Performance Variability. ICPE (2020)
Sacheendra Talluri, Alicja Luszczak, Cristina L. Abad, Alexandru Iosup
Characterization of a Big Data Storage Workload in the Cloud. ICPE (2019)
Gabriel Aumala, Edwin F. Boza, Luis Ortiz-Avilés, Gustavo Totoy, Cristina L. Abad
Beyond Load Balancing: Package-Aware Scheduling for Serverless Platforms. CCGRID (2019)
Edwin F. Boza, Cristina L. Abad, Shankaranarayanan Puzhavakath Narayanan, Bharath Balasubramanian, Minsung Jang
A Case for Performance-Aware Deployment of Containers. WOC@Middleware (2019)
Erwin Van Eyk, Alexandru Iosup, Johannes Grohmann, Simon Eismann, André Bauer, Laurens Versluis, Lucian Toader, Norbert Schmitt, Nikolas Herbst, Cristina L. Abad
The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms. IEEE Internet Comput. 23 (6) (2019)
Harold Aragon, Samuel Braganza, Edwin F. Boza, Jonathan Parrales, Cristina L. Abad
Workload Characterization of a Software-as-a-Service Web Application Implemented with a Microservices Architecture. WWW (Companion Volume) (2019)
Xavier Andrade, Jorge Cedeno, Edwin F. Boza, Harold Aragon, Cristina L. Abad, Jorge R. Murillo
Optimizing Cloud Caches For Free: A Case for Autonomic Systems with a Serverless Computing Approach. FAS*W@SASO/ICAC (2019)
Cristina L. Abad, Edwin F. Boza, Erwin Van Eyk
Package-Aware Scheduling of FaaS Functions. ICPE Companion (2018)
Erwin Van Eyk, Alexandru Iosup, Cristina L. Abad, Johannes Grohmann, Simon Eismann
A SPEC RG Cloud Group's Vision on the Performance Challenges of FaaS Cloud Architectures. ICPE Companion (2018)
Nikolas Herbst, André Bauer, Samuel Kounev, Giorgos Oikonomou, Erwin Van Eyk, George Kousiouris, Athanasia Evangelinou, Rouven Krebs, Tim Brecht, Cristina L. Abad, Alexandru Iosup
Quantifying Cloud Performance and Dependability: Taxonomy, Metric Design, and Emerging Challenges. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3 (4) (2018)
Jorge R. Murillo, Gustavo Totoy, Cristina L. Abad
Instrumenting cloud caches for online workload monitoring: the case of online miss rate curve estimation in memcached. ARM@Middleware (2017)
Cristina L. Abad, Andres G. Abad, Luis E. Lucio
Dynamic Memory Partitioning for Cloud Caches with Heterogeneous Backends. ICPE (2017)
Gladys E. Carrillo, Cristina L. Abad
Inferring Workflows with Job Dependencies from Distributed Processing Systems Logs. DASC/PiCom/DataCom/CyberSciTech (2017)
Rafael I. Bonilla, Cristina L. Abad
Towards a Real Time Framework for Monitoring IoT Devices for Attack Detection: Vision Paper. DASC/PiCom/DataCom/CyberSciTech (2017)
Johnny Torres, Carmen Vaca, Cristina L. Abad
What Ignites a Reply?: Characterizing Conversations in Microblogs. BDCAT (2017)
Edwin F. Boza, Cesar San-Lucas, Cristina L. Abad, Jose A. Viteri
Benchmarking Key-Value Stores via Trace Replay. IC2E (2017)
Qiaomin Xie, Mayank Pundir, Yi Lu, Cristina L. Abad, Roy H. Campbell
Pandas: Robust Locality-Aware Scheduling With Stochastic Delay Optimality. IEEE/ACM Trans. Netw. 25 (2) (2017)
Cristina L. Abad, Yi Lu, Roy H. Campbell, Nathan Roberts
A Model-Based Namespace Metadata Benchmark for HDFS. ICAC (2014)
Cristina L. Abad, Mindi Yuan, Chris X. Cai, Yi Lu, Nathan Roberts, Roy H. Campbell
Generating request streams on Big Data using clustered renewal processes. Perform. Evaluation 70 (10) (2013)
Chris X. Cai, Cristina L. Abad, Roy H. Campbell
Storage-efficient data replica number computation for multi-level priority data in distributed storage systems. DSN Workshops (2013)
Brian Cho, Muntasir Raihan Rahman, Tej Chajed, Indranil Gupta, Cristina L. Abad, Nathan Roberts, Philbert Lin
Natjam: design and evaluation of eviction policies for supporting priorities and deadlines in mapreduce clusters. SoCC (2013)
Cristina L. Abad, Nathan Roberts, Yi Lu, Roy H. Campbell
A storage-centric analysis of MapReduce workloads: File popularity, temporal locality and arrival patterns. IISWC (2012)
Cristina L. Abad, Huong Luu, Nathan Roberts, Kihwal Lee, Yi Lu, Roy H. Campbell
Metadata Traces and Workload Models for Evaluating Big Storage Systems. UCC (2012)
Cristina L. Abad, Yi Lu, Roy H. Campbell
DARE: Adaptive Data Replication for Efficient Cluster Scheduling. CLUSTER (2011)
Andre P. Ortega, Xavier E. Marcos, Luis D. Chiang, Cristina L. Abad
Preventing ARP Cache Poisoning Attacks: A Proof of Concept using OpenWrt. LANOMS (2009)
Cristina L. Abad
Learning through creating learning objects: experiences with a class project in a distributed systems course. ITiCSE (2008)
Cristina L. Abad, Rafael Bonilla
An Analysis on the Schemes for Detecting and Preventing ARP Cache Poisoning Attacks. ICDCS Workshops (2007)
Cristina L. Abad, Carmen Vaca
Design of a Laboratory for an Undergraduate Distributed Systems Course. FECS (2007)
William Yurcik, Cristina L. Abad, Ragib Hasan, Moazzam Saleem, Shyama Sridharan
UCLog+ : A Security Data Management System for Correlating Alerts, Incidents, and Raw Data From Remote Logs CoRR (2006)
Cristina L. Abad, Indranil Gupta, William Yurcik
Adding Confidentiality to Application-Level Multicast by Leveraging the Multicast Overlay. ICDCS Workshops (2005)
Xiaoxin Yin, William Yurcik, Yifan Li, Kiran Lakkaraju, Cristina L. Abad
VisFlowConnect: providing security situational awareness by visualizing network traffic flows. IPCCC (2004)
Cristina L. Abad, Jed Taylor, Cigdem Sengul, William Yurcik, Yuanyuan Zhou, Kenneth E. Rowe
Log Correlation for Intrusion Detection: A Proof of Concept. ACSAC (2003)