Department of Computer Science
The Emory SimBioSys Lab is a partnership of computer science researchers studying Distributed Systems, Data Science, and their intersections. Our projects span smarter cache system, computational epidemiology, distributed end-to-end tracing, storage systems analysis, computer security, biologically plausible neural networks, and the theory of learning. We particularly care about projects with societal impact.
News and Events
01/26/2024 Yazhuo Zhang's work on caches highlighted in the news!
01/10/2024 HackerNews, TLDR newsletter, and various other outlets are going wild over the Yazhuo Zhang's SIEVE paper, very cool!
11/03/2023 Simple and beautiful cache algorithm that's better than LRU by Yazhuo Zhang et al. will appear in NSDI 2024!
09/01/2023 Excited that Yazhuo Zhang's collaboration on S3LRU, first presented in HotOS 2023, will be presented at SOSP 2023!
06/20/2023 The LatenSeer "what-if" for latency project will appear in SOCC 2023. Congratulations!
11/01/2022 A collaboration on "EVStore: Scaling Embedding Tables for Deep Recommendation Systems" with collagues at the University of Chicago produces an ASPLOS 2023 paper. Vancouver, ahoy!
09/01/2022 Reza Karimi heads to DataDog after 5 great years at Emory. Congratulations Reza!
07/11/2022 Our paper The Benefit of Hindsight: Tracing Edge-Cases in Distributed Systems is accepted to NSDI 2023!
07/01/2022 Gary Vestal is selected to be a continuing ORISE fellow with the CDC. Woot!
06/11/2022 Dynamic Network Anomaly Modeling of Cell-Phone Call Detail Records for Infectious Disease Surveillance receives Best Paper Award at KDD 2022 (Health Day track).
06/01/2022 Prof. Wildani and Vishwanath Seshagiri publish Identifying Mismatches Between Microservice Testbeds and Industrial Perceptions of Microservices in JSys 2022. Congrats!
03/09/2022 The lab's patented KeyStrike technology wins Emory University’s Innovation of 2022. Congratulations to all involved!
11/08/2021 Lei Zhang defended his PhD dissertation "Measurement and Analysis Methods of Performance Problems in Distributed Systems". Congratulations Dr. Zhang! Lei next heads to Princeton University for a post-doc.
11/03/2021 Prof. El-Sayed's paper "OLTP In Real Life: A Large-scale Study of Database Behavior in Modern Online Retail" is presented at MASCOTS 2021.
09/01/2021 Gary Vestal is awarded an ORISE fellowship to work on foodborne pathogens with the CDC. Congratulations Gary!
06/22/2021 Profs. Wildani and Vigfusson host a Tracing Jamboree! workshop for distributed end-to-end tracing researchers.
06/01/2021 Prof. Vigfusson is promoted to Associate Professor.
04/03/2021 Syndis, the penetration testing company co-founded by Prof. Vigfusson in 2013, is acquired.
02/15/2021 An extensive paper around our multiplicity-of-infection methods for malaria surveillance in high-transmissions areas in collaboration with the CDC is published in the Malaria Journal.
01/25/2021 "Cell-phone traces reveal infection-associated behavioral change" appears in the PNAS journal.
11/04/2020 Our paper "Serving DNNs like Clockwork: Performance Predictability from the Bottom Up" receives a Distinguished Artifact Award at OSDI 2020!
08/15/2020 Reza Karimi and Prof. Ymir Vigfusson's paper "Serving DNNs like Clockwork: Performance Predictability from the Bottom Up" will appear at OSDI 2020.
06/10/2020 Congratulations to Caleb Ziems for receiving Best Paper Honorable Mention at ICWSM 2020!
06/09/2020 Congratulations to Lei Zhang and Reza Karimi for winning the Best Student Paper Award at SIGMETRICS 2020!
05/03/2020 Pranav Bhandari and Prof. Avani Wildani have their paper exploring "Desperately Seeking ... Optimal Multi-Tier Cache Configurations" as well as a poster on "Can Microservices Drive a Renaissance in Workload-Aware Storage Management?" accepted to HotStorage 2020.
05/03/2020 Lei Zhang and Prof. Ymir Vigfusson's paper on determining "When is the Cache Warm? Manufacturing a Rule of Thumb" is accepted to HotCloud 2020.
04/07/2020 Si Chen, Jianqiao Liu, and Prof. Avani Wildani have their paper on Census: Counting Interleaved Workloads on Shared Storage is accepted to Mass Storage (MSST) 2020.
03/27/2020 Dr. Sergio Gramacho successfully defended his Ph.D. dissertation on "Autonomic Formation of Wireless Mesh Networks", advised by Prof. Avani Wildani. Congratulations Dr. Gramacho!
03/17/2020 Caleb Ziems and Prof. Ymir Vigfusson's collaboration on cyberbullying with USC results in the paper "Aggressive, Repetitive, Intentional, Visible, and Imbalanced: Refining Representations for Cyberbullying Classification" being accepted to the 14th International Conference on Web and Social Media (ICWSM) 2020.
02/18/2020 Sergio Gramacho and Prof. Avani Wildani's research into "Autonomic Formation of Wireless Mesh Networks" receives an "Innovation of 2019" award by the Emory Office of Technology Transfer (OTT).
02/10/2020 Sergio Gramacho and Prof. Avani Wildani's paper on Autonomic Formation of Large-Scale Wireless Mesh Networks is accepted to Netsoft 2020.
02/02/2020 Our paper on Optimal Data Placement for Heterogeneous Cache, Memory, and Storage Systems is accepted to SIGMETRICS 2020. Check out Lei's presentation.
01/20/2020 Prof. Ymir Vigfusson's collaboration around detecting Influenza using cell phone metadata publishes the paper "Flying, phones and flu: Anonymized call records suggest that Keflavik International Airport introduced pandemic H1N1 into Iceland in 2009" in the Wiley Journal of Influenza and Other Respiratory Diseases.
11/17/2019 Prof. Nosayba El-Sayed's presents Spread-n-share: improving application performance and cluster throughput with resource-aware job placement at SC'19.
10/27/2019 Reza Karimi's collaboration with MPI-SWS on Clockwork: Letting the Cloud Serve DNN Inferences With Ruthless Efficiency presented at Workshop in AI Systems at SOSP '19.
02/25/2019 Prof. Nosayba El-Sayed's paper on Automatic, application-aware I/O forwarding resource allocation presented at FAST'19.
02/25/2019 Prof. Ymir Vigfusson gives a tutorial at FAST'19 on "Caches in the Modern Memory Hierarchy with Persistent Memory and Flash".
02/13/2019 Dr. Hobin Yoon defended his PhD dissertation on "Cost-configurable Cloud Storage System Architecture Designs", co-advised by Prof. Ymir Vigfusson.
11/12/2018 Si Chen and Prof. Avani Wildani presented their paper, "Chasing the Signal: Statistically Separating Multi-Tenant I/O Workloads" at the NIPS 2018 Workshop on Machine Learning for Systems.
09/25/2018 Prof. Avani Wildani co-chaired MASCOTS'18 in Milwaukee,WI.
09/01/2018 Prof. Avani Wildani was awarded a URC Grant to study data management and imputation for modeling air pollution using aerosol optical depth.
03/12/2018 Prof. Ymir Vigfusson gave a tutorial at NVME'18 in UCSD.
02/14/2018 Prof. Ymir Vigfusson talked at FAST'18 Tutorial on "Caches for the Persistent Memory and Flash Era".
02/14/2018 Pranav Bhandari presented at FAST'18 on "Automated Metric Extractor for Filesystem Traces".