Moshe Gabel

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 37

Top Topics

Multivariate Time Series

Data Management Systems

Reinforcement Learning

Outlier Detection

Top Venues

PerCom Workshops

Publications

Hadar Sivan, Moshe Gabel, Assaf Schuster
FOSI: Hybrid First and Second Order Optimization. ICLR (2024)
Maryam Ebrahimi, Alexandre da Silva Veith, Moshe Gabel, Eyal de Lara
PORTEND: A Joint Performance Model for Partitioned Early-Exiting DNNs. ICPADS (2023)
Hadar Sivan, Moshe Gabel, Assaf Schuster
FOSI: Hybrid First and Second Order Optimization. CoRR (2023)
Seyed Hossein Mortazavi, Mohammad Salehe, Moshe Gabel, Eyal de Lara
Data Management Systems for the Hierarchical Edge. GetMobile Mob. Comput. Commun. 27 (2) (2023)
James Gleeson, Daniel Snider, Yvonne Yang, Moshe Gabel, Eyal de Lara, Gennady Pekhimenko
Optimizing Data Collection in Deep Reinforcement Learning. CoRR (2022)
Maryam Ebrahimi, Alexandre da Silva Veith, Moshe Gabel, Eyal de Lara
Combining DNN partitioning and early exit. EdgeSys@EuroSys (2022)
Jun Lin Chen, Daniyal Liaqat, Moshe Gabel, Eyal de Lara
Starlight: Fast Container Provisioning on the Edge and over the WAN. NSDI (2022)
Brian Ramprasad, Pritish Mishra, Myles Thiessen, Hongkai Chen, Alexandre da Silva Veith, Moshe Gabel, Oana Balmau, Abelard Chow, Eyal de Lara
Shepherd: Seamless Stream Processing on the Edge. SEC (2022)
Hadar Sivan, Moshe Gabel, Assaf Schuster
AutoMon: Automatic Distributed Monitoring for Arbitrary Multivariate Functions. SIGMOD Conference (2022)
Salaar Liaqat, Daniyal Liaqat, Tatiana Son, Andrea Gershon, Moshe Gabel, Robert Wu, Eyal de Lara
Hindsight is 20/20: Retrospective Lessons for Conducting Longitudinal Wearable Sensing Studies. PerCom Workshops (2022)
Tina Sedaghat, Salaar Liaqat, Daniyal Liaqat, Robert Wu, Andrea Gershon, Tatiana Son, Tiago H. Falk, Moshe Gabel, Alex Mariakakis, Eyal de Lara
Unobtrusive Monitoring of COPD Patients using Speech Collected from Smartwatches in the Wild. PerCom Workshops (2022)
Daniyal Liaqat, Salaar Liaqat, Jun Lin Chen, Tina Sedaghat, Moshe Gabel, Frank Rudzicz, Eyal de Lara
Coughwatch: Real-World Cough Detection using Smartwatches. ICASSP (2021)
Gala Yadgar, Moshe Gabel, Shehbaz Jaffer, Bianca Schroeder
SSD-based Workload Characteristics and Their Performance Implications. ACM Trans. Storage 17 (1) (2021)
James Gleeson, Srivatsan Krishnan, Moshe Gabel, Vijay Janapa Reddi, Eyal de Lara, Gennady Pekhimenko
RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads. CoRR (2021)
James Gleeson, Moshe Gabel, Gennady Pekhimenko, Eyal de Lara, Srivatsan Krishnan, Vijay Janapa Reddi
RL-Scope: Cross-stack Profiling for Deep Reinforcement Learning Workloads. MLSys (2021)
Abhishek Tiwari, Salaar Liaqat, Daniyal Liaqat, Moshe Gabel, Eyal de Lara, Tiago H. Falk
Remote COPD Severity and Exacerbation Detection Using Heart Rate and Activity Data Measured from a Wearable Device. EMBC (2021)
Ishita Ray, Daniyal Liaqat, Moshe Gabel, Eyal de Lara
Skin tone, Confidence, and Data Quality of Heart Rate Sensing in WearOS Smartwatches. PerCom Workshops (2021)
Caleb Phillips, Daniyal Liaqat, Moshe Gabel, Eyal de Lara
WristO2: Reliable Peripheral Oxygen Saturation Readings from Wrist-Worn Pulse Oximeters. PerCom Workshops (2021)
Brian Ramprasad, Alexandre da Silva Veith, Moshe Gabel, Eyal de Lara
Sustainable Computing on the Edge: A System Dynamics Perspective. HotMobile (2021)
Yuval Alfassi, Moshe Gabel, Gal Yehuda, Daniel Keren
A Distance-Based Scheme for Reducing Bandwidth in Distributed Geometric Monitoring. ICDE (2021)
Jun Lin Chen, Daniyal Liaqat, Moshe Gabel, Eyal de Lara
Poster: An Accelerator for Fast Container-based Applications Deployment on the Edge. SEC (2020)
Gal Yehuda, Moshe Gabel, Assaf Schuster
It's Not What Machines Can Learn, It's What We Cannot Teach. CoRR (2020)
Gal Yehuda, Moshe Gabel, Assaf Schuster
It's Not What Machines Can Learn, It's What We Cannot Teach. ICML (2020)
Hadar Sivan, Moshe Gabel, Assaf Schuster
Incremental Sensitivity Analysis for Kernelized Models. ECML/PKDD (2) (2020)
Christina Christodoulakis, Eric Munson, Moshe Gabel, Angela Demke Brown, Renée J. Miller
Pytheas: Pattern-based Table Discovery in CSV Files. Proc. VLDB Endow. 13 (11) (2020)
Seyed Hossein Mortazavi, Mohammad Salehe, Moshe Gabel, Eyal de Lara
Feather: Hierarchical Querying for the Edge. SEC (2020)
Ido Hakimi, Saar Barkai, Moshe Gabel, Assaf Schuster
Taming Momentum in a Distributed Asynchronous Environment. CoRR (2019)
Caleb Phillips, Daniyal Liaqat, Moshe Gabel, Eyal de Lara
Wrist02 - Reliable Peripheral Oxygen Saturation Readings from Wrist-Worn Pulse Oximeters. CoRR (2019)
Hadar Sivan, Moshe Gabel, Assaf Schuster
Online Linear Models for Edge Computing. ECML/PKDD (1) (2019)
Daniyal Liaqat, Mohamed Abdalla, Pegah Abed-Esfahani, Moshe Gabel, Tatiana Son, Robert Wu, Andrea Gershon, Frank Rudzicz, Eyal de Lara
WearBreathing: Real World Respiratory Rate Monitoring Using Smartwatches. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (2) (2019)
Abhishek Tiwari, Brian Ramprasad, Seyed Hossein Mortazavi, Moshe Gabel, Eyal de Lara
Reconfigurable Streaming for the Mobile Edge. HotMobile (2019)
Igor Kviatkovsky, Moshe Gabel, Ehud Rivlin, Ilan Shimshoni
On the Equivalence of the LC-KSVD and the D-KSVD Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 39 (2) (2017)
Moshe Gabel, Daniel Keren, Assaf Schuster
Anarchists, Unite: Practical Entropy Approximation for Distributed Streams. KDD (2017)
Arnon Lazerson, Moshe Gabel, Daniel Keren, Assaf Schuster
One for All and All for One: Simultaneous Approximation of Multiple Functions over Distributed Streams. DEBS (2017)
Gala Yadgar, Moshe Gabel
Avoiding the Streetlight Effect: I/O Workload Analysis with SSDs in Mind. HotStorage (2016)
Moshe Gabel, Daniel Keren, Assaf Schuster
Monitoring Least Squares Models of Distributed Streams. KDD (2015)
Moshe Gabel, Kento Sato, Daniel Keren, Satoshi Matsuoka, Assaf Schuster
Latent Fault Detection With Unbalanced Workloads. EDBT/ICDT Workshops (2015)
Moshe Gabel, Assaf Schuster, Daniel Keren
Communication-Efficient Distributed Variance Monitoring and Outlier Detection for Multivariate Time Series. IPDPS (2014)
Moshe Gabel, Daniel Keren, Assaf Schuster
Communication-efficient Outlier Detection for Scale-out Systems. BD3@VLDB (2013)
Moshe Gabel, Assaf Schuster, Ran Gilad-Bachrach, Nikolaj Bjørner
Latent fault detection in large scale services. DSN (2012)
Moshe Gabel, Ran Gilad-Bachrach, Erin Renshaw, Assaf Schuster
Full body gait analysis with Kinect. EMBC (2012)