Assaf Schuster

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 56

Top Venues

Publications

Hadar Sivan, Moshe Gabel, Assaf Schuster
FOSI: Hybrid First and Second Order Optimization. ICLR (2024)
Yara Shamshoum, Nitzan Hodos, Yuval Sieradzki, Assaf Schuster
DNCs Require More Planning Steps. CoRR (2024)
Leonardo Cotta, Gal Yehuda, Assaf Schuster, Chris J. Maddison
Probabilistic Invariant Learning with Randomized Linear Classifiers. CoRR (2023)
Hadar Sivan, Moshe Gabel, Assaf Schuster
FOSI: Hybrid First and Second Order Optimization. CoRR (2023)
Leonardo Cotta, Gal Yehuda, Assaf Schuster, Chris J. Maddison
Probabilistic Invariant Learning with Randomized Linear Classifiers. NeurIPS (2023)
Adi Yehoshua, Ilya Kolchinsky, Assaf Schuster
CCO - Cloud Cost Optimizer. SYSTOR (2023)
Refael Cohen, Ido Hakimi, Assaf Schuster
SMEGA2: Distributed Asynchronous Deep Neural Network Training With a Single Momentum Buffer. ICPP (2022)
Reyad Abed Elrazik, Robert Robere, Assaf Schuster, Gal Yehuda
Pseudorandom Self-Reductions for NP-Complete Problems. ITCS (2022)
Yuval Sieradzki, Nitzan Hodos, Gal Yehuda, Assaf Schuster
Coin Flipping Neural Networks. CoRR (2022)
Hadar Sivan, Moshe Gabel, Assaf Schuster
AutoMon: Automatic Distributed Monitoring for Arbitrary Multivariate Functions. SIGMOD Conference (2022)
Maor Yankovitch, Ilya Kolchinsky, Assaf Schuster
HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing. SIGMOD Conference (2022)
Eitan Kosman, Ilya Kolchinsky, Assaf Schuster
Mining Logical Arithmetic Expressions From Proper Representations. SDM (2022)
Guy Shapira, Assaf Schuster
Unsupervised Frequent Pattern Mining for CEP. CoRR (2022)
Adar Amir, Ilya Kolchinsky, Assaf Schuster
DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing. SIGMOD Conference (2022)
Yuval Sieradzki, Nitzan Hodos, Gal Yehuda, Assaf Schuster
Coin Flipping Neural Networks. ICML (2022)
Reyad Abed Elrazik, Robert Robere, Assaf Schuster, Gal Yehuda
Pseudorandom Self-Reductions for NP-Complete Problems. Electron. Colloquium Comput. Complex. 28 (2021)
Saar Eliad, Ido Hakimi, Alon De Jagger, Mark Silberstein, Assaf Schuster
Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism. USENIX Annual Technical Conference (2021)
Ido Hakimi, Rotem Zamir Aviv, Kfir Y. Levy, Assaf Schuster
LAGA: Lagged AllReduce with Gradient Accumulation for Minimal Idle Time. ICDM (2021)
Rotem Zamir Aviv, Ido Hakimi, Assaf Schuster, Kfir Yehuda Levy
Asynchronous Distributed Learning : Adapting to Gradient Delays without Prior Knowledge. ICML (2021)
Rotem Zamir Aviv, Ido Hakimi, Assaf Schuster, Kfir Y. Levy
Learning Under Delayed Feedback: Implicitly Adapting to Gradient Delays. CoRR (2021)
Koral Chapnik, Ilya Kolchinsky, Assaf Schuster
DARLING: Data-Aware Load Shedding in Complex Event Processing Systems. Proc. VLDB Endow. 15 (3) (2021)
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)
Liran Funaro, Orna Agmon Ben-Yehuda, Assaf Schuster
Memory Elasticity Benchmark. SYSTOR (2020)
Hadar Sivan, Moshe Gabel, Assaf Schuster
Incremental Sensitivity Analysis for Kernelized Models. ECML/PKDD (2) (2020)
Saar Barkai, Ido Hakimi, Assaf Schuster
Gap-Aware Mitigation of Gradient Staleness. ICLR (2020)
Liran Funaro, Orna Agmon Ben-Yehuda, Assaf Schuster
Efficient Multi-resource, Multi-unit VCG Auction. GECON (2019)
Ido Hakimi, Saar Barkai, Moshe Gabel, Assaf Schuster
Taming Momentum in a Distributed Asynchronous Environment. CoRR (2019)
Michael Kamp, Mario Boley, Michael Mock, Daniel Keren, Assaf Schuster, Izchak Sharfman
Adaptive Communication Bounds for Distributed Online Learning. CoRR (2019)
Hadar Sivan, Moshe Gabel, Assaf Schuster
Online Linear Models for Edge Computing. ECML/PKDD (1) (2019)
Liran Funaro, Orna Agmon Ben-Yehuda, Assaf Schuster
Stochastic resource allocation. VEE (2019)
Ilya Kolchinsky, Assaf Schuster
Real-Time Multi-Pattern Detection over Event Streams. SIGMOD Conference (2019)
Saar Barkai, Ido Hakimi, Assaf Schuster
Gap Aware Mitigation of Gradient Staleness. CoRR (2019)
Ran Bernstein, Margarita Osadchy, Daniel Keren, Assaf Schuster
LDA classifier monitoring in distributed streaming systems. J. Parallel Distributed Comput. 123 (2019)
Alfredo Cuzzocrea, Assaf Schuster, Gianni Viardo Vercelli, Massimiliano Nolich
Privacy-Preserving OLAP-Based Monitoring of Data Streams: The PP-OMDS Approach. SEBD (2019)
Liran Funaro, Orna Agmon Ben-Yehuda, Assaf Schuster
Efficient Multi-Resource, Multi-Unit VCG Auction. CoRR (2019)
Gala Yadgar, Eitan Yaakobi, Fabio Margaglia, Yue Li, Alexander Yucovich, Nachum Bundak, Lior Gilon, Nir Yakovi, Assaf Schuster, André Brinkmann
An Analysis of Flash Page Reuse With WOM Codes. ACM Trans. Storage 14 (1) (2018)
Ilya Kolchinsky, Assaf Schuster
Efficient Adaptive Detection of Complex Event Patterns. CoRR (2018)
Shunit Agmon, Orna Agmon Ben-Yehuda, Assaf Schuster
Collusion in Cloud Computing Auctions. SYSTOR (2018)
Alfredo Cuzzocrea, Assaf Schuster, Gianni Viardo Vercelli
PP-OMDS: An Effective and Efficient Framework for Supporting Privacy-Preserving OLAP-based Monitoring of Data Streams. ICEIS (1) (2018)
Shunit Agmon, Orna Agmon Ben-Yehuda, Assaf Schuster
Preventing Collusion in Cloud Computing Auctions. GECON (2018)
Ilya Kolchinsky, Assaf Schuster
Efficient Adaptive Detection of Complex Event Patterns. Proc. VLDB Endow. 11 (11) (2018)
Ilya Kolchinsky, Assaf Schuster
Join Query Optimization Techniques for Complex Event Processing Applications. Proc. VLDB Endow. 11 (11) (2018)
Shay Nachum, Assaf Schuster, Opher Etzion
Detection in the Dark - Exploiting XSS Vulnerability in C&C Panels to Detect Malwares. CSCML (2018)
Arnon Lazerson, Daniel Keren, Assaf Schuster
Lightweight Monitoring of Distributed Streams. ACM Trans. Database Syst. 43 (2) (2018)
Ilya Kolchinsky, Assaf Schuster
Join Query Optimization Techniques for Complex Event Processing Applications. CoRR (2018)
Uri Verner, Avi Mendelson, Assaf Schuster
Extending Amdahl's Law for Multicores with Turbo Boost. IEEE Comput. Archit. Lett. 16 (1) (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)
Arnon Lazerson, Daniel Keren, Assaf Schuster
Lightweight Monitoring of Distributed Streams. KDD (2016)
Nadav Amit, Abel Gordon, Nadav Har'El, Muli Ben-Yehuda, Alex Landau, Assaf Schuster, Dan Tsafrir
Bare-metal performance for virtual machines with exitless interrupts. Commun. ACM 59 (1) (2016)
Ilya Kolchinsky, Assaf Schuster, Danny Keren
Efficient Detection of Complex Event Patterns Using Lazy Chain Automata. CoRR (2016)
Liran Funaro, Orna Agmon Ben-Yehuda, Assaf Schuster
Ginseng: Market-Driven LLC Allocation. USENIX Annual Technical Conference (2016)
Danielle Movsowitz, Orna Agmon Ben-Yehuda, Assaf Schuster
Attacks in the Resource-as-a-Service (RaaS) Cloud Context. ICDCIT (2016)
Fabio Margaglia, Gala Yadgar, Eitan Yaakobi, Yue Li, Assaf Schuster, André Brinkmann
The Devil Is in the Details: Implementing Flash Page Reuse with WOM Codes. FAST (2016)
Behnaz Arzani, Selim Ciraci, Boon Thau Loo, Assaf Schuster, Geoff Outhred
Taking the Blame Game out of Data Centers Operations with NetPoirot. SIGCOMM (2016)
Ran Bernstein, Tal Shafir, Rachelle Tsachor, Karen Studd, Assaf Schuster
Multitask learning for Laban movement analysis. MOCO (2015)
Nadav Amit, Dan Tsafrir, Assaf Schuster, Ahmad Ayoub, Eran Shlomo
Virtual CPU validation. SOSP (2015)
Arnon Lazerson, Izchak Sharfman, Daniel Keren, Assaf Schuster, Minos N. Garofalakis, Vasilis Samoladas
Monitoring Distributed Streams using Convex Decompositions. Proc. VLDB Endow. 8 (5) (2015)
Gala Yadgar, Roman Shor, Eitan Yaakobi, Assaf Schuster
It's Not Where Your Data Is, It's How It Got There. HotStorage (2015)
Gala Yadgar, Eitan Yaakobi, Assaf Schuster
Write Once, Get 50% Free: Saving SSD Erase Costs Using WOM Codes. FAST (2015)
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)
Ilya Kolchinsky, Izchak Sharfman, Assaf Schuster
Lazy evaluation methods for detecting complex events. DEBS (2015)
Uri Verner, Avi Mendelson, Assaf Schuster
Batch Method for Efficient Resource Sharing in Real-Time Multi-GPU Systems. ICDCN (2014)
Luk Knapen, Ansar-Ul-Haque Yasar, Sungjin Cho, Daniel Keren, Abed Abu Dbai, Tom Bellemans, Davy Janssens, Geert Wets, Assaf Schuster, Izchak Sharfman, Kanishka Bhaduri
Exploiting graph-theoretic tools for matching in carpooling applications. J. Ambient Intell. Humaniz. Comput. 5 (3) (2014)
Michael Kamp, Mario Boley, Daniel Keren, Assaf Schuster, Izchak Sharfman
Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization. ECML/PKDD (1) (2014)
Moshe Gabel, Assaf Schuster, Daniel Keren
Communication-Efficient Distributed Variance Monitoring and Outlier Detection for Multivariate Time Series. IPDPS (2014)
Nikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis, Izchak Sharfman, Assaf Schuster
Distributed Geometric Query Monitoring Using Prediction Models. ACM Trans. Database Syst. 39 (2) (2014)
Daniel Keren, Guy Sagy, Amir Abboud, David Ben-David, Assaf Schuster, Izchak Sharfman, Antonios Deligiannakis
Monitoring Distributed, Heterogeneous Data Streams: The Emergence of Safe Zones. ICAA (2014)
Daniel Keren, Guy Sagy, Amir Abboud, David Ben-David, Assaf Schuster, Izchak Sharfman, Antonios Deligiannakis
Geometric Monitoring of Heterogeneous Streams. IEEE Trans. Knowl. Data Eng. 26 (8) (2014)
Arik Friedman, Izchak Sharfman, Daniel Keren, Assaf Schuster
Privacy-Preserving Distributed Stream Monitoring. NDSS (2014)
Nadav Amit, Dan Tsafrir, Assaf Schuster
VSwapper: a memory swapper for virtualized environments. ASPLOS (2014)
Uri Verner, Avi Mendelson, Assaf Schuster
Scheduling periodic real-time communication in multi-GPU systems. ICCCN (2014)
Orna Agmon Ben-Yehuda, Muli Ben-Yehuda, Assaf Schuster, Dan Tsafrir
The rise of RaaS: the resource-as-a-service cloud. Commun. ACM 57 (7) (2014)
Alexander Artikis, Chris Baber, Pedro Bizarro, Carlos Canudas-de-Wit, Opher Etzion, Fabiana Fournier, Paul Goulart, Andrew Howes, John Lygeros, Georgios Paliouras, Assaf Schuster, Izchak Sharfman
Scalable Proactive Event-Driven Decision Making. IEEE Technol. Soc. Mag. 33 (3) (2014)
Orna Agmon Ben-Yehuda, Eyal Posener, Muli Ben-Yehuda, Assaf Schuster, Ahuva Mu'alem
Ginseng: market-driven memory allocation. VEE (2014)
Moshe Gabel, Daniel Keren, Assaf Schuster
Communication-efficient Outlier Detection for Scale-out Systems. BD3@VLDB (2013)
Gala Yadgar, Michael Factor, Assaf Schuster
Cooperative caching with return on investment. MSST (2013)
Mario Boley, Michael Kamp, Daniel Keren, Assaf Schuster, Izchak Sharfman
Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations. BD3@VLDB (2013)
Orna Agmon Ben-Yehuda, Muli Ben-Yehuda, Assaf Schuster, Dan Tsafrir
Deconstructing Amazon EC2 Spot Instance Pricing. ACM Trans. Economics and Comput. 1 (3) (2013)
Daniel Keren, Guy Sagy, Amir Abboud, David Ben-David, Izchak Sharfman, Assaf Schuster
Safe-Zones for Monitoring Distributed Streams. BD3@VLDB (2013)
Moshe Gabel, Assaf Schuster, Ran Gilad-Bachrach, Nikolaj Bjørner
Latent fault detection in large scale services. DSN (2012)
Nikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis, Izchak Sharfman, Assaf Schuster
Prediction-based geometric monitoring over distributed data streams. SIGMOD Conference (2012)
Moshe Gabel, Ran Gilad-Bachrach, Erin Renshaw, Assaf Schuster
Full body gait analysis with Kinect. EMBC (2012)
Orna Agmon Ben-Yehuda, Assaf Schuster, Artyom Sharov, Mark Silberstein, Alexandru Iosup
ExPERT: Pareto-Efficient Task Replication on Grids and a Cloud. IPDPS (2012)
Uri Verner, Assaf Schuster, Mark Silberstein, Avi Mendelson
Scheduling processing of real-time data streams on heterogeneous multi-GPU systems. SYSTOR (2012)
Abel Gordon, Nadav Amit, Nadav Har'El, Muli Ben-Yehuda, Alex Landau, Assaf Schuster, Dan Tsafrir
ELI: bare-metal performance for I/O virtualization. ASPLOS (2012)
Daniel Keren, Ansar-Ul-Haque Yasar, Luk Knapen, Sungjin Cho, Tom Bellemans, Davy Janssens, Geert Wets, Assaf Schuster, Izchak Sharfman
Exploiting Graph-theoretic Tools for Matching and Partitioning of Agent Population in an Agent-based Model for Traffic and Transportation Applications. ANT/MobiWIS (2012)
Daniel Keren, Izchak Sharfman, Assaf Schuster, Avishay Livne
Shape Sensitive Geometric Monitoring. IEEE Trans. Knowl. Data Eng. 24 (8) (2012)
Orna Agmon Ben-Yehuda, Muli Ben-Yehuda, Assaf Schuster, Dan Tsafrir
The Resource-as-a-Service (RaaS) Cloud. HotCloud (2012)
Guy Sagy, Izchak Sharfman, Daniel Keren, Assaf Schuster
Top-k vectorial aggregation queries in a distributed environment. J. Parallel Distributed Comput. 71 (2) (2011)
Orna Agmon Ben-Yehuda, Muli Ben-Yehuda, Assaf Schuster, Dan Tsafrir
Deconstructing Amazon EC2 Spot Instance Pricing. CloudCom (2011)
Nadav Amit, Muli Ben-Yehuda, Dan Tsafrir, Assaf Schuster
vIOMMU: Efficient IOMMU Emulation. USENIX Annual Technical Conference (2011)
Uri Verner, Assaf Schuster, Mark Silberstein
Processing data streams with hard real-time constraints on heterogeneous systems. ICS (2011)
Gala Yadgar, Michael Factor, Kai Li, Assaf Schuster
Management of Multilevel, Multiclient Cache Hierarchies with Application Hints. ACM Trans. Comput. Syst. 29 (2) (2011)
Arik Friedman, Assaf Schuster
Data mining with differential privacy. KDD (2010)
Guy Sagy, Daniel Keren, Izchak Sharfman, Assaf Schuster
Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation. Proc. VLDB Endow. 4 (2) (2010)
Valentin Kravtsov, Pavel Bar, David Carmeli, Assaf Schuster, Martin T. Swain
A scheduling framework for large-scale, parallel, and topology-aware applications. J. Parallel Distributed Comput. 70 (9) (2010)
Valentin Kravtsov, Pavel Bar, David Carmeli, Assaf Schuster, Martin T. Swain
A scheduling framework for large-scale, parallel, and topology-aware applications. IPDPS (2010)

Assaf Schuster.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Assaf Schuster