| 2025 | NAACL | CompAct: Compressed Activations for Memory-Efficient LLM Training. | Yara Shamshoum, Nitzan Hodos, Yuval Sieradzki, Assaf Schuster |
| 2024 | ICLR | FOSI: Hybrid First and Second Order Optimization. | Hadar Sivan, Moshe Gabel, Assaf Schuster |
| 2024 | ICML | DNCs Require More Planning Steps. | Yara Shamshoum, Nitzan Hodos, Yuval Sieradzki, Assaf Schuster |
| 2023 | SYSTOR | CCO - Cloud Cost Optimizer. | Adi Yehoshua, Ilya Kolchinsky, Assaf Schuster |
| 2022 | ICML | Coin Flipping Neural Networks. | Yuval Sieradzki, Nitzan Hodos, Gal Yehuda, Assaf Schuster |
| 2022 | ICPP | SMEGA2: Distributed Asynchronous Deep Neural Network Training With a Single Momentum Buffer. | Refael Cohen, Ido Hakimi, Assaf Schuster |
| 2022 | SIGMOD | DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing. | Adar Amir, Ilya Kolchinsky, Assaf Schuster |
| 2022 | SIGMOD | AutoMon: Automatic Distributed Monitoring for Arbitrary Multivariate Functions. | Hadar Sivan, Moshe Gabel, Assaf Schuster |
| 2022 | SIGMOD | HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing. | Maor Yankovitch, Ilya Kolchinsky, Assaf Schuster |
| 2022 | SDM | Mining Logical Arithmetic Expressions From Proper Representations. | Eitan Kosman, Ilya Kolchinsky, Assaf Schuster |
| 2021 | ICDM | LAGA: Lagged AllReduce with Gradient Accumulation for Minimal Idle Time. | Ido Hakimi, Rotem Zamir Aviv, Kfir Y. Levy, Assaf Schuster |
| 2021 | ICML | Asynchronous Distributed Learning : Adapting to Gradient Delays without Prior Knowledge. | Rotem Zamir Aviv, Ido Hakimi, Assaf Schuster, Kfir Yehuda Levy |
| 2021 | USENIX | Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism. | Saar Eliad, Ido Hakimi, Alon De Jagger, Mark Silberstein, Assaf Schuster |
| 2020 | ICLR | Gap-Aware Mitigation of Gradient Staleness. | Saar Barkai, Ido Hakimi, Assaf Schuster |
| 2020 | ICML | It's Not What Machines Can Learn, It's What We Cannot Teach. | Gal Yehuda, Moshe Gabel, Assaf Schuster |
| 2020 | SYSTOR | Memory Elasticity Benchmark. | Liran Funaro, Orna Agmon Ben-Yehuda, Assaf Schuster |
| 2019 | SIGMOD | Real-Time Multi-Pattern Detection over Event Streams. | Ilya Kolchinsky, Assaf Schuster |
| 2019 | VEE | Stochastic resource allocation. | Liran Funaro, Orna Agmon Ben-Yehuda, Assaf Schuster |
| 2018 | SYSTOR | Collusion in Cloud Computing Auctions. | Shunit Agmon, Orna Agmon Ben-Yehuda, Assaf Schuster |
| 2017 | KDD | Anarchists, Unite: Practical Entropy Approximation for Distributed Streams. | Moshe Gabel, Daniel Keren, Assaf Schuster |
| 2016 | FAST | The Devil Is in the Details: Implementing Flash Page Reuse with WOM Codes. | Fabio Margaglia, Gala Yadgar, Eitan Yaakobi, Yue Li, Assaf Schuster, Andr Brinkmann |
| 2016 | ICDCIT | Attacks in the Resource-as-a-Service (RaaS) Cloud Context. | Danielle Movsowitz, Orna Agmon Ben-Yehuda, Assaf Schuster |
| 2016 | KDD | Lightweight Monitoring of Distributed Streams. | Arnon Lazerson, Daniel Keren, Assaf Schuster |
| 2016 | SIGCOMM | Taking the Blame Game out of Data Centers Operations with NetPoirot. | Behnaz Arzani, Selim Ciraci, Boon Thau Loo, Assaf Schuster, Geoff Outhred |
| 2016 | USENIX | Ginseng: Market-Driven LLC Allocation. | Liran Funaro, Orna Agmon Ben-Yehuda, Assaf Schuster |
| 2015 | EDBT | Latent Fault Detection With Unbalanced Workloads. | Moshe Gabel, Kento Sato, Daniel Keren, Satoshi Matsuoka, Assaf Schuster |
| 2015 | FAST | Write Once, Get 50% Free: Saving SSD Erase Costs Using WOM Codes. | Gala Yadgar, Eitan Yaakobi, Assaf Schuster |
| 2015 | KDD | Monitoring Least Squares Models of Distributed Streams. | Moshe Gabel, Daniel Keren, Assaf Schuster |
| 2015 | SOSP | Virtual CPU validation. | Nadav Amit, Dan Tsafrir, Assaf Schuster, Ahmad Ayoub, Eran Shlomo |
| 2014 | ASPLOS | VSwapper: a memory swapper for virtualized environments. | Nadav Amit, Dan Tsafrir, Assaf Schuster |
| 2014 | ICCCN | Scheduling periodic real-time communication in multi-GPU systems. | Uri Verner, Avi Mendelson, Assaf Schuster |
| 2014 | ICDCN | Batch Method for Efficient Resource Sharing in Real-Time Multi-GPU Systems. | Uri Verner, Avi Mendelson, Assaf Schuster |
| 2014 | NDSS | Privacy-Preserving Distributed Stream Monitoring. | Arik Friedman, Izchak Sharfman, Daniel Keren, Assaf Schuster |
| 2014 | VEE | Ginseng: market-driven memory allocation. | Orna Agmon Ben-Yehuda, Eyal Posener, Muli Ben-Yehuda, Assaf Schuster, Ahuva Mu'alem |
| 2013 | VLDB | Communication-Efficient Distributed Online Prediction using Dynamic Model Synchronizations. | Mario Boley, Michael Kamp, Daniel Keren, Assaf Schuster, Izchak Sharfman |
| 2013 | VLDB | Communication-efficient Outlier Detection for Scale-out Systems. | Moshe Gabel, Daniel Keren, Assaf Schuster |
| 2013 | VLDB | Safe-Zones for Monitoring Distributed Streams. | Daniel Keren, Guy Sagy, Amir Abboud, David Ben-David, Izchak Sharfman, Assaf Schuster |
| 2012 | ASPLOS | ELI: bare-metal performance for I/O virtualization. | Abel Gordon, Nadav Amit, Nadav Har'El, Muli Ben-Yehuda, Alex Landau, Assaf Schuster, Dan Tsafrir |
| 2012 | DSN | Latent fault detection in large scale services. | Moshe Gabel, Assaf Schuster, Ran Gilad-Bachrach, Nikolaj S. Bjrner |
| 2012 | SIGMOD | Prediction-based geometric monitoring over distributed data streams. | Nikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis, Izchak Sharfman, Assaf Schuster |
| 2012 | SYSTOR | Scheduling processing of real-time data streams on heterogeneous multi-GPU systems. | Uri Verner, Assaf Schuster, Mark Silberstein, Avi Mendelson |
| 2011 | CloudCom | Deconstructing Amazon EC2 Spot Instance Pricing. | Orna Agmon Ben-Yehuda, Muli Ben-Yehuda, Assaf Schuster, Dan Tsafrir |
| 2011 | ICS | Processing data streams with hard real-time constraints on heterogeneous systems. | Uri Verner, Assaf Schuster, Mark Silberstein |
| 2011 | USENIX | vIOMMU: Efficient IOMMU Emulation. | Nadav Amit, Muli Ben-Yehuda, Dan Tsafrir, Assaf Schuster |
| 2010 | KDD | Data mining with differential privacy. | Arik Friedman, Assaf Schuster |
| 2009 | SC | GridBot: execution of bags of tasks in multiple grids. | Mark Silberstein, Artyom Sharov, Dan Geiger, Assaf Schuster |
| 2009 | SYSTOR | Optimistic concurrency for clusters via speculative locking. | Michael Factor, Assaf Schuster, Konstantin Shagin, Tal Zamir |
| 2008 | ICA3PP | Quasi-opportunistic Supercomputing in Grid Environments. | Valentin Kravtsov, David Carmeli, Werner Dubitzky, Ariel Orda, Assaf Schuster, Mark Silberstein, Benny Yoshpa |
| 2008 | ICCS | A Fast and Efficient Algorithm for Topology-Aware Coallocation. | Valentin Kravtsov, Martin T. Swain, Uri Dubin, Werner Dubitzky, Assaf Schuster |
| 2008 | ICDCS | MC2: Multiple Clients on a Multilevel Cache. | Gala Yadgar, Michael Factor, Kai Li, Assaf Schuster |
| 2008 | ICS | Efficient computation of sum-products on GPUs through software-managed cache. | Mark Silberstein, Assaf Schuster, Dan Geiger, Anjul Patney, John D. Owens |
| 2008 | PODS | Shape sensitive geometric monitoring. | Izchak Sharfman, Assaf Schuster, Daniel Keren |
| 2007 | ATVA | 3-Valued Circuit SAT for STE with Automatic Refinement. | Orna Grumberg, Assaf Schuster, Avi Yadgar |
| 2007 | FAST | Karma: Know-It-All Replacement for a Multilevel Cache. | Gala Yadgar, Michael Factor, Assaf Schuster |
| 2007 | ICPP | Code Compilation for an Explicitly Parallel Register-Sharing Architecture. | Alex Gontmakher, Avi Mendelson, Assaf Schuster, Gregory Shklover |
| 2007 | PPoPP | Using fine grain multithreading for energy efficient computing. | Alex Gontmakher, Avi Mendelson, Assaf Schuster |
| 2006 | HPCA | Speculative synchronization and thread management for fine granularity threads. | Alex Gontmakher, Avi Mendelson, Assaf Schuster, Gregory Shklover |
| 2006 | HPDC | Scheduling Mixed Workloads in Multi-grids: The Grid Execution Hierarchy. | Mark Silberstein, Dan Geiger, Assaf Schuster, Miron Livny |
| 2006 | HPDC | Materializing Highly Available Grids. | Mark Silberstein, Gabriel Kliot, Artyom Sharov, Assaf Schuster, Miron Livny |
| 2006 | KDD | Mining for misconfigured machines in grid systems. | Noam Palatin, Arie Leizarowitz, Assaf Schuster, Ran Wolff |
| 2006 | PODC | Veracity radius: capturing the locality of distributed computations. | Yitzhak Birk, Idit Keidar, Liran Liss, Assaf Schuster, Ran Wolff |
| 2006 | SIGMOD | A geometric approach to monitoring threshold functions over distributed data streams. | Izchak Sharfman, Assaf Schuster, Daniel Keren |
| 2005 | ATVA | Verifying Very Large Industrial Circuits Using 100 Processes and Beyond. | Limor Fix, Orna Grumberg, Amnon Heyman, Tamir Heyman, Assaf Schuster |
| 2005 | DCOSS | A Local Facility Location Algorithm for Sensor Networks. | Denis Krivitski, Assaf Schuster, Ran Wolff |
| 2005 | HPDC | GWiQ-P: an efficient decentralized grid-wide quota enforcement protocol. | Kfir Karmon, Liran Liss, Assaf Schuster |
| 2005 | PPoPP | Scaling model checking of dataraces using dynamic information. | Ohad Shacham, Mooly Sagiv, Assaf Schuster |
| 2005 | SDM | Decision Tree Induction in High Dimensional, Hierarchically Distributed Databases. | Amir Bar-Or, Ran Wolff, Assaf Schuster, Daniel Keren |
| 2004 | CCGRID | Privacy-preserving association rule mining in large-scale distributed systems. | Assaf Schuster, Ran Wolff, Bobi Gilburd |
| 2004 | EuroPar | Distributed Shared Memory: To Relax or Not to Relax? | Vadim Iosevich, Assaf Schuster |
| 2004 | FMCAD | Memory Efficient All-Solutions SAT Solver and Its Application for Reachability Analysis. | Orna Grumberg, Assaf Schuster, Avi Yadgar |
| 2004 | HPDC | Privacy-Preserving Data Mining on Data Grids in the Presence of Malicious Participants. | Bobi Gilburd, Assaf Schuster, Ran Wolff |
| 2004 | ICS | A comparison of sequential consistency with home-based lazy release consistency for software distributed shared memory. | Vadim Iosevich, Assaf Schuster |
| 2004 | KDD | k-TTP: a new privacy model for large-scale distributed environments. | Bobi Gilburd, Assaf Schuster, Ran Wolff |
| 2004 | OOPSLA | Instrumentation of standard libraries in object-oriented languages: the twin class hierarchy approach. | Michael Factor, Assaf Schuster, Konstantin Shagin |
| 2004 | PDPTA | A Service-Centric Perspective for Data Mining in Complex Problem Solving Environments. | Vlado Stankovski, Michael May, Jrgen Franke, Assaf Schuster, Damian McCourt, Werner Dubitzky |
| 2003 | CAV | A Work-Efficient Distributed Algorithm for Reachability Analysis. | Orna Grumberg, Tamir Heyman, Assaf Schuster |
| 2003 | CLUSTER | JavaSplit: A Runtime for Execution of Monolithic Java Programs on Heterogeneous Collections of Commodity Workstations. | Michael Factor, Assaf Schuster, Konstantin Shagin |
| 2003 | EuroPar | A Transparent Software Distributed Shared Memory. | Emil-Dan Kohn, Assaf Schuster |
| 2003 | HOTI | Efficient exploitation of kernel access to Infiniband: a software DSM example. | Liran Liss, Yitzhak Birk, Assaf Schuster |
| 2003 | ICDM | A High-Performance Distributed Algorithm for Mining Association Rules. | Assaf Schuster, Ran Wolff, Dan Trock |
| 2003 | ICDM | Association Rule Mining in Peer-to-Peer Systems. | Ran Wolff, Assaf Schuster |
| 2003 | PPoPP | Efficient on-the-fly data race detection in multihreaded C++ programs. | Eli Pozniansky, Assaf Schuster |
| 2001 | CAV | Distributed Symbolic Model Checking for µ-Calculus. | Orna Grumberg, Tamir Heyman, Assaf Schuster |
| 2001 | SIGMOD | Communication Efficient Distributed Mining of Association Rules. | Assaf Schuster, Ran Wolff |
| 2000 | CAV | Achieving Scalability in Parallel Reachability Analysis of Very Large Circuits. | Tamir Heyman, Daniel Geist, Orna Grumberg, Assaf Schuster |
| 2000 | FMCAD | Scalable Distributed On-the-Fly Symbolic Model Checking. | Shoham Ben-David, Tamir Heyman, Orna Grumberg, Assaf Schuster |
| 1999 | EuroPar | Symphony: Managing Virtual Servers in the Global Village. | Roy Friedman, Assaf Schuster, Ayal Itzkovitz, Eli Biham, Erez Hadad, Vladislav Kalinovsky, Sergey Kleyman, Roman Vitenberg |
| 1999 | ICPP | Dynamic Adaptation of Sharing Granularity in DSM Systems. | Ayal Itzkovitz, Nitzan Niv, Assaf Schuster |
| 1999 | OSDI | MultiView and Millipage - Fine-Grain Sharing in Page-Based DSMs. | Ayal Itzkovitz, Assaf Schuster |
| 1998 | HiPC | Broadcasting on a budget in the multi-service communication model. | Gene Itkis, Ilan Newman, Assaf Schuster |
| 1997 | ESA | Collecting Garbage Pages in a Distributed Shared Memory with Reduced Memory and Communication Overhead. | Dmitry Kogan, Assaf Schuster |
| 1997 | HiPC | Single step undirected reconfigurable networks. | Yosi Ben-Asher, Assaf Schuster |
| 1997 | HIPS | Supporting multiple parallel programming paradigms on top of the Millipede virtual parallel machine. | Ayal Itzkovitz, Assaf Schuster, Lea Shalev |
| 1996 | ESA | A Lower Bound for Nearly Minimal Adaptive and Hot Potato Algorithms. | Ishai Ben-Aroya, Donald D. Chinn, Assaf Schuster |
| 1996 | EuroPar | Millipede: Easy Parallel Programming in Available Distributed Environments (Extended Abstract). | Roy Friedman, Maxim Goldin, Ayal Itzkovitz, Assaf Schuster |
| 1995 | ESA | Self-Simulation for the Passive Optical Star Model. | Pascal Berthom, Th. Duboux, Torben Hagerup, Ilan Newman, Assaf Schuster |
| 1994 | CC | Implementing 2DT on a Multiprocessor. | Yosi Ben-Asher, Gudula Rnger, Reinhard Wilhelm, Assaf Schuster |
| 1994 | ESA | Greedy Hot-Potato Routing on the Mesh. | Ishai Ben-Aroya, Assaf Schuster |
| 1994 | PODC | Potential Function Analysis of Greedy Hot-Potato Routing. | Amir Ben-Dor, Shai Halevi, Assaf Schuster |
| 1993 | ESA | Efficient Self Simulation Algorithms for Reconfigurable Arrays. | Yosi Ben-Asher, Dan Gordon, Assaf Schuster |
| 1991 | ICALP | The POwer of Reconfiguration. | Yosi Ben-Asher, David Peleg, Rajiv Ramaswami, Assaf Schuster |
| 1989 | ISCA | 2-D SIMD Algorithms in the Perfect Shuffle Networks. | Yosi Ben-Asher, David Egozi, Assaf Schuster |