Timely-Throughput Optimal Coded Computing over Cloud Networks
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[1] Salim Hariri,et al. Performance-Effective and Low-Complexity Task Scheduling for Heterogeneous Computing , 2002, IEEE Trans. Parallel Distributed Syst..
[2] Nuwan S. Ferdinand,et al. Hierarchical Coded Computation , 2018, 2018 IEEE International Symposium on Information Theory (ISIT).
[3] Lisandro Dalcin,et al. Parallel distributed computing using Python , 2011 .
[4] Leandros Tassiulas,et al. Stability properties of constrained queueing systems and scheduling policies for maximum throughput in multihop radio networks , 1990, 29th IEEE Conference on Decision and Control.
[5] Amir Salman Avestimehr,et al. Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy , 2018, AISTATS.
[6] Amir Salman Avestimehr,et al. Timely Throughput of Heterogeneous Wireless Networks: Fundamental Limits and Algorithms , 2012, IEEE Transactions on Information Theory.
[7] Vivek S. Borkar,et al. A Theory of QoS for Wireless , 2009, IEEE INFOCOM 2009.
[8] R. Srikant,et al. Stable scheduling policies for fading wireless channels , 2005, IEEE/ACM Transactions on Networking.
[9] R. Srikant,et al. Fair resource allocation in wireless networks using queue-length-based scheduling and congestion control , 2007, TNET.
[10] J. G. Dai,et al. Maximum Pressure Policies in Stochastic Processing Networks , 2005, Oper. Res..
[11] Randy H. Katz,et al. Improving MapReduce Performance in Heterogeneous Environments , 2008, OSDI.
[12] Amir Salman Avestimehr,et al. Coded Computation Over Heterogeneous Clusters , 2019, IEEE Transactions on Information Theory.
[13] Suhas N. Diggavi,et al. Straggler Mitigation in Distributed Optimization Through Data Encoding , 2017, NIPS.
[14] Y.-K. Kwok,et al. Static scheduling algorithms for allocating directed task graphs to multiprocessors , 1999, CSUR.
[15] Dimitris S. Papailiopoulos,et al. DRACO: Robust Distributed Training via Redundant Gradients , 2018, ICML 2018.
[16] Amir Salman Avestimehr,et al. Coded Computing for Distributed Graph Analytics , 2018, 2018 IEEE International Symposium on Information Theory (ISIT).
[17] Kannan Ramchandran,et al. High-dimensional coded matrix multiplication , 2017, 2017 IEEE International Symposium on Information Theory (ISIT).
[18] A. Salman Avestimehr,et al. A Fundamental Tradeoff Between Computation and Communication in Distributed Computing , 2016, IEEE Transactions on Information Theory.
[19] Mohammad Ali Maddah-Ali,et al. Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication , 2017, NIPS.
[20] R. Srikant,et al. Stochastic models of load balancing and scheduling in cloud computing clusters , 2012, 2012 Proceedings IEEE INFOCOM.
[21] Alexandros G. Dimakis,et al. Gradient Coding: Avoiding Stragglers in Distributed Learning , 2017, ICML.
[22] Jean C. Walrand,et al. Robust scheduling for flexible processing networks , 2017, Advances in Applied Probability.
[23] Donald F. Towsley,et al. Acyclic fork-join queuing networks , 1989, JACM.
[24] Parimal Parag,et al. Minimizing latency for secure distributed computing , 2017, 2017 IEEE International Symposium on Information Theory (ISIT).
[25] Mohammad Ali Maddah-Ali,et al. Coding for Distributed Fog Computing , 2017, IEEE Communications Magazine.
[26] Scott Shenker,et al. Usenix Association 10th Usenix Symposium on Networked Systems Design and Implementation (nsdi '13) 185 Effective Straggler Mitigation: Attack of the Clones , 2022 .
[27] Rizos Sakellariou,et al. Stochastic DAG scheduling using a Monte Carlo approach , 2013, J. Parallel Distributed Comput..
[28] Nima Jafari Navimipour,et al. Deadline constrained task scheduling in the cloud computing using a discrete firefly algorithm , 2017, Int. J. Next Gener. Comput..
[29] Bryan Ng,et al. Scheduling deadline constrained scientific workflows on dynamically provisioned cloud resources , 2017, Future Gener. Comput. Syst..
[30] Rajesh Sundaresan,et al. Augmenting max-weight with explicit learning for wireless scheduling with switching costs , 2017, INFOCOM 2017.
[31] A. Salman Avestimehr,et al. Communication-Aware Scheduling of Serial Tasks for Dispersed Computing , 2019, IEEE/ACM Transactions on Networking.
[32] Pulkit Grover,et al. “Short-Dot”: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products , 2017, IEEE Transactions on Information Theory.
[33] Dimitris S. Papailiopoulos,et al. DRACO: Byzantine-resilient Distributed Training via Redundant Gradients , 2018, ICML.
[34] Suhas N. Diggavi,et al. Encoded distributed optimization , 2017, 2017 IEEE International Symposium on Information Theory (ISIT).
[35] Eytan Modiano,et al. Dynamic power allocation and routing for time varying wireless networks , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).
[36] Dimitris S. Papailiopoulos,et al. Speeding up distributed machine learning using codes , 2016, ISIT.