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#Distributed Algorithms

Showing: 17 courses
Stanford University

Stanford Seminar - The Time-Less Datacenter

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Novel event-based protocol for datacenter communication eliminates conventional heartbeats and timeouts, enabling efficient recovery for distributed algorithms at scale and composing into graph-based distributed communications.
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17 Lesons
53 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

The Power of Randomization - Distributed Submodular Maximization on Massive Datasets

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Explore distributed algorithms for submodular maximization in machine learning, focusing on a parallel approach that achieves constant factor approximation guarantees for large-scale problems.
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17 Lesons
32 minutes
On-Demand
Free-Video
Alan Turing Institute

Privacy-Preserving Algorithms for Decentralised Collaborative Learning - Dr Aurélien Bellet

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Explore privacy-preserving algorithms for decentralized collaborative learning, focusing on large-scale machine learning, distributed methods, and privacy protection in connected device data analysis.
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14 Lesons
1 hour 18 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Deep Learning Applications by Rina Panigrahy

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Explore deep learning applications, from basic concepts to advanced techniques. Learn about neural networks, optimization methods, and real-world uses in image and speech recognition.
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50 Lesons
1 hour 26 minutes
On-Demand
Free-Video
IEEE

Streaming and Distributed Algorithms - Session 2C

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Explore cutting-edge streaming and distributed algorithms in this IEEE conference session, featuring innovative research and insights for computational efficiency in large-scale systems.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
TheIACR

Distributed Algorithms

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Explore cutting-edge distributed algorithms in cryptography, discussing recent advancements and their implications for secure, decentralized systems.
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1 Lesons
47 minutes
On-Demand
Free-Video
Simons Institute

An Introduction to Distributed, Massively Parallel, and Local Computation Algorithms

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Explore distributed, massively parallel, and local computation algorithms, focusing on their applications, challenges, and recent advancements in sublinear algorithmic techniques.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Simons Institute

Massively Parallel Algorithms for High-Dimensional Euclidean Minimum Spanning Tree

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Efficient distributed algorithms for clustering high-dimensional data using Euclidean Minimum Spanning Tree, achieving constant factor approximation in O~(loglogn) rounds of MPC model.
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1 Lesons
28 minutes
On-Demand
Free-Video
IEEE

Distributed Lower Bounds for Ruling Sets

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Explore deterministic and randomized algorithms for distributed ruling sets, focusing on lower bounds, round elimination techniques, and open questions in the field.
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15 Lesons
22 minutes
On-Demand
Free-Video
IEEE

Deterministic Distributed Expander Decomposition Routing with Applications in Distributed Derandomization

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Explore deterministic distributed algorithms for expander decompositions and routing, with applications in derandomization. Learn about balanced sparse cut algorithms and recursive techniques.
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9 Lesons
23 minutes
On-Demand
Free-Video
Joint Mathematics Meetings

Descriptive Combinatorics and Distributed Algorithms

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Explore connections between descriptive combinatorics and distributed algorithms, focusing on graph coloring problems and their applications in mathematics and computer science.
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11 Lesons
57 minutes
On-Demand
Free-Video
USENIX

Weeks of Debugging Can Save You Hours of TLA+

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Explore TLA+ for reliable system design through a hands-on approach, solving a subtle concurrency issue to demonstrate its power in preventing critical failures and reducing debugging time.
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1 Lesons
39 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Distributed Computation with WASM and WASI

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Explore WASI-data for distributed computation, enabling portable WASM modules for analytics. Learn about its design, implementation, and potential to revolutionize data processing systems.
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13 Lesons
28 minutes
On-Demand
Free-Video
USENIX

Beaver: Practical Partial Snapshots for Distributed Cloud Services

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Innovative protocol for capturing partial snapshots in distributed cloud services, ensuring causal consistency without disrupting operations. Leverages load balancers for minimal changes and near-zero overhead.
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1 Lesons
15 minutes
On-Demand
Free-Video
Simons Institute

Parallel Algorithms for Local Problems in Sparse Graphs

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Explore efficient parallel algorithms for locally checkable problems in sparse graphs, focusing on techniques beyond graph sparsification for improved performance in sublinear regimes.
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1 Lesons
36 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Federated Learning with Communication Constraints: Challenges and Recent Results

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Explore federated learning optimization with compression, focusing on convergence-compression tradeoffs, user-heterogeneity impacts, and a novel random codebook compression scheme.
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1 Lesons
59 minutes
On-Demand
Free-Video
TheIACR

Consensus Protocols - Crypto 2024

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Explore cutting-edge consensus protocols in cryptography, featuring expert presentations and discussions on the latest advancements in distributed systems and blockchain technology.
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1 Lesons
43 minutes
On-Demand
Free-Video