From Data Lakes to Data Mesh - The Evolution of Redmesh
Explore Bosch Digital's journey from data lakes to data mesh through redmesh, a self-service platform revolutionizing enterprise data management and analytics for faster, more efficient data-driven decision making.
Modeling Communication Flows in Multiagent Systems
Explore formal specification of agent communication flows using process algebra and the Awkward πnguin framework, with practical demonstrations of generating functional multiagent systems.
Guaranteed Message Delivery: Challenges of Transactional Outbox and Inbox Patterns
Explore effective message delivery in distributed systems through Outbox and Inbox patterns, ensuring transaction consistency and handling network disruptions in microservices architecture.
CAPtivating Architecture - Navigating Distributed Systems and Microservices
Explore distributed systems architecture, from CAP theorem fundamentals to microservices communication patterns, timeout configurations, and practical implementation strategies for robust systems.
Practical Introduction to OpenTelemetry Tracing
Master distributed system monitoring with OpenTelemetry tracing, exploring implementation techniques and best practices for tracking requests across microservices architectures using open standards.
ResilientDB - A High Throughput Yielding Permissioned Blockchain Fabric
Discover how ResilientDB delivers high-performance blockchain solutions through innovative permissioned fabric architecture, focusing on throughput optimization and practical applications.
Exploring Vector Search at Scale with Milvus - Building Billion-Scale Solutions
Explore vector search at billion-scale through Milvus, understanding distributed systems architecture, indexing strategies, and scalability solutions for unstructured data processing.
Ceph - The Linux of Storage for Cloud Native Architecture
Discover how Ceph serves as a unified storage solution for cloud-native architectures, combining on-premises security with cloud scalability and agility for modern data center needs.
Introducing NFS-SSD: eSSDs That Natively Speak Network File System
Explore the evolution of SSD technology and why embedding Network File System (NFS) directly in SSDs is crucial for modern decentralized workflows, cloud computing, and edge computing demands.
How Bad is TCP and What Are the Alternatives - Analysis of Network Protocol Performance
Explore TCP's limitations in modern networking, analyzing tail latencies, computational burdens, and discover Homa as a promising alternative for efficient, deterministic network communications.
Tight Bounds for General Computation in Noisy Broadcast Networks
Delve into the mathematical analysis of noise-resilient protocols in broadcast networks, exploring tight bounds for general computation and innovative simulation schemes with Dr. Saxena.
The Robustness of Blockchains to Network Delays
Delve into blockchain security analysis, focusing on the longest-chain protocol's resilience to random network delays and its implications for Bitcoin and cryptocurrency systems.
Collaborative Decision-Making Under Adversarial and Information Constraints
Explore collaborative decision-making challenges in large-scale learning, focusing on handling adversarial outliers and communication constraints in linear stochastic bandit scenarios.
Programmable Networks: Hardware, Software, and Applications
Explore cutting-edge developments in programmable networks, from multi-tenant packet processing to compiler technology and distributed applications, with insights into future RPC processor designs.
MapReduce and Distributed Computing for Data Mining - Spring 2023
Master distributed computing fundamentals through MapReduce, exploring cluster computing challenges, file systems, and practical applications like PageRank and community detection algorithms.
Production-Scale Retrieval Augmented Generation for Real-Time News Distillation
Discover how to process millions of news articles daily using open-source tools like Flowdapt, Qdrant, vLLM, and TEI for real-time RAG applications, with insights on scaling, deployment, and startup advantages.
Using Machine Learning for Doing Rather Than Knowing - Practical Applications of RL in Industry
Explore practical applications of reinforcement learning in industrial systems, focusing on real-time control algorithms for supply chains, logistics, and energy management in non-stationary environments.
Cost-Efficient Distributed Learning
Discover strategies for optimizing distributed gradient descent algorithms by managing worker responses and implementing adaptive techniques to balance computational efficiency with model quality in machine learning systems.
Driving Smart Retail Pricing Through IoT and Cloud-Based Solutions for Omni-Channel Stores
Discover how IoT and cloud solutions revolutionize retail pricing automation, leveraging AI for real-time updates and self-correction across millions of devices in omnichannel environments.
Addressing the Transaction Challenge in a Cloud-Native World - MicroProfile LRA Implementation
Dive into MicroProfile LRA and discover effective strategies for managing stateful microservices and long-running transactions in cloud environments, challenging traditional architectural assumptions.
Improving Autonomous Driving Platforms with Zenoh-Flow Data Flow System
Discover how Zenoh-Flow structures complex applications into computing units, demonstrated through an Autonomous Driving platform implementation with focus on deployment automation and business logic development.