Transaction-Based RDMA Acceleration for Scalable Memory Access

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Solution Overview

Problem

Existing RDMA technologies face inefficiencies in managing large numbers of connections and transactions, leading to high CPU and memory load, and challenges with out-of-order data handling.

Innovation Solution

The implementation of a hardware accelerator that maintains connection context and active transaction information, allowing direct memory access between hosts while bypassing the CPU, and utilizing transaction IDs for efficient data handling and zero-copy operations.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Speed

If traditional RDMA technologies are used to manage large numbers of connections, then direct memory access between hosts is achieved, but CPU and memory load increases significantly

Engineering Contradiction:
Improvememory access speedVSAvoidCPU and memory load
Core Design Contradiction:
SpeedVSUse of energy by moving object

Solution Approach 1:

The patent extracts the connection management functionality from the CPU by implementing a dedicated connection manager component. This connection manager handles connection establishment, maintenance, and teardown independently, freeing the CPU from processing RDMA connection overhead and reducing overall system load while maintaining high-speed memory access capabilities.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The patent introduces an intermediary layer (connection manager and transaction manager) between the CPU and the RDMA operations. This intermediary handles the complex connection state tracking and transaction coordination, allowing the CPU to focus on higher-level computations while the intermediary manages the low-level RDMA protocol details and connection states.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Adaptability or versatility

If more connections are supported in RDMA environment, then system scalability improves, but complexity of managing connection context increases

Engineering Contradiction:
Improvesystem scalabilityVSAvoidconnection context management complexity
Core Design Contradiction:
Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The patent segments the connection management system into distinct components: connection manager, transaction manager, and event processor. Each component has a specific responsibility, which simplifies the overall complexity. The connection manager handles connection-level operations while the transaction manager handles individual transaction operations, allowing the system to scale to many connections without proportionally increasing management complexity.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent implements self-service mechanisms where the connection manager automatically tracks connection states and the event processor autonomously handles completion events. This automation reduces the operational complexity of managing large numbers of connections, as the system self-manages connection context without requiring proportional human intervention or complex coordination protocols.

Inventive Principle:
Principle #25Self-service

3Reliability

If RDMA operations are processed through traditional methods, then data transfer between hosts is enabled, but transaction latency increases

Engineering Contradiction:
Improvedata transfer reliabilityVSAvoidtransaction latency
Core Design Contradiction:
ReliabilityVSLoss of time

Solution Approach 1:

The patent implements preliminary action by pre-establishing connection contexts and caching connection state information before actual data transfer occurs. The connection manager prepares connection descriptors and the transaction manager pre-allocates resources, so that when data transfer is initiated, the operations can proceed with minimal processing delay, reducing transaction latency while maintaining reliable data transfer.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent ensures continuity of useful action by implementing an event processor that continuously monitors and handles RDMA completion events without interruption. The system maintains continuous operation of RDMA transactions through efficient event-driven processing, eliminating idle time between transactions and ensuring that data transfer operations flow continuously with minimal latency while preserving data integrity.

Inventive Principle:
Principle #20Continuity of useful action

Data Source

PatentUS12411799B2Transaction based remote direct memory access
Publication Date: 2025.09.09 AMAZON TECH INC
  • US12411799B2 patent drawing
  • US12411799B2 patent drawing
  • US12411799B2 patent drawing

AI summary

Apparatus and methods are disclosed herein for remote, direct memory access (RDMA) technology that enables direct memory access from one host computer memory to another host computer memory over a physical or virtual computer network. In one example, RDMA functionality is provided by combining a host executing instructions for RDMA software applications with dedicated hardware accelerator, where the host has access to substantially all RDMA connection context (e.g., configuration, status, state machine, counters, etc.) and a hardware accelerator stores a portion of the context information for a set of currently active transactions. The hardware accelerator derives a transaction identifier from header information in received RDMA packets and performs a local RDMA operation using at least a portion of the received data, a destination address of the location RDMA operation being based at least in part on a memory address determined using the transaction identifier.