Collection:

KAI Data Center Builder

The KAI data center builder start bundle includes the Collective Benchmarks application with an uncounted license.

Model:

950-2001

N/A

Keysight AI Data Center Builder

Accelerate design and deployment of AI network infrastructure​

KAI Data Center Builder Start Bundle with Collective Benchmarks Application

The KAI data center builder start bundle includes the Collective Benchmarks application with an uncounted license.

License types Software Bundle
Applications Collective Benchmarks
Interface N/A
Protocol support RDMA, RoCEv2
Ports N/A
Compatible hardware AresONE 1600, AresONE-S, AresONE-M, RDMA NIC
Collective operations supported All gather (unidirectional ring), All reduce (bidirectional ring; halving doubling; unidirectional More…

Emulate AI workloads to optimize data center performance and reliability

Keysight AI (KAI) Data Center Builder is an emulation solution that helps you plan and validate your AI infrastructure before you deploy it. Model network architectures, simulate realistic workloads, and test throughput and congestion-handling scenarios across compute nodes, switches, and interconnects. KAI Data Center Builder gives you visibility into system-level performance, enabling smarter design choices to maximize efficiency and reliability. Whether you are validating new topologies or evaluating network upgrades, KAI Data Center Builder helps you do it faster, at lower risk, and with greater insight. Select a model bundled with a hardware accelerator, or choose a software-only option. Request a quote for one of our popular configurations today. Need help selecting? Check out the resources below.

Workload emulation

Simulate AI training and inference traffic patterns to evaluate how your network handles realistic, bursty workloads across GPUs, switches, and interconnects.

Performance benchmarking

Run system-level benchmarks to assess the impact of AI model parameters, network parameters, and their interactions at scale.

Data flow visualization

Analyze tail latency, identify bottlenecks, and learn how topology and component decisions impact performance across the entire system.

Network optimization

Identify design flaws early to reduce the number of physical test iterations, accelerating validation and reducing time to deployment.

Protocol support RDMA, RoCEv2
Collective operations supported All gather (unidirectional ring), All reduce (bidirectional ring; halving doubling; unidirectional More…
Compatible hardware AresONE 1600, AresONE-S, AresONE-M, RDMA NIC
Applications Collective Benchmarks, Workload Emulation, IxNetwork
License types Software Bundle, Application, Transport Endpoint, Hardware Bundle, Perpetual
QSFP-DD, QSFP-DD800, OSFP

The KAI data center builder start bundle includes the Collective Benchmarks application with an uncounted license.

Keysight AI Data Center Builder

Accelerate design and deployment of AI network infrastructure​

KAI Data Center Builder Start Bundle with Collective Benchmarks Application

The KAI data center builder start bundle includes the Collective Benchmarks application with an uncounted license.

License types Software Bundle
Applications Collective Benchmarks
Interface N/A
Protocol support RDMA, RoCEv2
Ports N/A
Compatible hardware AresONE 1600, AresONE-S, AresONE-M, RDMA NIC
Collective operations supported All gather (unidirectional ring), All reduce (bidirectional ring; halving doubling; unidirectional More…

Highlights

Run Collective Benchmarks application to evaluate AI cluster communication performance.

  • Tune RDMA network and NIC performance using workload and host emulation controls.
  • Test collective operations, including:
  • AllReduce, AllGather, ReduceScatter, AlltoAll, Broadcast, Gather
  • Unidirectional and Bidirectional Ring, Halving-Doubling AllReduce algorithms
  • Parallel and PXN AlltoAll algorithms
  • Emulate multi-GPU host environments with scale-up interconnects.
  • Simulate RDMA endpoints with Keysight AresONE hardware for realistic traffic generation:
  • RoCEv2 RC mode
  • 100GE, 200GE, 400GE, 800GE interface speeds
  • NRZ, PAM4 53GE and 106GE series
  • Include RDMA NICs as part of the system under test

Service and Support

KeysightCare

Innovate at speed with curated support plans and prioritized response and turn-around times.

Financial Alternatives

Get predictable, lease-based subscriptions and full lifecycle management solutions—so you reach your business goals faster.

Keysight Support Portal

Experience elevated service as a KeysightCare subscriber to get committed technical response and more.

Calibration

Ensure your test system performs to specification and meets local and global standards.

Education

Make measurements quickly with in-house, instructor-led training, and eLearning.

Software Download Center

Download Keysight software or update your software to the newest version.

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