Tuple Tech
Nitro License Monitor

EDA license tracking & job management integration.

Real-time license tracking, job queue integration, and AI-powered querying — purpose-built for IC semiconductor design teams. Cut engineering software costs by 20–25% with data-driven renewal decisions.

20-25%

Reduction in engineering software costs

Data-driven license right-sizing

Nitro surfaces idle holds, underutilized seats, and over-provisioned features — giving you the hard data you need to reduce license spend at every renewal.

3

Job schedulers supported

SLURM · LSF · SGE

Native integration with the schedulers IC design teams actually run. License and queue data are unified in one view — so you see checkout pressure alongside job throughput.

P99

Utilization percentile analytics

P50 · P95 · P99 per feature

Percentile analytics reveal true peak demand — not just averages. Classify each license feature as CRITICAL, OPTIMAL, or UNDER-UTILIZED to inform right-sizing with confidence.

Every license server.
One live dashboard.

Nitro connects directly to all your FlexNet license daemons — Cadence, Siemens, Keysight, Xilinx, and more. No agents to install, no manual exports. You get complete visibility from the moment you deploy.

  • License Server Map

    All active FlexNet license daemons in one view — daemon name, vendor, and feature count at a glance. Instant visibility into which vendors are active and how many features each manages.

  • Expiring Features & Subscriptions

    Bar chart of upcoming license expirations by month so procurement can plan renewals ahead of time. Avoid surprise blackouts — see exactly when licenses expire and how many are affected.

  • Real-time Usage Table

    Live feature-level view showing what's in use right now, utilization %, and version info across all servers. Catch capacity issues before denials hit engineers.

  • Recent Active Users

    Live feed of engineers currently holding licenses — username, feature, host, and time elapsed. Instantly see who is holding licenses and for how long to identify idle holds before they impact others.

License Monitor · Realtime UsageLive

License Servers — FlexNet

cdslmd — 106Cadence (cdslmd)
cliolmd — 2Keysight
saltd — 72Siemens (saltd)
xlilmd — 2Xilinx

Realtime Usage — All Servers

Virtuoso_Multi_mode_Simulation410/480 · 85%
jasper_papp4/6 · 67%
Innovus_Impl_System18/34 · 53%
Innovus_2nm_GAA_Opt18/34 · 53%

License data and job queues — unified.

Nitro integrates directly with SLURM, LSF, and SGE so you can see license checkout pressure alongside job throughput. Catch scheduler failures and cluster anomalies before they cascade into missed tape-outs.

Critical

Active Alert Dashboard

Real-time summary of all active queue anomalies — unreachable headnodes, zombie jobs, nodes down, and draining nodes. See your entire cluster queue health in a single glance before engineers start losing queued work.

Warning

Alert Severity Cards

Each alert type shows a live count, category badge, and a plain-language description of the root cause. Instantly triage what's critical (red) vs. cautionary (yellow) without digging through logs.

Live

Cluster & Node Monitoring

Tracks head node reachability, zombie job counts, unreachable node counts, and draining node status in real time. Catch scheduler failures and stale metric sources before they cascade into missed tape-outs.

Job Queue — Active Alerts4 active alerts

Head node unreachable

1

Prometheus cannot reach ln1:9393 — metrics are stale

Zombie jobs

3

longest stuck: 12 min

Nodes down

2

2 nodes unreachable

Nodes draining

5

no new jobs will schedule on draining nodes

Predict demand. Optimise spend.
Negotiate with data.

Comprehensive analytics across usage history, congestion metrics, and advanced reporting — with per-feature utilization percentiles to identify what's CRITICAL, OPTIMAL, or UNDER-UTILIZED.

Daily

utilization tracking

Usage History Chart

Day-by-day utilization (%) for every license feature over the selected date range. Instantly shows which tools are under constant pressure vs. sitting idle. Each spike to 100% is a potential denial event.

10+

functional groups

Functional Group Filtering

Filter the entire analytics view by engineering discipline — Simulation, PV, Extraction, EMIR, Layout, Schematic, and more. Team-level analysis instead of per-feature noise.

SLA

per license feature

Service Level Tracking

Percentage of license requests fulfilled without denial. Low service level means engineers are being blocked — each denied request is lost productivity during critical design windows.

80%

configurable threshold

Threshold Frequency

How many times each feature crossed the configured usage threshold (e.g. 80%). Each crossing is a near-miss denial event — high frequency signals a license you need to buy more of.

P95

wait time analysis

Queue & Wait Times

Configurable percentiles (P50/P90/P95/P99) for how long engineers waited for a denied license. P95 wait time tells you the worst-case experience most engineers face when contention peaks.

5min

sampling resolution

5-Minute Concurrent Usage

Sub-hourly license usage sampled every 5 minutes — the industry benchmark for contention analysis. Spot contention windows that daily averages hide. Matches IBM RTM resolution for direct comparison.

Utilization Percentiles — Aggregate SummaryAnalytics AI · Live

P50 (Median)

19%

P95

44%

Cost saving opportunity

P99

47%

Spectre_X_MMSIM_Lk100%100%100%CRITICAL
VIP_Ethernet_16T0%100%100%CRITICAL
Affirma_sim_analysis_env88%94%95%CRITICAL
Spectre_AMS_MMSIM_Lk0%51%78%OPTIMAL
Ask AIUsage, expiry, users, queues & more
Connected
userWhich licenses are expiring in the next 30 days?
3 Cadence features expire within 30 days. Virtuoso_Multi_mode_Simulation (106 seats) expires Jun 14. Recommend initiating renewal now — current utilization is 78%.
userList the most underutilized licenses in the last 3 months
RF Simulation — 6 seats, avg. 12% utilization over 90 days. Spectre_AMS — 8 seats, avg. 19%. Combined savings if right-sized at renewal: ~$24k/yr.
userWhich features have had the most queue denials this month?
Spectre_X_MMSIM_Lk had 28 threshold crossings at 80%+ this month. P95 queue wait: 29m 9s. Recommend adding 4 seats before the next simulation sprint.

Natural language license intelligence.

Ask anything about your licenses in plain English — no SQL, no dashboards, no manual exports. Engineers and managers get instant answers from day one.

  • Live status — what licenses are in use right now?
  • Predictions — how many licenses do I need to renew?
  • Historical usage — least utilized licenses in last 6 months
  • Denials & contention — which features have most queue denials?
  • Job queue efficiency and scheduler health

Vendor-Scoped & Air Gapped

All AI queries run within your own secure environment. No license data, usernames, or feature usage is ever sent to external AI systems or third parties. Your EDA data stays inside your organization's control.

See Ask AI in Action →

License events become incidents.
Automatically.

Integrated license, job queue, and escalation automation — every expiry, seat exhaustion, or anomaly automatically creates a structured incident, routes it to the right team, and escalates if unacknowledged. No manual monitoring. No missed renewals.

01
WARN

License event detected

Nitro detects a trigger — expiry approaching, seat exhaustion, idle hold exceeding threshold, or utilization anomaly.

EDA license expiring in 7 days · Renewal overdue

02
OPEN

Incident created automatically

An incident is opened in Alerts with full context — which tool, which team, severity, and recommended action.

Incident #4821 created · Assigned to procurement-oncall

03
NOTIFIED

Team notified

Alerts routes the incident to the right person via Slack, PagerDuty, Teams, email, or phone — based on on-call schedule.

Slack DM sent to @procurement · Escalation in 2h if unacknowledged

04
RESOLVED

Resolved and logged

Once the renewal is confirmed or seats are released, the incident closes automatically with a full audit trail.

Incident resolved · Renewal confirmed · Audit log updated

Alert delivery channels

SlackPagerDutyMicrosoft TeamsEmailSMS / PhoneJiraServiceNowWebhook

Part of the Stratos Platform

Nitro License Monitor is just the beginning.

Nitro delivers immediate value — and opens the door to Stratos's full capability set: multi-cloud EDA compute via Omni, AI Agents for IC design, security monitoring via Shield, and intelligent alerting via Squid. IC teams that start with License Monitor typically expand to the full platform within 6 months.

See what Nitro finds in your license environment.

Talk to our team and we'll walk you through real-time seat utilization, upcoming renewals, and congestion metrics — using your own license servers.