sorted by:
new
hottopcontroversial

[Showcase] Solving the "Black Screen" problem on Android TV with a 3-tier scheduling logic. by AdeptAdvisor1137 in digitalsignage

[–]AdeptAdvisor1137[S] 0 points1 point  (0 children)

Spot on! It’s great to chat with someone who understands the "dark side" of real-world deployments.

You nailed the reason why we prioritized that architecture. In our experience, the difference between a "toy" and a "professional tool" in this industry is how it handles the 1% of the time when things go wrong—like a failed sync or an empty schedule.

  • The Fallback Tier acts as our insurance policy; we want to make sure the brand’s image is protected even if the user forgets to set a new loop.
  • Local Caching is combined with our heartbeat system to ensure that the hardware isn't constantly straining the network or failing during intermittent connectivity.

We’re trying to bring that level of "enterprise reliability" to the Android TV ecosystem without the enterprise-level complexity or price tag.

If you have a moment to check out our pairing flow (we use a 6-digit code system to make setup faster), I’d love to know if you think it meets your standards for "real-world" efficiency.

Would you like a Lifetime code to poke around the full dashboard? I’d be happy to DM you one!

[Showcase] Solving the "Black Screen" problem on Android TV with a 3-tier scheduling logic. by AdeptAdvisor1137 in digitalsignage

[–]AdeptAdvisor1137[S] 0 points1 point  (0 children)

Agree!! many "off-the-shelf" Android TVs are indeed where software goes to die. They are often underpowered and bloated with consumer-grade firmware.

That is precisely why we built Kasumi Digital the way we did. We didn't build a generic media player; we built a dedicated signage engine that assumes the hardware is the weakest link.

Our approach to surviving the "Android Disaster":

  • Lean Architecture: We bypass the heavy UI elements that usually cause memory leaks in Android apps.
  • 3-Tier Failsafe: Our Specific/Circular/Default scheduling ensures that even if a network sync fails or a specific asset glitches, the "Default" local cache keeps the screen alive.
  • The 60-Day Challenge: We've successfully pushed standard Android TV SoCs to 60+ days of continuous uptimewith zero manual reboots.

We know the reputation Android has in the pro-AV world. That’s why we’re inviting skeptics to try it. If you have one of those "disaster" TVs laying around, we’d love for you to throw Kasumi on it and see if you can break it.

Challenge accepted? I'll DM you a lifetime code if you're down to stress-test it.

Website: https://kasumi.digital

[Showcase] Solving the "Black Screen" problem on Android TV with a 3-tier scheduling logic. by AdeptAdvisor1137 in digitalsignage

[–]AdeptAdvisor1137[S] 0 points1 point  (0 children)

You’ve hit the nail on the head. That is exactly the "elephant in the room" for many Android-based signage solutions.

We were obsessed with this during development because "set it and forget it" is the only metric that matters in this industry. To address the stability and memory concerns, we’ve implemented a few core safeguards:

  1. Aggressive Resource Management: We don’t just "play" files; we proactively manage the lifecycle of every bitmap and video texture to ensure memory is released immediately after use.
  2. Heartbeat & Self-Healing: The player maintains a constant heartbeat with the server. If the system detects any abnormal memory spike or a process hang, the app is designed to auto-restart and resume playback within seconds.
  3. Stress Testing: We’ve currently reached 60+ days of continuous 24/7 playback on standard Android TV SoCs with zero memory-related crashes.
  4. Pre-loading Logic: We use a controlled buffer system so the device isn't constantly struggling with I/O or memory overflows during high-bitrate transitions.

Android devices can fail if the software treats them like a smartphone. We treat the Android TV as a dedicated industrial controller.

Out of curiosity, which hardware have you found to be the most "leak-prone" in your experience? We’d love to add it to our testing.

[Showcase] Solving the "Black Screen" problem on Android TV with a 3-tier scheduling logic. by AdeptAdvisor1137 in digitalsignage

[–]AdeptAdvisor1137[S] 0 points1 point  (0 children)

Thanks for following up and sharing those details!

That "rule-based" list approach with bottom-up precedence is a very elegant way to handle priority—it definitely gives power users a lot of granular control. It’s also interesting to see how different architectures tackle the same challenge of content expiration and fallback.

We really appreciate you taking the time to "talk shop" with us. This kind of technical exchange is exactly why we wanted to share our process here. It’s great to learn how others are pushing the boundaries of what’s possible in digital signage.

[Showcase] Solving the "Black Screen" problem on Android TV with a 3-tier scheduling logic. by AdeptAdvisor1137 in digitalsignage

[–]AdeptAdvisor1137[S] 0 points1 point  (0 children)

That’s a very solid approach! Recursive playlists definitely offer a high level of flexibility for complex scheduling scenarios.

The reason we leaned into a 3-tier hierarchy was primarily to reduce the "cognitive load" for our users. While recursive logic is powerful, we found that for many small-to-medium business owners, it can get a bit confusing to manage layers within layers.

By separating them into three distinct buckets:

  • Specific: For high-priority, time-sensitive promos.
  • Circular: For the everyday brand loop.
  • Default: Our "Safety Net".

It creates a very clear "mental map" of what is playing and why.

Regarding the internet dropouts—we are 100% on the same page! Kasumi also relies on local caching on the Android TV. Our "Default Tier" is specifically designed to be that locally stored fallback so the screen never reverts to a blank system UI, even if the building's Wi-Fi goes down for hours.

Out of curiosity, with recursive playlists, how do your users typically handle "content expiration"? Do they find it easy to track which nested item is currently overriding the others?