Death, Taxes, and Indium Phosphide Shortage

Death, Taxes, and Indium Phosphide Shortage There will be a massive shortage. But not in the way you think. All of the investing and research and writing and stuff that I have been doing for the past year or so has led me to one conclusion: There are three certainties in life. To be clear, believing in an Indium Phosphide shortage is different from just being bullish on optics broadly. Optics is an end market. Indium Phosphide is a material input. The intensity of the material usage in the end market can either go up or down. In addition, there are also supply dynamics. Demand could go to the moon but there is no shortage if supply goes to Mars. There are also many layers to the Indium Phosphide supply chain, as I cover in this piece: Indium Phosphide substrate MOCVD/Epitaxy machines Laser device fabrication Jason's Chips CPO Supply Chain 101 The most important concept to understand when analyzing the CPO supply chain is the power of e x p o n e n t i a l… Read more a month ago · 114 likes · 14 comments · Jason's Chips Some of which will be in much greater shortage than others. The key to… bottleneck investing (sigh) is to figure out which layer controls the gating input to the final unit produced. It could be the upstream most layer, downstream most layer, or anything in between. There is a common perception that the more upstream something is, the more of a bottleneck it is, but that relationship is not necessary. Our agenda today is simple. We start by highlighting why Indium Phosphide demand is going hyper-exponential beyond EMLs and regular commodity CWs powered by two main products: Ultra-high power CW lasers for CPO Indium Phosphide PICs Then, we’ll build supply and demand models for all three layers of the stack: indium phosphide substrates, MOCVD machines, and laser devices. Finally, we’ll finish with how this translates into the financials for the most important company in each layer. Contents Ultra-High-Power CW Lasers for CPO Indium Phosphide PICs InP Substrate Demand Build InP Substrate Supply Build MOCVD Tools Supply/Demand Model InP Device Supply/Demand Model chips SemiAnalysis Giveaway: The first person to subscribe using the paywall on this post will be selected to receive one free month of SemiAnalysis (sent to your email). By accessing this content, you acknowledge and agree to our terms and conditions. This research is not financial advice . Ultra-High-Power CW Lasers for CPO UHP CPO lasers are a topic that I’ve covered extensively. So much so that you are probably tired of me talking about it. Welcome to my nth laser lecture. There are two types of lasers: Vertical-Cavity Surface-Emitting Lasers (VCSELs, pronounced vik-sel) emit light from vertically… from a cavity… on the surface. They use GaAs, aren’t great for long reach because they can’t emit O band light, and fail at higher data rates Distributed Feedback (DFB) lasers emits light horizontally through a bunch of tiny mirrors that bounce it in a feedback loop to get a really concentrated and clean beam. They use indium phosphide! These are the primary CPO lasers. For CPO, the DFB light source must be remote for the purpose of avoiding heat and maintaining serviceability. The only way to ensure that the light survives the coupling loss from this journey is to make it high power. Why not multiple lasers instead? To maintain signal integrity, the light traveling from the laser to the optical engine has to stay in a consistent orientation — consistent polarization. This means every laser requires polarization-maintaining fiber, which is expensive, and the process of attaching it is painstaking and yield-sensitive. We must minimize the number of PM fiber connections per system at all cost, which means using only one laser. These lasers are also continuous wave (CW). DFBs can either be CW or EML. CW lasers are lasers that just stay on. It produces a continuous stream of light, like a light bulb or flashlight. A CW laser can provide a steady beam that gets modulated (gets the signal put into it) somewhere else. EMLs (electro-absorption modulated laser) are lasers plus a built-in light switch. EML stands for electro-absorption modulated laser. The laser creates the light, and an attached modulator rapidly changes that light on/off or high/low to encode data. Die Sizes Now comes the fun part: die size estimation. We know that the three main types of lasers used for optical data center optical communication are Low power CWs (30-70mW, used in Sipho 1.6T transceivers) EML (used in all sorts of transceivers) Ultra high power CW (400mW+, for CPO) So to gauge demand for InP, it’s time to ask: how much Indium Phosphide does each type of laser actually require? Our base unit will be the 100G EML because it ships in the most volume today. This is the optical equivalent of Toyota Corollas or Big Macs. Or football fields. EMLs are very low power, even lower power than low power CWs. However, they have a built-in modulator. Therefore, low power CWs are smaller than 100G EMLs. 200G EMLs are obviously larger than 100G EMLs. Ultra high power CW lasers on the other hand, are MASSIVE. You need a physically larger gain region to generate all of that light. This makes it 5-10x larger than a 100G EML. This massive die area consumption is what makes UHP CWs an order of magnitude more InP heavy than existing products on the market. They are the first of our two InP demand drivers. Indium Phosphide PICs The second InP demand driver is Indium Phosphide PICs. These are not as widely discussed as ultra-high power CWs, so let’s take a moment to understand what they are and why they are needed. Optical communication is simply transmitting data through light. There are two ways to encode data in light (known as modulation): IMDD and coherent (no not the company). IMDD is basically flashing a flashlight on and off. Only encoding signals in brightness. Coherent modulation is like having one of these: It encodes signals in brightness, phase, and amplitude. The benefit of coherent modulation is that it makes it much easier for the receiver to detect the signal, therefore allowing the it to survive a greater insertion loss (higher link budget). This is why coherent is used for long-reach telecom and scale across. On the other hand, it is much more expensive and complicated, as you can imagine. Scale-out in the data center is now running into the limits of IMDD’s link budget. This is because: The links are too long Optical circuit switching (OCS) is being adopted. Each time light passes through an OCS, it loses 1.5 to 3 dB of signal. Therefore, scale-out is moving to adopt a light version of Coherent known as Coherent-Lite (Yes i know it sounds like a Coherent and Lumentum merger. Who named these modulation schemes?). Coherent light modulation requires a far more complex optical device (InP PIC) than IMDD. It makes a 100g EML look like a 2x4 Lego brick. All of this extra stuff is to modulate phase and amplitude. Note that not all of this is Indium Phosphide. You can have some parts of it be silicon photonics, which makes it a lot cheaper. The standard version, which has the transmit on InP and receive on SiPho, has a substrate consumption intensity of approximately 100x that of 100G EMLs. This is what we’ll be using for our models. InP Substrate Demand Build Next, I will share my supply and demand models for: indium phosphide substrates (AXTI) MOCVD tools (Aixtron) indium phosphide devices (Lumentum, Coherent, Nokia, etc.) We start with an overall demand build for 4-inch indium phosphide wafers that informs every model. We’ll look at some pretty charts that show the equilibrium balance/imbalance intuitively. The numbers from every use case (demand) and every supplier (supply) shall be color coded. My research is really lit. SemiAnalysis Giveaway: The first person to subscribe using the paywall on this post will be selected to receive one free month of SemiAnalysis (sent to your email). Read more

Death, Taxes, and Indium Phosphide Shortage There will be a massive shortage. But not in the way you think. All of the investing and research and writing and stuff that I have been doing for the past year or so has led me to one conclusion: There are three certainties in life. To be clear, believing in an Indium Phosphide shortage is different from just being bullish on optics broadly. Optics is an end market. Indium Phosphide is a material input. The intensity of the material usage in the end market can either go up or down. In addition, there are also supply dynamics. Demand could go to the moon but there is no shortage if supply goes to Mars. There are also many layers to the Indium Phosphide supply chain, as I cover in this piece: Indium Phosphide substrate MOCVD/Epitaxy machines Laser device fabrication Jason's Chips CPO Supply Chain 101 The most important concept to understand when analyzing the CPO supply chain is the power of e x p o n e n t i a l… Read more a month ago · 114 likes · 14 comments · Jason's Chips Some of which will be in much greater shortage than others. The key to… bottleneck investing (sigh) is to figure out which layer controls the gating input to the final unit produced. It could be the upstream most layer, downstream most layer, or anything in between. There is a common perception that the more upstream something is, the more of a bottleneck it is, but that relationship is not necessary. Our agenda today is simple. We start by highlighting why Indium Phosphide demand is going hyper-exponential beyond EMLs and regular commodity CWs powered by two main products: Ultra-high power CW lasers for CPO Indium Phosphide PICs Then, we’ll build supply and demand models for all three layers of the stack: indium phosphide substrates, MOCVD machines, and laser devices. Finally, we’ll finish with how this translates into the financials for the most important company in each layer. Contents Ultra-High-Power CW Lasers for CPO Indium Phosphide PICs InP Substrate Demand Build InP Substrate Supply Build MOCVD Tools Supply/Demand Model InP Device Supply/Demand Model chips SemiAnalysis Giveaway: The first person to subscribe using the paywall on this post will be selected to receive one free month of SemiAnalysis (sent to your email). By accessing this content, you acknowledge and agree to our terms and conditions. This research is not financial advice . Ultra-High-Power CW Lasers for CPO UHP CPO lasers are a topic that I’ve covered extensively. So much so that you are probably tired of me talking about it. Welcome to my nth laser lecture. There are two types of lasers: Vertical-Cavity Surface-Emitting Lasers (VCSELs, pronounced vik-sel) emit light from vertically… from a cavity… on the surface. They use GaAs, aren’t great for long reach because they can’t emit O band light, and fail at higher data rates Distributed Feedback (DFB) lasers emits light horizontally through a bunch of tiny mirrors that bounce it in a feedback loop to get a really concentrated and clean beam. They use indium phosphide! These are the primary CPO lasers. For CPO, the DFB light source must be remote for the purpose of avoiding heat and maintaining serviceability. The only way to ensure that the light survives the coupling loss from this journey is to make it high power. Why not multiple lasers instead? To maintain signal integrity, the light traveling from the laser to the optical engine has to stay in a consistent orientation — consistent polarization. This means every laser requires polarization-maintaining fiber, which is expensive, and the process of attaching it is painstaking and yield-sensitive. We must minimize the number of PM fiber connections per system at all cost, which means using only one laser. These lasers are also continuous wave (CW). DFBs can either be CW or EML. CW lasers are lasers that just stay on. It produces a continuous stream of light, like a light bulb or flashlight. A CW laser can provide a steady beam that gets modulated (gets the signal put into it) somewhere else. EMLs (electro-absorption modulated laser) are lasers plus a built-in light switch. EML stands for electro-absorption modulated laser. The laser creates the light, and an attached modulator rapidly changes that light on/off or high/low to encode data. Die Sizes Now comes the fun part: die size estimation. We know that the three main types of lasers used for optical data center optical communication are Low power CWs (30-70mW, used in Sipho 1.6T transceivers) EML (used in all sorts of transceivers) Ultra high power CW (400mW+, for CPO) So to gauge demand for InP, it’s time to ask: how much Indium Phosphide does each type of laser actually require? Our base unit will be the 100G EML because it ships in the most volume today. This is the optical equivalent of Toyota Corollas or Big Macs. Or football fields. EMLs are very low power, even lower power than low power CWs. However, they have a built-in modulator. Therefore, low power CWs are smaller than 100G EMLs. 200G EMLs are obviously larger than 100G EMLs. Ultra high power CW lasers on the other hand, are MASSIVE. You need a physically larger gain region to generate all of that light. This makes it 5-10x larger than a 100G EML. This massive die area consumption is what makes UHP CWs an order of magnitude more InP heavy than existing products on the market. They are the first of our two InP demand drivers. Indium Phosphide PICs The second InP demand driver is Indium Phosphide PICs. These are not as widely discussed as ultra-high power CWs, so let’s take a moment to understand what they are and why they are needed. Optical communication is simply transmitting data through light. There are two ways to encode data in light (known as modulation): IMDD and coherent (no not the company). IMDD is basically flashing a flashlight on and off. Only encoding signals in brightness. Coherent modulation is like having one of these: It encodes signals in brightness, phase, and amplitude. The benefit of coherent modulation is that it makes it much easier for the receiver to detect the signal, therefore allowing the it to survive a greater insertion loss (higher link budget). This is why coherent is used for long-reach telecom and scale across. On the other hand, it is much more expensive and complicated, as you can imagine. Scale-out in the data center is now running into the limits of IMDD’s link budget. This is because: The links are too long Optical circuit switching (OCS) is being adopted. Each time light passes through an OCS, it loses 1.5 to 3 dB of signal. Therefore, scale-out is moving to adopt a light version of Coherent known as Coherent-Lite (Yes i know it sounds like a Coherent and Lumentum merger. Who named these modulation schemes?). Coherent light modulation requires a far more complex optical device (InP PIC) than IMDD. It makes a 100g EML look like a 2x4 Lego brick. All of this extra stuff is to modulate phase and amplitude. Note that not all of this is Indium Phosphide. You can have some parts of it be silicon photonics, which makes it a lot cheaper. The standard version, which has the transmit on InP and receive on SiPho, has a substrate consumption intensity of approximately 100x that of 100G EMLs. This is what we’ll be using for our models. InP Substrate Demand Build Next, I will share my supply and demand models for: indium phosphide substrates (AXTI) MOCVD tools (Aixtron) indium phosphide devices (Lumentum, Coherent, Nokia, etc.) We start with an overall demand build for 4-inch indium phosphide wafers that informs every model. We’ll look at some pretty charts that show the equilibrium balance/imbalance intuitively. The numbers from every use case (demand) and every supplier (supply) shall be color coded. My research is really lit. SemiAnalysis Giveaway: The first person to subscribe using the paywall on this post will be selected to receive one free month of SemiAnalysis (sent to your email). Read more

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