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Design and verification standards are critical if we want to get a new generation of Internet of Things (IoT) devices into the market, according to panelists at an Accellera Systems Initiative breakfast at the Design Automation Conference (DAC 2015) June 9. However, IoT devices for different vertical markets pose very different challenges and requirements, making the standards picture extremely complicated.

The panel was titled “Design and Verification Standards in the Era of IoT.” It was moderated by industry editor John Blyler, CEO of JB Systems Media and Technology. Panelists were as follows, shown left to right in the photo below:

• Lu Dai, director of engineering, Qualcomm
• Wael William Diab, senior director for strategy marketing, industry development and standardization, Huawei
• Chris Rowen, CTO, IP Group, Cadence Design Systems, Inc.

In opening remarks, Blyler recalled a conversation from the recent IEEE International Microwave Symposium in which a panelist pointed to the networking and application layers as the key problem areas for RF and wireless standardization. Similarly, in the IoT space, we need to look “higher up” at the systems level and consider both software and hardware development, Blyler said.

Rowen helped set some context for the discussion by noting three important points about IoT:

• IoT is not a product segment. Vertical product segments such as automotive, medical devices, and home automation all have very different characteristics.
• IoT “devices” are components within a hierarchy of systems that includes sensors, applications, user interface, gateway application (such as cell phone), and finally the cloud, where all data is aggregated.
• A bifurcation is taking place in design. We are going from extreme scale SoCs to “extreme fit” SoCs that are specialized, low energy, and very low cost.

Here are some of the questions and answers that were addressed during the panel discussion.

Q: The claim was recently made that given the level of interaction between sensors and gateways, 50X more verification nodes would have to be checked for IoT. What standards need to be enhanced or changed to accomplish that?

Rowen: That’s a huge number of design dimensions, and the way you attack a problem of that scale is by modularization. You define areas that are protected and encapsulated by standards, and you prove that individual elements will be compliant with that interface. We will see that many interesting problems will be in the software layers.

Q: Why is standardization so important for IoT?

Dai: A company that is trying to make a lot of chips has to deal with a variety of standards. If you have to deal with hundreds of standards, it’s a big bottleneck for bringing your products to market. If you have good standardization within the development process of the IC, that helps time to market.

When I first joined Qualcomm a few years ago, there was no internal verification methodology. When we had a new hire, it took months to ramp up on our internal methodology to become effective. Then came UVM [Universal Verification Methodology], and as UVM became standard, we reduced our ramp-up time tremendously. We’ve seen good engineers ramp up within days.

Diab: When we start to look at standards, we have to do a better job of understanding how they’re all going to play with each other. I don’t think one set of standards can solve the IoT problem. Some standards can grow vertically in markets like industrial, and other standards are getting more horizontal. Security is very important and is probably one thing that goes horizontally.

Requirements for verticals may be different, but processing capability, latency, bandwidth, and messaging capability are common [horizontal] concerns. I think a lot of standards organizations this year will work on horizontal slices [of IoT].

Q: IoT interoperability is important. Any suggestions for getting that done and moving forward?

Rowen: The interoperability problem is that many of these [IoT] devices are wireless. Wireless is interesting because it is really hard – it’s not like a USB plug. Wireless lacks the infrastructure that exists today around wired standards. If we do things in a heavily wireless way, there will be major barriers to overcome.

Dai: There are different standards for 4G LTE technology for different [geographical] markets. We have to make a chip that can work for 20 or 30 wireless technologies, and the cost for that is tremendous. The U.S., Europe, and China all have different tweaks. A good standard that works across the globe would reduce the cost a lot.

Q: If we’re talking about the need to define requirements, a good example to look at is power. Certainly you have UPF [Unified Power Format] for the chip, board, and module.

Rowen: There is certainly a big role for standards about power management. But there is also a domain in which we’re woefully under-equipped, and that is the ability to accurately model the different power usage scenarios at the applications level. Too often power devolves into something that runs over thousands of cycles to confirm that you can switch between power management levels successfully. That’s important, but it tells you very little about how much power your system is going to dissipate.

Dai: There are products that claim to be UPF compliant, but my biggest problem with my most recent chip was still with UPF. These tools are not necessarily 100% UPF compliant.

One other concern I have is that I cannot get one simulator to pass my Verilog code and then go to another that will pass. Even though we have a lot of tools, there is no certification process for a language standard.

Q: When we create a standard, does there need to be a companion compliance test?

Rowen: I think compliance is important. Compliance is being able to prove that you followed what you said you would follow. It also plays into functional safety requirements, where you need to prove you adhered to the flow.

Dai: When we [Qualcomm] sell our 4G chips, we have to go through a lot of certifications. It’s often a differentiating factor.

Q: For IoT you need power management and verification that includes analog. Comments?

Rowen: Small, cheap sensor nodes tend to be very analog-rich, lower scale in terms of digital content, and have lots of software. Part of understanding what’s different about standardization is built on understanding what’s different about the design process, and what does it mean to have a software-rich and analog-rich world.

Dai: Analog is important in this era of IoT. Analog needs to come into the standards community.

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Key Findings:  There are a host of issues that arise in mixed-signal verification.  As discussed in earlier blogs, the industry trends indicate that teams need to prepare themselves for a more mixed world.  The good news is that these top five pitfalls are all avoidable.

It’s always interesting to study the human condition.  Watching the world through the lens of mixed-signal verification brings an interesting microcosm into focus.  The top 5 items that I regularly see vexing teams are:

1. When there’s a bug, whose problem is it?
2. Verification team is the lightning rod
3. Three (conflicting) points of view
4. Wait, there’s more… software
5. There’s a whole new language

Reason 1: When there’s a bug, whose problem is it?

It actually turns out to be a good thing when a bug is found during the design process.  Much, much better than when the silicon arrives back from the foundry of course. Whether by sheer luck, or a structured approach to verification, sometimes a bug gets discovered. The trouble in mixed-signal design occurs when that bug is near the boundary of an analog and a digital domain.

Figure 1.   Whose bug is it?

Typically designers are a diligent sort and make sure that their block works as desired. However, when things go wrong during integration, it is usually also project crunch time. So, it has to be the other guy’s bug, right?

A step in the right direction is to have a third party, a mixed-signal verification expert, apply rigorous methods to the mixed-signal verification task.  But, that leads to number 2 on my list.

Reason 2: Verification team is the lightning rod

Having a dedicated verification team with mixed-signal expertise is a great start, but what can typically happen is that team is hampered by the lack of availability of a fast executing model of the analog behavior (best practice today being a SystemVerilog real number model – SV_RNM). That model is critical because it enables orders of magnitude more tests to be run against the design in the same timeframe. 

Without that model, there will be a testing deficit. So, when the bugs come in, it is easy for everyone to point their finger at the verification team.

Figure 2.  It’s the verification team’s fault

Yes, the model creates a new validation task – it’s validation – but the speed-up enabled by the model more than compensates in terms of functional coverage and schedule.

The postscript on this finger-pointing is the institutionalization of SV-RNM. And, of course, the verification team gets its turn.

Figure 3.  Verification team’s revenge

Reason 3: Three (conflicting) points of view

The third common issue arises when the finger-pointing settles down. There is still a delineation of responsibility that is often not easy to achieve when designs of a truly mixed-signal nature are being undertaken.  

Figure 4.  Points of view and roles

Figure 4 outlines some of the delegated responsibility, but notice that everyone is still potentially on the hook to create a model. It is questions of purpose, expertise, bandwidth, and convention that go into the decision about who will “own” each model. It is not uncommon for the modeling task to be a collaborative effort where the expertise on analog behavior comes from the analog team, while the verification team ensures that the model is constructed in such a manner that it will fit seamlessly into the overall chip verification. Less commonly, the digital design team does the modeling simply to enable the verification of their own work.

Reason 4: Wait, there’s more… software

As if verifying the function of a chip was not hard enough, there is a clear trend towards product offerings that include software along with the chip. In the mixed-signal design realm, many times this software has among its functions things like calibration and compensation that provide a flexible way of delivering guards against parameter drift. When the combination of the chip and the software are the product, they need to be verified together. This puts an enormous premium on fast executing SV-RNM.

Figure 5.   There’s software analog and digital

While the added dimension of software to the verification task creates new heights of complexity, it also serves as a very strong driver to get everyone aligned and motivated to adopt best known practices for mixed-signal verification.  This is an opportunity to show superior ability!

Figure 6.  Change in perspective, with the right methodology

Reason 5: There’s a whole new language

Communication is of vital importance in a multi-faceted, multi-team program.  Time zones, cultures, and personalities aside, mixed-signal verification needs to be a collaborative effort.  Terminology can be a big stumbling block in getting to a common understanding. If we take a look at the key areas where significant improvement can usually be made, we can start to see the breadth of knowledge that is required to “get” the entirety of the picture:

• Structure – Verification planning and management
• Methodology – UVM (Unified Verification Methodology – Accellera Standard)
• Measure – MDV (Metrics-driven verification)
• Multi-engine – Software, emulation, FPGA proto, formal, static, VIP
• Modeling – SystemVerilog (discrete time) down to SPICE (continuous time)
• Languages – SystemVerilog, Verilog, Verilog-AMS, VHDL, SPICE, PSL, CPF, UPF

Each of these areas has its own jumble of terminology and acronyms. It never hurts to create a team glossary to start with. Heck, I often get my LDO, IFV, and UDT all mixed up myself.

Summary

Yes, there are a lot of things that make it hard for the humans involved in the process of mixed-signal design and verification, but there is a lot that can be improved once the pain is felt (no pain, no gain is akin to no bugs, no verification methodology change). If we take a look at the key areas from the previous section, we can put a different lens on them and describe the value that they bring:

• Structure – Uniformly organized, auditable, predictable, transparency
• Methodology – Reusable, productive, portable, industry standard
• Measure – Quantified progress, risk/quality management, precise goals
• Multi-engine – Faster execution, improved schedule, enables new quality level
• Modeling – Enabler, flexible, adaptable for diverse applications/design styles
• Languages – Flexible, complete, robust, standard, scalability to best practices

With all of this value firmly in hand, we can turn our thoughts to happier words:

…  stay tuned for more!

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In the lead-up to the Truth Matters conference in October, we will be focusing our attention on the sufficiency, authority, and clarity of Scripture. Of our previous blog series, none better embodies that emphasis than Frequently Abused Verses. The following entry from that series originally appeared on September 28, 2015. -ed.

You’ve probably heard the proverb “Familiarity breeds contempt.” That’s often true with relationships and institutions, as your close proximity reveals cracks and blemishes you wouldn’t notice in passing. However, when it comes to Scripture, familiarity usually breeds carelessness.

Many of the “Frequently Abused Verses” we’re considering have been maliciously ripped from their context, misappropriated, and misapplied. Their original meaning has been twisted and contorted to serve a foreign purpose and make a fraudulent point.

However, in some cases, the abuse is much more passive. That’s true of the verse before us today—Romans 8:28, “And we know that God causes all things to work together for good to those who love God, to those who are called according to His purpose.”

At first glance, it might be hard to imagine how such a simple, straightforward verse could be abused. How could anyone misconstrue and misrepresent this wonderful promise from God?

But in this case, the abuse of this verse is tied to its familiarity and simplicity. Most believers have heard this verse so many times that they rarely stop to consider its larger context, or give any thought to the point the apostle Paul had in mind when he first wrote it. Call it “needlepoint theology”—the great passages of Scripture that most often wind up on wall hangings and throw pillows are the ones we’re least likely to prayerfully consider and thoroughly study.

Romans 8:28 is a prime example of how careless familiarity can lead to corruption. The verse is applied to virtually every hardship, disappointment, and trial that believers encounter. It’s an all-purpose spiritual salve for every situation.

A Better Life

Here’s one example—a devotional reading from Joel Osteen. Romans 8:28 appears to be one of the prosperity preacher’s favorite verses—this is just one of the many entries he’s written on it, titled “When Life Isn’t Fair.”

Everyone goes through things that don’t seem to make sense. It’s easy to get discouraged and wonder, “Why did this happen to me?” “Why did this person treat me wrong?” “Why did I get laid off?” But we have to understand, even though life is not always fair, God is fair. And, He promises to work all things together for good for those who love Him.

I believe the key word is this verse is “together.” In other words, you can’t just isolate one part of your life and say, “Well, this is not good.” “It’s not good that I got laid off.” “It’s not good that my relationship didn’t work out.” Yes, that’s true, but that’s just one part of your life. God can see the big picture. That disappointment is not the end. Remember, when one door closes, God has another door for you to walk through—a better door. Those difficulties and challenges are merely stepping stones toward your brighter future. Be encouraged today because God has a plan for you to rise higher. He has a plan for you to come out stronger. He has a plan to work all things together for your good so that you can move forward in the victory He has prepared for you! ^[1]Joel Osteen, https://www.joelosteen.com/Pages/MessageViewer.aspx?date=2013-02-22

With some variation, that represents many believers’ general understanding of what Paul meant in Romans 8:28—“Don’t let life get you down. God’s going to make everything better!”

Of course that oversimplification goes beyond the original intent of Paul’s words. There’s no biblical basis for Osteen’s promise that God always has a better door for us to walk through. In fact, His Word promises that life won’t always be happy, rich, and full—sometimes we’re meant to suffer (1 Peter 4:12).

It’s in the midst of that suffering that Romans 8:28 is most often deployed. We want to trust that God is working, even through our trials, to bring about His will. And there’s plenty of biblical evidence to back up that hope. The story of Joseph in the Old Testament is one of the clearest examples.

Joseph was severely beaten and sold into slavery by his brothers. He endured the illicit advances of his boss’ wife, and was thrown into prison after she made false accusations against him. He lingered in prison for years before he was released and brought in to council Pharaoh himself. He was given a position of leadership, in which the Lord used him to spare Egypt and countless surrounding communities—including his own family—from famine. At the end of his story, as he reconciles with the brothers who kick-started all his suffering, he acknowledges God’s sovereign hand working through it all: “As for you, you meant evil against me, but God meant it for good in order to bring about this present result, to preserve many people alive” (Genesis 50:20).

Stories like Joseph’s give us confidence that God is always working behind the scenes to bring about His will. But He might not have such monumental purposes for our suffering. Sometimes it’s simply for our own spiritual growth that the Lord allows us to suffer through trials (James 1:2). The Spirit’s refining, sanctifying work is often painful, but the spiritual fruit it bears is well worth the struggle.

In his commentary on Romans, John MacArthur explains that God is working out

our good during this present life as well as ultimately in the life to come. No matter what happens in our lives as His children, the providence of God uses it for our temporal as well as our eternal benefit, sometimes by saving us from tragedies and sometimes by sending us through them in order to draw us closer to Him. ^[2] John MacArthur, The MacArthur New Testament Commentary: Romans 1-8 (Chicago: Moody Press, 1991) 473-474.

But is our spiritual growth and temporal blessing the ultimate “good” Paul describes in his words to the Romans? A careful look at the context of verse 28 points us to an even greater promise from the Lord.

A Certain Eternity

In the immediate context of Romans 8, Paul is not dwelling on our current suffering, but looking forward to eternity. In verse 18, he mentions the “sufferings of this present time,” but only to say that they cannot compare to “the glory that is to be revealed to us.” From there he explains how creation groans to be free from the curse of sin (Romans 8:19-22), and how believers likewise long to see the fulfillment of their faith (vv. 23-25). Then he describes how the Spirit intercedes on our behalf according to God’s eternal purposes (vv. 26-27).

The theme continues in the verses immediately following:

For those whom He foreknew, He also predestined to become conformed to the image of His Son, so that He would be the firstborn among many brethren; and these whom He predestined, He also called; and these whom He called, He also justified; and these whom He justified, He also glorified. (Romans 8:29-30)

In the context of the believer’s eternal glorification, we need to understand the “purpose” for which God is working all things together as not merely our temporal good, but our eternal good. In that sense, Romans 8:28 isn’t merely a promise that God is watching out for us in this life; it’s a guarantee that He is working out all aspects of our lives toward His ultimate goal of our future glorification. It’s a promise that our eternity with Him is secure.

In a sermon on this passage called “Groanings Too Deep for Words,” John MacArthur explains that powerful promise this way:

The point is this: Because of the plan of God and the provision of Christ and the protection of the Holy Spirit through His intercessory ministry, God is causing all things to work together for our final, eternal, ultimate good. Not everything in this life works out for good—far from it. Oh, you might draw a good lesson from it. You might draw a good outcome from it. You might be drawn to the Lord. It might increase your prayer life. It might strengthen you. It might give you patience. It might perfect you, mature you. It might make you able to counsel other people and strengthen them because . . . you’ve been comforted by God in the same struggles.

All of those are wonderful realities, but that’s not the good that’s being spoken of here. The good that dominates this passage is that ultimate, final good that is the glorification of true believers. We are secured to that final good, that which is the best.

In His providence, God is sovereignly orchestrating all events according to His will, for His glory and our good. But we’re not guaranteed that all our struggles will be turned into blessing. Sometimes He will rescue us from tragedies; other times it’s our suffering that brings about His desired result. Our perspective on His sovereign goodness cannot be bound to our own circumstances—if Joseph had remained in the Egyptian jail for the rest of His life, would God be any less good, or His will less than perfect?

What we are guaranteed in Romans 8:28 is that regardless of what we have to endure in this life, our eternity with Him is unassailable. Nothing can stand in the way of His plans for our future glorification.

And in the midst of life’s struggles, what better promise could we cling to?

In the lead-up to the Truth Matters conference in October, we will be focusing our attention on the sufficiency, authority, and clarity of Scripture. Of our previous blog series, none better embodies that emphasis than Frequently Abused Verses. The following entry from that series originally appeared on February 19, 2016. -ed.

Tim Tebow was featured on the cover of the July 27, 2009 issue of Sports Illustrated, decked out in his Florida Gators uniform. But what made the image so striking was the message written in Tebow’s eye black—under his right eye was the word “Phil,” and under his left the numbers “4:13.”

That inscription may have been meaningless to the average football fanatic, but Tebow’s large evangelical constituency certainly recognized it as Bible reference. As he explained years later in an interview, he chose Philippians 4:13 because “‘There’s not a better verse for an athlete.’ It reads, ‘I can do all this [sic] through Him who gives me strength.’” ^[1] http://www.christianpost.com/news/tim-tebow-explains-why-he-tebows-uses-bible-verses-70824/#96Qczp0O7LZR8jsT.99

It’s not hard to understand the gravitational pull a verse like that could have on an athlete. No doubt countless men and women invoke God’s power for their various feats of strength and stamina. Even Jon Jones—a notorious MMA fighter who pummels people for a living—has it tattooed across his chest.

And in this era of unbridled self-esteem, who wouldn’t want the power of God enabling and animating the fulfilment of his hopes and dreams? Celebrity pastor, Joel Osteen, does nothing to quench such optimism and enthusiasm.

It is possible to see your dreams fulfilled. It is possible to overcome that obstacle. It is possible to climb to new heights. It is possible to embrace your destiny. You may not know how it will all take place. You may not have a plan, but all you have to know is that if God said you can . . . you can! Today, why don’t you begin to open yourself up to possibilities in your future by simply declaring this verse, “I can do all things through Christ who gives me strength?” ^[2] http://devotion.wedaretobelieve.com/2013/01/i-can-joel-osteen-ministries-daily.html

Osteen’s interpretation begs an important question about Philippians 4:13. When Paul wrote that he—and by extension, we—can “do all things” through Christ’s strength, was he promising victory and success in all our personal endeavors? Does “all things” essentially mean anything we want? And if so, why does any Christian ever fail at anything?

The preceding verses make Paul’s true intent quite clear:

Not that I speak from want, for I have learned to be content in whatever circumstances I am. I know how to get along with humble means, and I also know how to live in prosperity; in any and every circumstance I have learned the secret of being filled and going hungry, both of having abundance and suffering need. I can do all things through Him who strengthens me. (Philippians 4:11–13).

Christ’s strength wasn’t just a vague force enabling Paul to whatever ends he desired. It strengthened Paul to be content in spite of the harsh difficulties he faced. He wasn’t talking about hypothetical goals, but about the very real adversity he faced on a daily basis.

Specifically, he was talking about his unfair imprisonment at the time of his writing to the Philippian believers. Here’s how he described it at the beginning of his epistle:

Now I want you to know, brethren, that my circumstances have turned out for the greater progress of the gospel, so that my imprisonment in the cause of Christ has become well known throughout the whole praetorian guard and to everyone else, and that most of the brethren, trusting in the Lord because of my imprisonment, have far more courage to speak the word of God without fear. (Philippians 1:12–14) 

Paul wrote that he could do all things through Christ strengthening him when he was confined to the squalor and oppression of a Roman prison cell. And through his divine strengthening, He was able to look beyond his own suffering and rejoice in the gospel’s furtherance as a result of his imprisonment.

Paul never “discovered the champion” in himself, nor did he long for the fulfillment of his personal dreams. His delight was in extending the reach and influence of the gospel, and he labored to that end whether he was free or incarcerated. He was the benchmark of suffering for the sake of the gospel (2 Corinthians 11:23–33), and he rejoiced in the strength Christ gave him to endure all of it. John MacArthur elaborates:

No matter how difficult his struggles may have been, Paul had a spiritual undergirding, an invisible means of support. His adequacy and sufficiency came from his union with the adequate and sufficient Christ: “I have been crucified with Christ; and it is no longer I who live, but Christ lives in me; and the life which I now live in the flesh I live by faith in the Son of God, who loved me and gave Himself up for me” (Galatians 2:20). . . . Paul was strong enough to endure anything through Him who strengthen[ed] him. . . . What he is saying is that when he reached the limit of his resources and strength, even to the point of death, he was infused with the strength of Christ. He could overcome the most dire physical difficulties because of the inner, spiritual strength God had given him. ^[3] John MacArthur, The MacArthur New Testament Commentary: Philippians (Chicago: Moody Press, 2001) 303.

Philippians 4:13 doesn’t lose any relevance just because we’re not allowed to define “all things” as everything we want to do. On the contrary, Paul’s example of suffering has the broadest possible application for Christians: “All who desire to live godly in Christ Jesus will suffer persecution” (2 Timothy 3:12 NKJV, emphasis added). Suffering shouldn’t come as a surprise to the Christian. Whether or not we end up in a prison cell like Paul, we can embrace Philippians 4:13 as he did—the promise of Christ’s strength to endure all suffering for His sake.

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